Associate Professor, Department of Computer Science and Engineering
Research Area: Artificial Intelligence; Cognitive Neuroscience; Brain Computer Interface; Medical Imaging; Wireless Sensor Networks; Machine Learning/Deep Learning; Internet of Medical Things (IoMT);
Email: dr.reddy@nitgoa.ac.in
Name: Dr. Damodar Reddy Edla
Gender: Male
Birth Date-:
Designation: Associate Professor
Department: Department of Computer Science and Engineering
URL
Date of Joining: 07/01/2013
Research/Teaching Experience: 9 years of Teaching and Research Experience at NIT Goa
Address: Department of Computer Science & Engineering, National
Institute of Technology Goa , Kottamoll Plateau,
Cuncolim Municipal Area,
Salcete Taluka,
South Goa District, Goa - 403703
Email Address: dr.reddy@nitgoa.ac.in
Phone [Residence]-
Phone [Mobile]: 9373151004
Office Extension:
Artificial Intelligence;
Cognitive Neuroscience;
Brain Computer Interface;
Medical Imaging;
Wireless Sensor Networks;
Machine Learning/Deep Learning;
Internet of Medical Things (IoMT);
Data Warehousing & Mining
Distributed Computing Systems
Data Structures
Software Engineering
Operating Systems
Object Oriented Programming
Applied Algorithms
Design and Analysis of Algorithms
Soft Computing
Web Engineering
Advanced Operating Systems
Advanced Data Structures
Discrete Mathematics
Computer Programming and Problem Solving
Introduction to Machine Learning
Mathematical Foundations for Computer Science
Advanced Algorithms and Analysis
Object Oriented Software Engineering
Soft Computing
Number Theory
| Sr. No. | Degree/Diploma | Institute / University | year | subject |
|---|---|---|---|---|
| 1 | M.Tech. | Indian School of Mines, Dhanbad (Presently IIT Dhanbad) | 2009 | Computer Science & Engineering |
| 2 | Ph.D. | Indian School of Mines, Dhanbad (Presently IIT Dhanbad) | 2012 | Computer Science & Engineering |
Publication Type: Journal
Publication Category: International Mixed step size normalized least mean fourth adaptive algorithm for artifact elimination from raw EEG signals, Biomedical Signal Processing and Control, Elsevier (SCI Indexed), Volume 65, March 2021, 102392 (2020). DEC 2020
Publication Category: International Energy-Efficient Load Balancing Strategy for Wireless Sensor Networks using Quasi-Oppositional based Jaya Optimization, Wireless Personal Communications, Springer (SCI Indexed), 2020. DEC 2020
Publication Category: International BB-tree based secure and dynamic public auditing convergence for cloud storage, The Journal of Supercomputing, Springer (SCI Indexed), 2020. OCT 2020
Publication Category: International Dynamic large branching hash tree based secure and efficient dynamic auditing protocol for cloud environment, Cluster Computing, Springer (SCI Indexed), October 2020. OCT 2020
Publication Category: International Evolutionary Extreme Learning Machine with novel activation function for credit scoring, Engineering Applications of Artificial Intelligence, Elsevier (SCI Indexed), Volume 96, November 2020, 103980. SEPT 2020
Publication Category: International Lung Nodule Classification Using Combination of CNN, Second and Higher Order Texture Features, Journal of Intelligent and Fuzzy Systems, IOS press ( SCI Indexed), 2020. SEPT 2020
Publication Category: International Binary BAT algorithm and RBFN based hybrid credit scoring model, Multimedia Tools and Applications, Springer (SCI Indexed), volume 79, pages31889–31912(2020). AUG 2020
Publication Category: International Lung Nodule Classification on Computed Tomography Images Using Deep Learning, Wireless Personal Communications, Springer (SCI Indexed), 116, pages655–690(2021) JULY 2020
Publication Category: International LSTM based Prediction of Malaria Abundances using Big Data, Computers in Biology and Medicine, Elsevier, (SCI Indexed), June 2020. JUN 2020
Publication Category: International An Efficient Localization Approach in Wireless Sensor Networks using Krill Herd Optimization Algorithm, IEEE Systems Journal, IEEE (SCI Indexed), June 2020. JUN 2020
Publication Category: International EEG Data Classifcation for Mental State Analysis Using Wavelet Packet Transform and Gaussian Process Classifier, Wireless Personal Communications, Springer (SCI Indexed), volume 115, pages2149–2169(2020). JUN 2020
Publication Category: International A Hybrid Approach for Extracting EMG signals by Filtering EEG Data for IoT applications for Immobile Persons", has been accepted for publication in Wireless Personal Communications, Wireless Personal Communications, Springer (SCI Indexed), 2020. MAY 2020
Publication Category: International A Hybrid Approach for Extracting EMG signals by Filtering EEG Data for IoT Applications for Immobile Persons, Wireless Personal Communications, Springer (SCI Indexed), volume 114, pages 3081–3101(2020). MAY 2020
Publication Category: International A new hybrid stability measure for feature selection", Applied Intelligence, Springer (SCI Indexed), 2020. APRIL 2020
Publication Category: International Parameter-free Fuzzy Histogram Equalisation with Illumination Preserving Characteristics Dedicated for Contrast Enhancement of Magnetic Resonance Images, Applied Soft Computing, Elsevier (SCI Indexed), 2020. APRIL 2020
Publication Category: International Analysis of high dimensional brain data using prototype based fuzzy clustering, Clinical Epidemiology and Global Health, Elsevier (ESCI indexed) 2020. MAR 2020
Publication Category: International Spark and Rule-KNN based Scalable Machine Learning Framework for EEG Deceit identification, Biomedical Signal Processing and Control, Elsevier, (SCI Indexed) 2020. FEB 2020
Publication Category: International Intelligent-ANFIS Model for Predicting Measurement of Surface Roughness and Geometric Tolerances in 3-axis CNC Milling, IEEE Transactions on Instrumentation & Measurement, 2020. FEB 2020
Publication Category: International A Multi-Stage Concealed Information Test using k-Means and Feed Forward Neural Network, Clinical Epidemiology and Global Health, Elsevier, 2020. JAN 2020
Publication Category: International Energy Efficient Routing Structure to Avoid Energy Hole Problem in Multi-layer Network Model, Wireless Personal Communications, Springer (SCI Indexed), 2020. JAN 2020
Publication Category: International Multilevel Automated Security System for Prevention of Accidents at Unmanned Railway Level Crossings, Wireless Personal Communications, Springer (SCI Indexed), 2019. NOV 2019
Publication Category: International Lie Detection using Extreme Learning Machine: A Concealed Information Test based on Short-Time Fourier Transform and Binary Bat Optimization using a Novel Fitness Function, Computational Intelligence, Wiley (SCI Indexed) 2019. OCT 2019
Publication Category: International Brain Computer Interface for Measuring the Impact of Yoga on Concentration Levels in Engineering Students, Journal of Intelligent and Fuzzy Systems, IOS press, (SCI Indexed), 2019. OCT 2019
Publication Category: International "Credit Score Classification using Spiking Extreme Learning Machine“ Computational Intelligence, Wiley (SCI Indexed) 2019. SEPT 2019
Publication Category: International Cancer Data Classification using Binary Bat Optimization and Extreme Learning Machine with a Novel Fitness Function, Medical & Biological Eng & Computing (MBEC), Springer (SCI Indexed), 2019. AUG 2019
Publication Category: International Energy Efficient Load Balancing Approach for Avoiding Energy Hole Problem in WSN using Grey Wolf Optimizer with Novel Fitness Function, Applied Soft Computing, Elsevier (SCI Indexed), 2019. AUG 2019
Publication Category: International Efficient Feature Selection using One Pass Generalized Classifier Neural Network and Binary Bat Algorithm with a Novel Fitness Function, Soft Computing, Springer (SCI Indexed), 2019. JULY 2019
Publication Category: International Analysis of Controversies in the Formulation and Evaluation of Restoration Algorithms for MR Images, Expert Systems with Applications, Elsevier (SCI Indexed), 2019. JUN 2019
Publication Category: International M-Curves Path Planning Model for Mobile Anchor Node and Localization of Sensor Nodes using Dolphin Swarm Algorithm, Wireless Networks, Springer (SCI Indexed), 2019. MAY 2019
Publication Category: International A Synergistic Concealed Information Test With Novel Approach for EEG Channel Selection and SVM Parameter Optimization, IEEE Transactions on Information Forensics and Security, 2019. APRIL 2019
Publication Category: International Texture Image Classification using Deep Neural Network and Binary Dragon Fly Optimization with a Novel Fitness Function, Wireless Personal Communications, Springer (SCI Indexed), 2019. APRIL 2019
Publication Category: International EIQ: EEG based IQ test using wavelet packet transform and hierarchical extreme learning machine, Journal of Neuroscience Methods, Elsevier (SCI Indexed), 2019. APRIL 2019
Publication Category: International MapReduce based integration of health hubs: A healthcare design approach, Health and Technology, Springer, 2019. MAR 2019
Publication Category: International Cascading of RBFN, PNN and SVM for Improved Type-2 Diabetes Prediction Accuracy, Australian Journal of Wireless Technologies, Mobility and Security, 2019. FEB 2019
Publication Category: International The present and future of deep learning in radiology, European Journal of Radiology, Elsevier (SCI Indexed), 2019. FEB 2019
Publication Category: International An efficient EEG based deceit identification test using wavelet packet transform and linear discriminant analysis, Journal of Neuroscience Methods, Elsevier (SCI Indexed), 2019. JAN 2019
Publication Category: International Survey on Brain Computer Interface: An Emerging Computational Intelligence Paradigm, ACM Computing Surveys, ACM, 2018. NOV 2018
Publication Category: International An efficient Concealed Information Test: EEG feature extraction and ensemble classification for lie identification, Machine Vision and Applications, Springer (SCI Indexed) JUN 2018
Publication Category: International Selector: PSO as Model Selector for Dual-Stage Diabetes Network, Journal of Intelligent Systems, 2018. APRIL 2018
Publication Category: International ALDL: A Novel Method for Label Distribution Learning, Sadhana, Springer (SCI Indexed) 2018
Publication Category: International Brain-Computer Interface for wheelchair control operations: An approach based on Fast Fourier Transform and On-Line Sequential Extreme Learning Machine, Clinical Epidemiology and Global Health, Elsevier, 2018. 2018
Publication Category: International Type 2 Diabetes Data Classification using Stacked Autoencoders in Deep Neural Networks, Clinical Epidemiology and Global Health, Elsevier, 2018. 2018
Publication Category: International Adaptive Shrinkage on Dual-Tree Complex Wavelet Transform for Denoising Real-time MR Images, Biocybernetics and Biomedical Engineering, Elsevier (SCI Indexed) 2018
Publication Category: International Brain Computer Interface: A Comprehensive Survey, Biologically Inspired Cognitive Architectures, Elsevier (SCI Indexed) 2018
Publication Category: International A Fuzzy Sharpness Metric for Magnetic Resonance Images, Journal of Computational Science, Elsevier (SCI Indexed) 2018
Publication Category: International Deep Learning Fully Convolution Network for Lumen Characterization in Diabetic Patients using Carotid Ultrasound: A tool for Stroke Risk, Medical & Biological Engineering & Computing, Springer (SCI Indexed) 2018
Publication Category: International A Mechanics-based Similarity Measure for Text Classification in Machine Learning Paradigm, IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE (SCI Indexed) 2018
Publication Category: International Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort, Computers in Biology and Medicine, Elsevier, (SCI Indexed) 2018
Publication Category: International Shuffled Complex Evolution Approach for Load Balancing of Gateways in Wireless Sensor Networks, Wireless Personal Communications, Springer (SCI Indexed) 2018
Publication Category: International Symtosis: Liver Ultrasound Tissue Characterization and Risk Stratification in Optimized Deep Learning Paradigm. Computer Methods and Programs in Biomedicine, Elsevier (SCI Indexed) 2018
Publication Category: International An Efficient Ensemble Framework with BPSOGA-based Fearure Selection: A Casestudy on Credit Scoring Datasets, Arabian Journal of Science and Engineering, Springer (SCI Indexed) 2018
Publication Category: International Hybrid Credit Scoring Model using Neighborhood Rough Set and Multi-layer Ensemble Classification, Journal of Intelligent and Fuzzy Systems, IOS press ( SCI Indexed) 2018
Publication Category: International PLDL: A Novel Method for Label Distribution Learning, The International Arab Journal of Information Technology (SCI Indexed) 2018
Publication Category: International Secure Data Storage in Cloud: An e-stream cipher based secure and dynamic updation policy, Arabian Journal for Science and Engineering, Springer (SCI Indexed) 2017
Publication Category: International An Efficient Load Balancing of Gateways using Improved Shuffled Frog Leaping Algorithm and Novel Fitness Function for WSNs, IEEE Sensors Journal, IEEE (SCI Indexed) 2017
Publication Category: International Prediction of cardiac arrest recurrence using ensemble classifiers”, Sadhana, Springer (SCI Indexed) 2017
Publication Category: International Automatic disease diagnosis using optimised weightless neural networks for low-power wearable devices." IET - Healthcare Technology Letters, IET (SCI Indexed) 2017
Publication Category: International SM-RuleMiner: Spider monkey based rule miner using novel fitness function for diabetes classification, Computers in Biology and Medicine, Elsevier (SCI Indexed) 2017
Publication Category: International Diabetes Classification using Radial Basis Function Network by Combining Cluster Validity Index and BAT Optimization with Novel Fitness Function, International Journal of Computational Intelligence Systems, Taylor & Francis (SCI Indexed) 2017
Publication Category: International Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization, Journal of Medical Systems, Springer (SCI indexed) 2017
Publication Category: International RST-BatMiner: A Fuzzy Rule Miner Integrating Rough Set Feature Selection and Bat Optimization for Detection of Diabetes Disease, Applied Soft Computing Journal, Elsevier (SCI indexed) 2017
Publication Category: International HK-Means: A Heuristic Approach to Initialize and Estimate the Number of Clusters in Biological Data, ACTA PHYSICA POLONICA, 2016. JUN 2016
Publication Category: International New Algebraic Activation Function for Multi-Layered Feed Forward Neural Networks. IETE Journal of Research ,Taylor & Francis (SCI Indexed) 2016
Publication Category: International Enhanced K-Means Clustering Algorithm using A Heuristic Approach, Journal of Information and Computing Science, 2014. DEC 2014
Publication Category: International State-of-the-Art Review on Deep Learning in Medical Imaging, Frontiers in Bioscience, (SCI Indexed)
Publication Category: International A Novel Hybrid Credit Scoring Model based on Ensemble Feature Selection and Multi-layer Ensemble Classification, Computational Intelligence, Wiley (SCI Indexed)
Publication Category: International An Optimized and Efficient Radial Basis Neural Network using Cluster Validity Index for Diabetes Classification, The International Arab Journal of Information Technology, The International Arab Journal of Information Technology (SCI Indexed)
Publication Category: International Survey on Monitoring and Quality Controlling of the Mobile Biosignal Delivery, Interdisciplinary Sciences Computational Life Sciences, Springer (SCI Indexed)
Publication Category: International SCE-PSO based clustering approach for load balancing of gateways in wireless sensor networks, Wireless Networks, Springer (SCI Indexed)
Publication Category: International A PSO Based Routing with Novel Fitness Function for Improving Lifetime of WSNs, Wireless Personal Communications, Springer (SCI Indexed)
Publication Type: Proceedings
Publication Category: International Lung Nodule Classification Using Combination of CNN, Second and Higher Order Texture Features, Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA'20), 14-17 October 2020. VIT, Chennai, INDIA. SEPT 2020
Publication Category: International Amrita Naik, Damodar Reddy Edla, Lung tumor classification using CNN and GLCM based features International Conference on ICT For Sustainable Development (ICT4SD-2020), 23 - 24 July, 2020, PANAJI, GOA, INDIA, ICT Systems and Sustainability: Advances in Intelligent Systems and Computing, Springer, Springer, vol 1270, 157-163 2020 JULY 2020
Publication Category: International A combination of FractalNet and CNN for Lung Nodule Classification, IEEE Xplore, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, 1-3 July 2020. JULY 2020
Publication Category: International “Cluster Head Selection and Cluster Construction Using Fuzzy Logic in WSNs”, IEEE Xplore, 16th IEEE India Council International Conference (INDICON 2019), December 2019. DEC 2019
Publication Category: International GVFF-RLS Adaptive Algorithm for Elimination of Ocular Artifacts from EEG Signals, 16th IEEE India Council International Conference (INDICON-2019), IEEE Xplore, 13-15 December 2019. DEC 2019
Publication Category: International Brain Computer Interface for Measuring the Impact of Yoga on Concentration Levels in Engineering Students, 5th International Symposium on Intelligent Systems Technologies and Applications (ISTA-2019), IIIT M Kerala, December 2019. DEC 2019
Publication Category: International Shuffled Particle Swarm Optimization for Energy Efficiency using Novel Fitness Function in WSN, Springer Series, Lecture Notes in Computer Science (LNCS), 8th International Conference on Pattern Recognition and Machine Intelligence (Premi-2019), December 2019. DEC 2019
Publication Category: International Prediction of Performance Indexes in CNC Milling using Regression Trees, Springer Series, Lecture Notes in Computer Science (LNCS), 8th International Conference on Pattern Recognition and Machine Intelligence (Premi-2019), December 2019. DEC 2019
Publication Category: International Binary Binomial Tree based Secure and Efficient Electronic Healthcare Record Storage in Cloud Environment, 20th International Conference on Innovations for Community Services (I4CS 2020), Communications in Computer and Information Science (CCIS) Springer, Bhubaneswar, India, January 2020. OCT 2019
Publication Category: International Binary Dragonfly Algorithm and Fisher Score based Hybrid Feature Selection adopting a Novel Fitness Function Applied to Microarray Data, IEEE Xplore, 1st International conference on Applied Machine Learning(ICAML2019), October 2019 Bhubaneswar, Odisha, India. OCT 2019
Publication Category: International Dynamic Cluster Formation Mechanism in Wireless Sensor Networks using Fuzzy Logic, IEEE Xplore, 1st International conference on Applied Machine Learning(ICAML2019), October 2019 Bhubaneswar, Odisha, India. OCT 2019
Publication Category: International Prospect of Stein’s Unbiased Risk Estimate as Objective Function for Parameter Optimization in Image Denoising Algoritms-A Case Study on Gaussian Smoothing Kernel, IEEE Xplore, 5th IEEE International Conference on Data Science and Engineering (ICDSE-2019), IIT Patna, September 2019. SEPT 2019
Publication Category: International Generalized Compensative Intuitionistic Fuzzy Information with Choquet Integrals, IEEE Xplorer, 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT-2019), IIT Kanpur, July 2019. JULY 2019
Publication Category: International Dependency of Optimum Value of Regularization Parameter in Total Variation Filter on Noise Statistics - A MR Phantom Study, IEEE Xplorer, 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT-2019), IIT Kanpur, July 2019. JULY 2019
Publication Category: International Two-stage Credit Scoring Model based on Evolutionary Feature Selection and Ensemble Neural Networks, IETE Springer series, 1st International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND-2019) March, 2019, NIT Kurukshetra, INDIA. MAR 2019
Publication Category: International t-SNE Manifold Learning Based Visualization: A Human Activity Recognition Approach, Springer Series, Advances in Data Science and Management - Proceedings of International Conference on Data Science and Management (ICDSM-2019), February 2019. FEB 2019
Publication Category: International GWO-GA based Load Balanced and Energy Efficient Clustering Approach for WSN, Springer Series -Smart Innovation, Systems and Technologies (SIST), Third International Conference on Smart Trends for Computing and Communications (Smartcom-2019), January, 2019, Bangkok, Thailand. JAN 2019
Publication Category: International Cryptocurrency : A Comprehensive Analysis, Springer Series -Smart Innovation, Systems and Technologies (SIST), Third International Conference on Smart Trends for Computing and Communications (Smartcom-2019), January, 2019, Bangkok, Thailand. JAN 2019
Publication Category: International Design and Development of Efficient Soft Computing Algorithms for Identification of Type-2 Diabetes Mellitus, 4th International Symposium on Intelligent Systems Technologies and Applications (ISTA-2017), Manipal University, September 2017. OCT 2018
Publication Category: International Novel Fitness Function for SCE Algorithm based Energy Efficiency in WSN, 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IISC Bangalore, IEEE Xplore, 2018. SEPT 2018
Publication Category: International Deceit Identification Test on EEG Data using Deep Belief Network, 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IISC Bangalore, IEEE Xplore, 2018. SEPT 2018
Publication Category: International Performance Evaluation of Nonlinear Spatial Filters on MR Images, 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IISC Bangalore, IEEE Xplore, 2018. SEPT 2018
Publication Category: International Novel Fitness Function for 3D Image reconstruction using Bat Algorithm based Autoencoder, ACM Digital Library, 23rd International ACM Conference on 3D Web Technology, Poland, 20-22 June 2018. JUN 2018
Publication Category: International Subject based Deceit Identification using Empirical Mode Decomposition, Procedia Computer Sience, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Credit Scoring Model based on Weighted Voting and Cluster based Feature Selection, Procedia Computer Sience, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International P-FHM+: Parallel high utility itemset mining algorithm for big data processing, Procedia Computer Science, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Classi?cation of Facial Expressions from EEG signals using Wavelet Packet Transform and SVM for Wheelchair Control Operations, Procedia Computer Science, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Classification of EEG data for human mental state analysis using Random Forest Classifier, Procedia Computer Science, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Classification of EEG Data using k-Nearest Neighbor approach for Concealed Information Test, 8th International Conference On Advances In Computing & Communications, Procedia Computer Science, Elsevier, 2018. 2018
Publication Category: International Energy Efficient Design of Wireless Sensor Network: Clustering, "International Conference on Recent Trends in Engineering & Sciences, Scopus, Vishakhapatnam, 2018. 2018
Publication Category: International “Optimized Deep Learning based Liver Ultrasound Tissue Characterization and Risk Stratification”. Status: Accepted. 2018 AIUM Convention. (Abstract) 2018
Publication Category: International “Risk Stratification of Fatty Liver Disease using Extreme Learning Machine based Ultrasound Tissue Characterization”. Status: Accepted. 2018 AIUM Convenion. (Abstract) 2018
Publication Category: International “Deep Learning based accurate lumen diameter measurement in curved vessels in carotid ultrasound”. Status: Accepted. 2018 AIUM Convention. (Abstract) 2018
Publication Category: International Survey on Clustering Approaches, 2nd International Conference on Inventive Communication and Computational Technologies (ICICCT 2018), IEEE Xplore, Coimbatore, 20-21 April 2018. 2018
Publication Category: International "Intelli-DRM: An Intelligent Computational Model for Forecasting Severity of Diabetes Mellitus" in 8th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, IIT Delhi, 2017 2017
Publication Category: International "PSO-RBFNN: A PSO-based Clustering Approach for RBFNN Design to Classify Disease Data", in 26th International Conference on Artificial Neural Networks (ICANN), LNCS, Italy, 2017. 2017
Publication Category: International "Diabetes-Finder: A Bat Optimized Classification System for Type-2 Diabetes" in 6th International Conference on Advances in Computing & Communications (ICACC-2017), Elsevier procedia computer science, India, 2017 2017
Publication Category: International "A Novel Green Stable Evolutionary Routing Algorithm for Energy Efficiency in WSNs" in 7th International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, MIT Manipal, India, 2017 2017
Publication Category: International “Hierarchical approach for outlier insensitive seed selection in Kmeans clustering using kd-tree”, World Conference on Information Technology (WCIT-2012), Barcelona, Spain, Procedia Computer Science and Information Technology, Vol 04 (2013) 294-299. 2017
Publication Category: International “Load balancing in Wireless Sensor Networks by Optimal Placement of Base Stations using kd-Tree”, 2016 Annual International Conference on Innovative Technologies and Advanced Computing (ICIAC-16), London, 2016. 2016
Publication Category: International SB-PSO: Score Based Particle Swarm Optimization Scheduling Algorithm for Cloud Computing, International Conference on Swarm, Evolutionary, and Memetic Computing SEMCCO-2015, Hyderabad. (Abstract) 2015
Publication Category: International “HK-Means: A Heuristic Approach to Initialize and Estimate the Number of Clusters in K-Means”, International Conference on Computational and Experimental Science and Engineering (ICCESEN-2015), Antalya-Turkey. (Abstract) 2015
Publication Category: International “Improved K-means clustering algorithm using Voronoi diagram.”, International Conference on Computational and Experimental Science and Engineering (ICCESEN-2015), Antalya-Turkey. (Abstract) 2015
Publication Category: International Damodar Reddy and Prasanta K. Jana, “A Prototype-based Modified DBSCAN for Gene Clustering”, International Conference on Communication, Computing & Security (ICCCS-2012), Rourkela, Procedia Technology (Elsevier), vol. 6, pp. 485-492, October 2012. OCT 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “A novel clustering algorithm using Voronoi diagram”, International Conference on Digital Information Management (ICDIM-2012), Macau, Hong Kong, IEEE Xplore, pp. 35-40, August 2012. AUG 2012
Publication Category: International Damodar Reddy Edla, Seshaiah Machavarapu and Prasanta K. Jana, “An Improved MST-based Clustering for Biological Data”, International Conference on Data Science & Engineering (ICDSE-2012), Cochin, Kerala, IEEE Xplore, pp. 42-47, July, 2012. JULY 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “Initialization for K-means clustering using Voronoi diagram”, International Conference on Computer, Communication, Control and Information Technology (C3IT-2012), Kolkata, Procedia Technology(Elsevier), vol. 4, pp. 395-400, February 2012. FEB 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “A Grid Clustering Algorithm Using Cluster Boundaries”, World Congress on Information and Communication Technologies (WICT-2012),Trivandrum, IEEE Xplore, pp. 254-259, October-November, 2012. 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “Hierarchical approach for outlier insensitive seed selection in K-means clustering using kd-tree”, World Conference on Information Technology (WCIT-2012), Barcelona, Spain, Procedia Computer Science and Information Technology, November 2012. 2012
Publication Category: International Damodar Reddy Edla and Prasanta K. Jana. “Minimum spanning tree based clustering using partitional approach”, International Conference on Frontiers of Intelligent Computing: Theory and applications (FICTA-2012), Bhuvaneswar, Advances in Intelligent and Soft Computing (Springer), vol.199, pp. 237-244, 2012. 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “Clustering Biological Data Using Voronoi Diagram”, International Conference on Advanced Computing, Networking and Security (ADCONS-2011), Karnataka, Lecture Notes in Computer Science (Springer), vol. 7135/2012, pp. 188-197, December 2011. DEC 2011
Publication Category: International Azad Naik, Damodar Reddy and Prasanta K. Jana, “A Novel Clustering Algorithm for Biological Data”, International Conference on Emerging Applications of Information Technology(EAIT-2011), Kolkata, IEEE Xplore, pp. 249-252, February 2011. FEB 2011
Publication Category: International Damodar Reddy, Devender Mishra and Prasanta K. Jana, “MST-based Cluster Initialization for K-means”, International conf. on Computer Science and Information Technology (COSIT-2011), Communications in Computer and Information Science (Springer), Bangalore, vol. 131(2), pp. 329-338, January 2011. JAN 2011
Publication Type: Book Chapter
Publication Category: International Secure Identity based proxy signature with Computational Diffie-Hellman for cloud data management, IGI Global publishers. SEPT 2019
Publication Category: International Credit Scoring Using Birds Swarm Optimization, CRC Press 2018
Publication Category: International Application of Neural Network for Routing in Mobile Wireless Sensor Network: A Case Study, McGraw-Hill India. 2016
Publication Category: International A Survey on Neural Network Classifiers for Diabetes Classification, McGraw-Hill India. 2016
Publication Category: International A kd-tree based Clustering Algorithm for Gene Expression Data; Encyclopedia of Business Analytics and Optimization (EBAO), IGI Global publishers. MAR 2013
Publication Type: Books Authored
Publication Category: International Soft Computing Techniques for Type-2 Diabetes Data Classification, CRC-Press, Taylor & Francis, (In Press) 2019
Publication Category: International Wireless Sensor Networks: Evolutionary Algorithms for Optimizing Performance, CRC-Press, Taylor & Francis, (In Press) 2019
Publication Category: International "Fraud Detection using Data Mining Techniques", Lambert Academic Publishers, Germany. 2019
Publication Category: International Edited Volume: Advances in Machine Learning and Data Science, Springer – AISC Series, Proceedings of LAMDA-2017. 2017
Publication Category: International "Clustering Biological Data", Lambert Academic Publishers, Germany. SEPT 2013
Publication Category: International Energy-Efficient Load Balancing Strategy for Wireless Sensor Networks using Quasi-Oppositional based Jaya Optimization, Wireless Personal Communications, Springer (SCI Indexed), 2020. DEC 2020
Publication Category: International BB-tree based secure and dynamic public auditing convergence for cloud storage, The Journal of Supercomputing, Springer (SCI Indexed), 2020. OCT 2020
Publication Category: International Dynamic large branching hash tree based secure and efficient dynamic auditing protocol for cloud environment, Cluster Computing, Springer (SCI Indexed), October 2020. OCT 2020
Publication Category: International Evolutionary Extreme Learning Machine with novel activation function for credit scoring, Engineering Applications of Artificial Intelligence, Elsevier (SCI Indexed), Volume 96, November 2020, 103980. SEPT 2020
Publication Category: International Lung Nodule Classification Using Combination of CNN, Second and Higher Order Texture Features, Journal of Intelligent and Fuzzy Systems, IOS press ( SCI Indexed), 2020. SEPT 2020
Publication Category: International Binary BAT algorithm and RBFN based hybrid credit scoring model, Multimedia Tools and Applications, Springer (SCI Indexed), volume 79, pages31889–31912(2020). AUG 2020
Publication Category: International Lung Nodule Classification on Computed Tomography Images Using Deep Learning, Wireless Personal Communications, Springer (SCI Indexed), 116, pages655–690(2021) JULY 2020
Publication Category: International LSTM based Prediction of Malaria Abundances using Big Data, Computers in Biology and Medicine, Elsevier, (SCI Indexed), June 2020. JUN 2020
Publication Category: International An Efficient Localization Approach in Wireless Sensor Networks using Krill Herd Optimization Algorithm, IEEE Systems Journal, IEEE (SCI Indexed), June 2020. JUN 2020
Publication Category: International EEG Data Classifcation for Mental State Analysis Using Wavelet Packet Transform and Gaussian Process Classifier, Wireless Personal Communications, Springer (SCI Indexed), volume 115, pages2149–2169(2020). JUN 2020
Publication Category: International A Hybrid Approach for Extracting EMG signals by Filtering EEG Data for IoT applications for Immobile Persons", has been accepted for publication in Wireless Personal Communications, Wireless Personal Communications, Springer (SCI Indexed), 2020. MAY 2020
Publication Category: International A Hybrid Approach for Extracting EMG signals by Filtering EEG Data for IoT Applications for Immobile Persons, Wireless Personal Communications, Springer (SCI Indexed), volume 114, pages 3081–3101(2020). MAY 2020
Publication Category: International A new hybrid stability measure for feature selection", Applied Intelligence, Springer (SCI Indexed), 2020. APRIL 2020
Publication Category: International Parameter-free Fuzzy Histogram Equalisation with Illumination Preserving Characteristics Dedicated for Contrast Enhancement of Magnetic Resonance Images, Applied Soft Computing, Elsevier (SCI Indexed), 2020. APRIL 2020
Publication Category: International Analysis of high dimensional brain data using prototype based fuzzy clustering, Clinical Epidemiology and Global Health, Elsevier (ESCI indexed) 2020. MAR 2020
Publication Category: International Spark and Rule-KNN based Scalable Machine Learning Framework for EEG Deceit identification, Biomedical Signal Processing and Control, Elsevier, (SCI Indexed) 2020. FEB 2020
Publication Category: International Intelligent-ANFIS Model for Predicting Measurement of Surface Roughness and Geometric Tolerances in 3-axis CNC Milling, IEEE Transactions on Instrumentation & Measurement, 2020. FEB 2020
Publication Category: International A Multi-Stage Concealed Information Test using k-Means and Feed Forward Neural Network, Clinical Epidemiology and Global Health, Elsevier, 2020. JAN 2020
Publication Category: International Energy Efficient Routing Structure to Avoid Energy Hole Problem in Multi-layer Network Model, Wireless Personal Communications, Springer (SCI Indexed), 2020. JAN 2020
Publication Category: International Multilevel Automated Security System for Prevention of Accidents at Unmanned Railway Level Crossings, Wireless Personal Communications, Springer (SCI Indexed), 2019. NOV 2019
Publication Category: International Lie Detection using Extreme Learning Machine: A Concealed Information Test based on Short-Time Fourier Transform and Binary Bat Optimization using a Novel Fitness Function, Computational Intelligence, Wiley (SCI Indexed) 2019. OCT 2019
Publication Category: International Brain Computer Interface for Measuring the Impact of Yoga on Concentration Levels in Engineering Students, Journal of Intelligent and Fuzzy Systems, IOS press, (SCI Indexed), 2019. OCT 2019
Publication Category: International "Credit Score Classification using Spiking Extreme Learning Machine“ Computational Intelligence, Wiley (SCI Indexed) 2019. SEPT 2019
Publication Category: International Cancer Data Classification using Binary Bat Optimization and Extreme Learning Machine with a Novel Fitness Function, Medical & Biological Eng & Computing (MBEC), Springer (SCI Indexed), 2019. AUG 2019
Publication Category: International Energy Efficient Load Balancing Approach for Avoiding Energy Hole Problem in WSN using Grey Wolf Optimizer with Novel Fitness Function, Applied Soft Computing, Elsevier (SCI Indexed), 2019. AUG 2019
Publication Category: International Efficient Feature Selection using One Pass Generalized Classifier Neural Network and Binary Bat Algorithm with a Novel Fitness Function, Soft Computing, Springer (SCI Indexed), 2019. JULY 2019
Publication Category: International Analysis of Controversies in the Formulation and Evaluation of Restoration Algorithms for MR Images, Expert Systems with Applications, Elsevier (SCI Indexed), 2019. JUN 2019
Publication Category: International M-Curves Path Planning Model for Mobile Anchor Node and Localization of Sensor Nodes using Dolphin Swarm Algorithm, Wireless Networks, Springer (SCI Indexed), 2019. MAY 2019
Publication Category: International A Synergistic Concealed Information Test With Novel Approach for EEG Channel Selection and SVM Parameter Optimization, IEEE Transactions on Information Forensics and Security, 2019. APRIL 2019
Publication Category: International Texture Image Classification using Deep Neural Network and Binary Dragon Fly Optimization with a Novel Fitness Function, Wireless Personal Communications, Springer (SCI Indexed), 2019. APRIL 2019
Publication Category: International EIQ: EEG based IQ test using wavelet packet transform and hierarchical extreme learning machine, Journal of Neuroscience Methods, Elsevier (SCI Indexed), 2019. APRIL 2019
Publication Category: International MapReduce based integration of health hubs: A healthcare design approach, Health and Technology, Springer, 2019. MAR 2019
Publication Category: International Cascading of RBFN, PNN and SVM for Improved Type-2 Diabetes Prediction Accuracy, Australian Journal of Wireless Technologies, Mobility and Security, 2019. FEB 2019
Publication Category: International The present and future of deep learning in radiology, European Journal of Radiology, Elsevier (SCI Indexed), 2019. FEB 2019
Publication Category: International An efficient EEG based deceit identification test using wavelet packet transform and linear discriminant analysis, Journal of Neuroscience Methods, Elsevier (SCI Indexed), 2019. JAN 2019
Publication Category: International Survey on Brain Computer Interface: An Emerging Computational Intelligence Paradigm, ACM Computing Surveys, ACM, 2018. NOV 2018
Publication Category: International An efficient Concealed Information Test: EEG feature extraction and ensemble classification for lie identification, Machine Vision and Applications, Springer (SCI Indexed) JUN 2018
Publication Category: International Selector: PSO as Model Selector for Dual-Stage Diabetes Network, Journal of Intelligent Systems, 2018. APRIL 2018
Publication Category: International ALDL: A Novel Method for Label Distribution Learning, Sadhana, Springer (SCI Indexed) 2018
Publication Category: International Brain-Computer Interface for wheelchair control operations: An approach based on Fast Fourier Transform and On-Line Sequential Extreme Learning Machine, Clinical Epidemiology and Global Health, Elsevier, 2018. 2018
Publication Category: International Type 2 Diabetes Data Classification using Stacked Autoencoders in Deep Neural Networks, Clinical Epidemiology and Global Health, Elsevier, 2018. 2018
Publication Category: International Adaptive Shrinkage on Dual-Tree Complex Wavelet Transform for Denoising Real-time MR Images, Biocybernetics and Biomedical Engineering, Elsevier (SCI Indexed) 2018
Publication Category: International Brain Computer Interface: A Comprehensive Survey, Biologically Inspired Cognitive Architectures, Elsevier (SCI Indexed) 2018
Publication Category: International A Fuzzy Sharpness Metric for Magnetic Resonance Images, Journal of Computational Science, Elsevier (SCI Indexed) 2018
Publication Category: International Deep Learning Fully Convolution Network for Lumen Characterization in Diabetic Patients using Carotid Ultrasound: A tool for Stroke Risk, Medical & Biological Engineering & Computing, Springer (SCI Indexed) 2018
Publication Category: International A Mechanics-based Similarity Measure for Text Classification in Machine Learning Paradigm, IEEE Transactions on Emerging Topics in Computational Intelligence, IEEE (SCI Indexed) 2018
Publication Category: International Deep learning strategy for accurate carotid intima-media thickness measurement: An ultrasound study on Japanese diabetic cohort, Computers in Biology and Medicine, Elsevier, (SCI Indexed) 2018
Publication Category: International Shuffled Complex Evolution Approach for Load Balancing of Gateways in Wireless Sensor Networks, Wireless Personal Communications, Springer (SCI Indexed) 2018
Publication Category: International Symtosis: Liver Ultrasound Tissue Characterization and Risk Stratification in Optimized Deep Learning Paradigm. Computer Methods and Programs in Biomedicine, Elsevier (SCI Indexed) 2018
Publication Category: International An Efficient Ensemble Framework with BPSOGA-based Fearure Selection: A Casestudy on Credit Scoring Datasets, Arabian Journal of Science and Engineering, Springer (SCI Indexed) 2018
Publication Category: International Hybrid Credit Scoring Model using Neighborhood Rough Set and Multi-layer Ensemble Classification, Journal of Intelligent and Fuzzy Systems, IOS press ( SCI Indexed) 2018
Publication Category: International PLDL: A Novel Method for Label Distribution Learning, The International Arab Journal of Information Technology (SCI Indexed) 2018
Publication Category: International Secure Data Storage in Cloud: An e-stream cipher based secure and dynamic updation policy, Arabian Journal for Science and Engineering, Springer (SCI Indexed) 2017
Publication Category: International An Efficient Load Balancing of Gateways using Improved Shuffled Frog Leaping Algorithm and Novel Fitness Function for WSNs, IEEE Sensors Journal, IEEE (SCI Indexed) 2017
Publication Category: International Prediction of cardiac arrest recurrence using ensemble classifiers”, Sadhana, Springer (SCI Indexed) 2017
Publication Category: International Automatic disease diagnosis using optimised weightless neural networks for low-power wearable devices." IET - Healthcare Technology Letters, IET (SCI Indexed) 2017
Publication Category: International SM-RuleMiner: Spider monkey based rule miner using novel fitness function for diabetes classification, Computers in Biology and Medicine, Elsevier (SCI Indexed) 2017
Publication Category: International Diabetes Classification using Radial Basis Function Network by Combining Cluster Validity Index and BAT Optimization with Novel Fitness Function, International Journal of Computational Intelligence Systems, Taylor & Francis (SCI Indexed) 2017
Publication Category: International Extreme Learning Machine Framework for Risk Stratification of Fatty Liver Disease Using Ultrasound Tissue Characterization, Journal of Medical Systems, Springer (SCI indexed) 2017
Publication Category: International RST-BatMiner: A Fuzzy Rule Miner Integrating Rough Set Feature Selection and Bat Optimization for Detection of Diabetes Disease, Applied Soft Computing Journal, Elsevier (SCI indexed) 2017
Publication Category: International HK-Means: A Heuristic Approach to Initialize and Estimate the Number of Clusters in Biological Data, ACTA PHYSICA POLONICA, 2016. JUN 2016
Publication Category: International New Algebraic Activation Function for Multi-Layered Feed Forward Neural Networks. IETE Journal of Research ,Taylor & Francis (SCI Indexed) 2016
Publication Category: International Enhanced K-Means Clustering Algorithm using A Heuristic Approach, Journal of Information and Computing Science, 2014. DEC 2014
Publication Category: International State-of-the-Art Review on Deep Learning in Medical Imaging, Frontiers in Bioscience, (SCI Indexed)
Publication Category: International A Novel Hybrid Credit Scoring Model based on Ensemble Feature Selection and Multi-layer Ensemble Classification, Computational Intelligence, Wiley (SCI Indexed)
Publication Category: International An Optimized and Efficient Radial Basis Neural Network using Cluster Validity Index for Diabetes Classification, The International Arab Journal of Information Technology, The International Arab Journal of Information Technology (SCI Indexed)
Publication Category: International Survey on Monitoring and Quality Controlling of the Mobile Biosignal Delivery, Interdisciplinary Sciences Computational Life Sciences, Springer (SCI Indexed)
Publication Category: International SCE-PSO based clustering approach for load balancing of gateways in wireless sensor networks, Wireless Networks, Springer (SCI Indexed)
Publication Category: International A PSO Based Routing with Novel Fitness Function for Improving Lifetime of WSNs, Wireless Personal Communications, Springer (SCI Indexed)
Publication Type: Proceedings
Publication Category: International Lung Nodule Classification Using Combination of CNN, Second and Higher Order Texture Features, Sixth International Symposium on Intelligent Systems Technologies and Applications (ISTA'20), 14-17 October 2020. VIT, Chennai, INDIA. SEPT 2020
Publication Category: International Amrita Naik, Damodar Reddy Edla, Lung tumor classification using CNN and GLCM based features International Conference on ICT For Sustainable Development (ICT4SD-2020), 23 - 24 July, 2020, PANAJI, GOA, INDIA, ICT Systems and Sustainability: Advances in Intelligent Systems and Computing, Springer, Springer, vol 1270, 157-163 2020 JULY 2020
Publication Category: International A combination of FractalNet and CNN for Lung Nodule Classification, IEEE Xplore, 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IIT Kharagpur, 1-3 July 2020. JULY 2020
Publication Category: International “Cluster Head Selection and Cluster Construction Using Fuzzy Logic in WSNs”, IEEE Xplore, 16th IEEE India Council International Conference (INDICON 2019), December 2019. DEC 2019
Publication Category: International GVFF-RLS Adaptive Algorithm for Elimination of Ocular Artifacts from EEG Signals, 16th IEEE India Council International Conference (INDICON-2019), IEEE Xplore, 13-15 December 2019. DEC 2019
Publication Category: International Brain Computer Interface for Measuring the Impact of Yoga on Concentration Levels in Engineering Students, 5th International Symposium on Intelligent Systems Technologies and Applications (ISTA-2019), IIIT M Kerala, December 2019. DEC 2019
Publication Category: International Shuffled Particle Swarm Optimization for Energy Efficiency using Novel Fitness Function in WSN, Springer Series, Lecture Notes in Computer Science (LNCS), 8th International Conference on Pattern Recognition and Machine Intelligence (Premi-2019), December 2019. DEC 2019
Publication Category: International Prediction of Performance Indexes in CNC Milling using Regression Trees, Springer Series, Lecture Notes in Computer Science (LNCS), 8th International Conference on Pattern Recognition and Machine Intelligence (Premi-2019), December 2019. DEC 2019
Publication Category: International Binary Binomial Tree based Secure and Efficient Electronic Healthcare Record Storage in Cloud Environment, 20th International Conference on Innovations for Community Services (I4CS 2020), Communications in Computer and Information Science (CCIS) Springer, Bhubaneswar, India, January 2020. OCT 2019
Publication Category: International Binary Dragonfly Algorithm and Fisher Score based Hybrid Feature Selection adopting a Novel Fitness Function Applied to Microarray Data, IEEE Xplore, 1st International conference on Applied Machine Learning(ICAML2019), October 2019 Bhubaneswar, Odisha, India. OCT 2019
Publication Category: International Dynamic Cluster Formation Mechanism in Wireless Sensor Networks using Fuzzy Logic, IEEE Xplore, 1st International conference on Applied Machine Learning(ICAML2019), October 2019 Bhubaneswar, Odisha, India. OCT 2019
Publication Category: International Prospect of Stein’s Unbiased Risk Estimate as Objective Function for Parameter Optimization in Image Denoising Algoritms-A Case Study on Gaussian Smoothing Kernel, IEEE Xplore, 5th IEEE International Conference on Data Science and Engineering (ICDSE-2019), IIT Patna, September 2019. SEPT 2019
Publication Category: International Generalized Compensative Intuitionistic Fuzzy Information with Choquet Integrals, IEEE Xplorer, 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT-2019), IIT Kanpur, July 2019. JULY 2019
Publication Category: International Dependency of Optimum Value of Regularization Parameter in Total Variation Filter on Noise Statistics - A MR Phantom Study, IEEE Xplorer, 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT-2019), IIT Kanpur, July 2019. JULY 2019
Publication Category: International Two-stage Credit Scoring Model based on Evolutionary Feature Selection and Ensemble Neural Networks, IETE Springer series, 1st International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND-2019) March, 2019, NIT Kurukshetra, INDIA. MAR 2019
Publication Category: International t-SNE Manifold Learning Based Visualization: A Human Activity Recognition Approach, Springer Series, Advances in Data Science and Management - Proceedings of International Conference on Data Science and Management (ICDSM-2019), February 2019. FEB 2019
Publication Category: International GWO-GA based Load Balanced and Energy Efficient Clustering Approach for WSN, Springer Series -Smart Innovation, Systems and Technologies (SIST), Third International Conference on Smart Trends for Computing and Communications (Smartcom-2019), January, 2019, Bangkok, Thailand. JAN 2019
Publication Category: International Cryptocurrency : A Comprehensive Analysis, Springer Series -Smart Innovation, Systems and Technologies (SIST), Third International Conference on Smart Trends for Computing and Communications (Smartcom-2019), January, 2019, Bangkok, Thailand. JAN 2019
Publication Category: International Design and Development of Efficient Soft Computing Algorithms for Identification of Type-2 Diabetes Mellitus, 4th International Symposium on Intelligent Systems Technologies and Applications (ISTA-2017), Manipal University, September 2017. OCT 2018
Publication Category: International Novel Fitness Function for SCE Algorithm based Energy Efficiency in WSN, 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IISC Bangalore, IEEE Xplore, 2018. SEPT 2018
Publication Category: International Deceit Identification Test on EEG Data using Deep Belief Network, 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IISC Bangalore, IEEE Xplore, 2018. SEPT 2018
Publication Category: International Performance Evaluation of Nonlinear Spatial Filters on MR Images, 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), IISC Bangalore, IEEE Xplore, 2018. SEPT 2018
Publication Category: International Novel Fitness Function for 3D Image reconstruction using Bat Algorithm based Autoencoder, ACM Digital Library, 23rd International ACM Conference on 3D Web Technology, Poland, 20-22 June 2018. JUN 2018
Publication Category: International Subject based Deceit Identification using Empirical Mode Decomposition, Procedia Computer Sience, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Credit Scoring Model based on Weighted Voting and Cluster based Feature Selection, Procedia Computer Sience, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International P-FHM+: Parallel high utility itemset mining algorithm for big data processing, Procedia Computer Science, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Classi?cation of Facial Expressions from EEG signals using Wavelet Packet Transform and SVM for Wheelchair Control Operations, Procedia Computer Science, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Classification of EEG data for human mental state analysis using Random Forest Classifier, Procedia Computer Science, Elsevier, International Conference on Computational Intelligence and Data Science (ICCIDS 2018) 7-8th April, 2018. APRIL 2018
Publication Category: International Classification of EEG Data using k-Nearest Neighbor approach for Concealed Information Test, 8th International Conference On Advances In Computing & Communications, Procedia Computer Science, Elsevier, 2018. 2018
Publication Category: International Energy Efficient Design of Wireless Sensor Network: Clustering, "International Conference on Recent Trends in Engineering & Sciences, Scopus, Vishakhapatnam, 2018. 2018
Publication Category: International “Optimized Deep Learning based Liver Ultrasound Tissue Characterization and Risk Stratification”. Status: Accepted. 2018 AIUM Convention. (Abstract) 2018
Publication Category: International “Risk Stratification of Fatty Liver Disease using Extreme Learning Machine based Ultrasound Tissue Characterization”. Status: Accepted. 2018 AIUM Convenion. (Abstract) 2018
Publication Category: International “Deep Learning based accurate lumen diameter measurement in curved vessels in carotid ultrasound”. Status: Accepted. 2018 AIUM Convention. (Abstract) 2018
Publication Category: International Survey on Clustering Approaches, 2nd International Conference on Inventive Communication and Computational Technologies (ICICCT 2018), IEEE Xplore, Coimbatore, 20-21 April 2018. 2018
Publication Category: International "Intelli-DRM: An Intelligent Computational Model for Forecasting Severity of Diabetes Mellitus" in 8th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, IIT Delhi, 2017 2017
Publication Category: International "PSO-RBFNN: A PSO-based Clustering Approach for RBFNN Design to Classify Disease Data", in 26th International Conference on Artificial Neural Networks (ICANN), LNCS, Italy, 2017. 2017
Publication Category: International "Diabetes-Finder: A Bat Optimized Classification System for Type-2 Diabetes" in 6th International Conference on Advances in Computing & Communications (ICACC-2017), Elsevier procedia computer science, India, 2017 2017
Publication Category: International "A Novel Green Stable Evolutionary Routing Algorithm for Energy Efficiency in WSNs" in 7th International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, MIT Manipal, India, 2017 2017
Publication Category: International “Hierarchical approach for outlier insensitive seed selection in Kmeans clustering using kd-tree”, World Conference on Information Technology (WCIT-2012), Barcelona, Spain, Procedia Computer Science and Information Technology, Vol 04 (2013) 294-299. 2017
Publication Category: International “Load balancing in Wireless Sensor Networks by Optimal Placement of Base Stations using kd-Tree”, 2016 Annual International Conference on Innovative Technologies and Advanced Computing (ICIAC-16), London, 2016. 2016
Publication Category: International SB-PSO: Score Based Particle Swarm Optimization Scheduling Algorithm for Cloud Computing, International Conference on Swarm, Evolutionary, and Memetic Computing SEMCCO-2015, Hyderabad. (Abstract) 2015
Publication Category: International “HK-Means: A Heuristic Approach to Initialize and Estimate the Number of Clusters in K-Means”, International Conference on Computational and Experimental Science and Engineering (ICCESEN-2015), Antalya-Turkey. (Abstract) 2015
Publication Category: International “Improved K-means clustering algorithm using Voronoi diagram.”, International Conference on Computational and Experimental Science and Engineering (ICCESEN-2015), Antalya-Turkey. (Abstract) 2015
Publication Category: International Damodar Reddy and Prasanta K. Jana, “A Prototype-based Modified DBSCAN for Gene Clustering”, International Conference on Communication, Computing & Security (ICCCS-2012), Rourkela, Procedia Technology (Elsevier), vol. 6, pp. 485-492, October 2012. OCT 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “A novel clustering algorithm using Voronoi diagram”, International Conference on Digital Information Management (ICDIM-2012), Macau, Hong Kong, IEEE Xplore, pp. 35-40, August 2012. AUG 2012
Publication Category: International Damodar Reddy Edla, Seshaiah Machavarapu and Prasanta K. Jana, “An Improved MST-based Clustering for Biological Data”, International Conference on Data Science & Engineering (ICDSE-2012), Cochin, Kerala, IEEE Xplore, pp. 42-47, July, 2012. JULY 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “Initialization for K-means clustering using Voronoi diagram”, International Conference on Computer, Communication, Control and Information Technology (C3IT-2012), Kolkata, Procedia Technology(Elsevier), vol. 4, pp. 395-400, February 2012. FEB 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “A Grid Clustering Algorithm Using Cluster Boundaries”, World Congress on Information and Communication Technologies (WICT-2012),Trivandrum, IEEE Xplore, pp. 254-259, October-November, 2012. 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “Hierarchical approach for outlier insensitive seed selection in K-means clustering using kd-tree”, World Conference on Information Technology (WCIT-2012), Barcelona, Spain, Procedia Computer Science and Information Technology, November 2012. 2012
Publication Category: International Damodar Reddy Edla and Prasanta K. Jana. “Minimum spanning tree based clustering using partitional approach”, International Conference on Frontiers of Intelligent Computing: Theory and applications (FICTA-2012), Bhuvaneswar, Advances in Intelligent and Soft Computing (Springer), vol.199, pp. 237-244, 2012. 2012
Publication Category: International Damodar Reddy and Prasanta K. Jana, “Clustering Biological Data Using Voronoi Diagram”, International Conference on Advanced Computing, Networking and Security (ADCONS-2011), Karnataka, Lecture Notes in Computer Science (Springer), vol. 7135/2012, pp. 188-197, December 2011. DEC 2011
Publication Category: International Azad Naik, Damodar Reddy and Prasanta K. Jana, “A Novel Clustering Algorithm for Biological Data”, International Conference on Emerging Applications of Information Technology(EAIT-2011), Kolkata, IEEE Xplore, pp. 249-252, February 2011. FEB 2011
Publication Category: International Damodar Reddy, Devender Mishra and Prasanta K. Jana, “MST-based Cluster Initialization for K-means”, International conf. on Computer Science and Information Technology (COSIT-2011), Communications in Computer and Information Science (Springer), Bangalore, vol. 131(2), pp. 329-338, January 2011. JAN 2011
Publication Type: Book Chapter
Publication Category: International Secure Identity based proxy signature with Computational Diffie-Hellman for cloud data management, IGI Global publishers. SEPT 2019
Publication Category: International Credit Scoring Using Birds Swarm Optimization, CRC Press 2018
Publication Category: International Application of Neural Network for Routing in Mobile Wireless Sensor Network: A Case Study, McGraw-Hill India. 2016
Publication Category: International A Survey on Neural Network Classifiers for Diabetes Classification, McGraw-Hill India. 2016
Publication Category: International A kd-tree based Clustering Algorithm for Gene Expression Data; Encyclopedia of Business Analytics and Optimization (EBAO), IGI Global publishers. MAR 2013
Publication Type: Books Authored
Publication Category: International Soft Computing Techniques for Type-2 Diabetes Data Classification, CRC-Press, Taylor & Francis, (In Press) 2019
Publication Category: International Wireless Sensor Networks: Evolutionary Algorithms for Optimizing Performance, CRC-Press, Taylor & Francis, (In Press) 2019
Publication Category: International "Fraud Detection using Data Mining Techniques", Lambert Academic Publishers, Germany. 2019
Publication Category: International Edited Volume: Advances in Machine Learning and Data Science, Springer – AISC Series, Proceedings of LAMDA-2017. 2017
Publication Category: International "Clustering Biological Data", Lambert Academic Publishers, Germany. SEPT 2013
Research Guidance :
1. Dr. RAMALINGASWAMY CHERUKU (Ph. D AWARDED);
2. Dr. DIWAKAR P THRIPATHI (Ph. D AWARDED);
3. Dr. ANNUSHREE BABLANI (Ph. D AWARDED);
4. Dr. AMRUTHA LIPARE (Ph. D AWARDED);
5. Dr. SIMI VR (Ph. D AWARDED);
6. Dr. AMRITA NAIK (Ph. D AWARDED);
7. Mr. RAHUL MISHRA (THESIS SUBMITTED);
8. Mr. SRINIVASA RAO S (THESIS SUBMITTED).
Title: "Indo-Norwegian Collaboration in Intelligent Offshore Mechatronics Systems (INMOST)", Funding Agency: The Research Council of Norway under INTPART, Budget: 4 Crores (Approx.), Role: Co-Principal Investigator, (Grant No: 309582/KZG)
Title: "Designing Efficient Algebraic Activation Functions in Deep Learning for Classification of Electroencephalography (EEG) Data", Funding Agency: DST-SERB, Budget: 6.6 Lakhs, Role: Principal Investigator, (Grant No: MTR/2019/000425)
Title: "Secure and dynamic privacy-preserving public auditing schemes for IOT enabled data in clouds", Funding Agency: The PMU Cybersecurity Center, Budget: USD 6000, Role: Co-Principal Investigator, (PCC-Grant-202113).
Title: “Modelling and Simulation of Brain-Computer Interface for Implanted Neural Prosthetic Devices using Spiking Neural Networks and Bio-Inspired Optimization Algorithms” Funding Agency: ARTPARK (IISc Bangalore), Budget: 3.6 Lakhs, Role: Principal Investigator, (Grant No: PG-01)
Title: "Energy Efficiency Optimization using Machine Learning in Intelligent Reflecting Surface (IRS) aided Unmanned Arial Vehicle (UAV) for 6G Wireless Communication Networks", Funding Agency: DST-SERB, Budget: Rs. 18.3 Lakhs, Role: Project Mentor, (Grant No: TAR/2022/000383).
CSIR-Senior Research Fellow
Young Faculty Award-2015
DR APJ Abdul Kalam Life Time Achievement National Award-2018
Best Researcher Award - 2018
Distinguished Faculty-Asia Arab Award- 2018
MHRD - GATE (2006 AND 2007)
Visiting Researcher at Saint Mary's University, Canada
Chartered Engineer - The Institution of Engineers (India)
Elsevier - Outstanding Reviewer
IEEE Senior Member
2020 IEEE TIM Outstanding Reviewer
ACM Senior Member
ARTPARK Student Innovation Grant from IISc Bangalore
IEEE TIM Outstanding Editor Award - 2022
INSA Visiting Scientist - 2022
Senior Member - IEEE
Senior Member of the International Association of Computer Science and Information Technology (IACSIT)
Member - The Institution of Engineers (India)
Member of the ‘Editorial Board’ for International Journal of Engineering and Advanced Technology (IJEAT); Member of the ‘Editorial Board’ for International Journal of Soft Computing and Engineering (IJSCE); Member of the ‘Editorial Board’ for Intl. Journal of Emerging Technology and Advanced Engineering (IJETAE); Board Member of the International Journal of Computer & Organization Trends (IJCOT);
Senior Member - ACM
Head of the CSE Department (October 2015 - May 2018)
Nodal Officer/GIAN
Training & Placement Officer (March 2015 - July 2017)
First Appellate Authority
Nodal Officer-NIRF
Nodal Officer for MHRD-V Lab
Member, AAC
Member, Senate
Member, Convocation Core Committee
CCMT-2017 Centre In-charge
Member and Chairman of various purchase committees
Member of non-teaching applications scrutiny committee
DRDO CBST-2014 (Coordinator at NIT Goa)
Nodal Officer (For recruitment of VC, GU, Maharashtra)
CBT Observer for UGC-NET
Observer for NEET (UG) - 2019
Presiding Officer (General Elections-2019) - 38 - Sanvordem
|
Sr.No |
Month |
Year |
Training attended Information |
|---|---|---|---|
|
1 |
DEC |
2012 |
International Conference on Frontiers of Intelligent Computing: Theory and applications (FICTA-2012), Bhuvaneswar. |
|
2 |
NOV |
2012 |
World Conference on Information Technology (WCIT-2012), Barcelona, Spain. |
|
3 |
NOV |
2012 |
World Congress on Information and Communication Technologies (WICT-2012), Trivandrum. |
|
4 |
OCT |
2012 |
International Conference on Communication, Computing & Security (ICCCS-2012), Rourkela. |
|
5 |
AUG |
2012 |
International Conference on Digital Information Management (ICDIM-2012), Macau, Hong Kong. |
|
6 |
JULY |
2012 |
International Conference on Data Science & Engineering (ICDSE-2012), Cochin, Kerala. |
|
7 |
FEB |
2012 |
International Conference on Computer, Communication, Control and Information Technology (C3IT-2012), Kolkata. |
|
8 |
DEC |
2011 |
International Conference on Advanced Computing, Networking and Security (ADCONS-2011), Karnataka. |
|
9 |
FEB |
2011 |
International Conference on Emerging Applications of Information Technology(EAIT-2011), Kolkata. |
|
10 |
JAN |
2011 |
International conf. on Computer Science and Information Technology (COSIT-2011), Bangalore. |
|
Sr.No |
Month |
Year |
Trainings Conducted Information |
|---|---|---|---|
|
1 |
JUN |
2020 |
Webinar on "Skill Development using Virtual Labs" (5 June 2020) under MHRD Virtual Labs project |
|
2 |
JAN |
2020 |
National Workshop on “Virtual Labs” (23 January, 2020) under MHRD Virtual Labs project |
|
3 |
OCT |
2017 |
First International Conference on "Latest Advances in Machine learning and DAta Science" [LAMDA - 2017] 25 - 27 October, 2017 |
|
4 |
JULY |
2017 |
Short-term Course on "The field theory of Quantum and Classical free electron theory" 3-13 July 2017 |
|
5 |
MAR |
2017 |
Distinguished Lecture on "Contours of India's foreign policy" March 17, 2017 |
|
6 |
DEC |
2016 |
Workshop on "Practical Applications of Data Mining and IBM Bluemix and Watson" 5-9 December 2016. |
|
7 |
DEC |
2016 |
Short-term Course on "Cloud Security & Privacy" 12-18 December, 2016. |
|
8 |
APRIL |
2016 |
Faculty Development Programme on "Software Engineering" (Sponsored by E&ICT Academy) 1-6 April, 2016. |
|
9 |
MAR |
2016 |
Two-day National Workshop on "Patents and Intellectual Property Rights" 4 - 5 March 2016 |
|
10 |
JULY |
2015 |
Short Term Training Programme on "Data Mining: Research Challenges & Innovations" 6-10 July, 2015. |
|
11 |
JULY |
2015 |
National Workshop on "How To Write Research Projects" 8th July, 2015 |
|
12 |
JAN |
2015 |
Workshop on Cyber Security 19 Jan. 2015 |
|
13 |
JULY |
2014 |
Short-Term Certificate Course on "Pattern Analysis and Information Security" 30 June - 4 July, 2014 |
|
14 |
MAY |
2014 |
Workshop on MATLAB and Simulink 5 May 2014 |