Dr. Damodar Reddy Edla

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 Farmagudi, Ponda, Goa - 403 401.

City PONDA

State GOA

Country INDIA

Email Address dr.reddy@nitgoa.ac.in

Phone [Residence] -

Phone [Mobile] 9373151004

Office Extension 0832-2404216

UG Courses
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

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PG Courses
Mathematical Foundations for Computer Science
Advanced Algorithms and Analysis
Object Oriented Software Engineering
Soft Computing
Number Theory
Artificial Neural Networks
Data Warehousing & Mining
Linear Algebra

Publication Type: Journal

Publication Type: Proceedings

1. 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     
2. 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     
3. 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     
4. 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     
5. 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     
6. 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     
7. 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     
8. 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     
9. 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     
10. 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     
11. 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     
12. 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     
13. 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     
14. 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     
15. 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     
16. 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     
17. 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     
18. 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     
19. 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     
20. 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     
21. 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     
22. 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     
23. 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     
24. 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     
25. 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     
26. 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     
27. 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     
28. 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     
29. 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     
30. Publication Category: International       Energy Efficient Design of Wireless Sensor Network: Clustering, "International Conference on Recent Trends in Engineering & Sciences, Scopus, Vishakhapatnam, 2018.      2018     
31. Publication Category: International       “Optimized Deep Learning based Liver Ultrasound Tissue Characterization and Risk Stratification”. Status: Accepted. 2018 AIUM Convention. (Abstract)      2018     
32. Publication Category: International       “Risk Stratification of Fatty Liver Disease using Extreme Learning Machine based Ultrasound Tissue Characterization”. Status: Accepted. 2018 AIUM Convenion. (Abstract)      2018     
33. Publication Category: International       “Deep Learning based accurate lumen diameter measurement in curved vessels in carotid ultrasound”. Status: Accepted. 2018 AIUM Convention. (Abstract)      2018     
34. 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     
35. 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     
36. 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     
37. 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     
38. 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     
39. 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     
40. 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     
41. 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     
42. 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     
43. 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     
44. 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     
45. 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     
46. 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     
47. 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     
48. 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     
49. 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     
50. 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     
51. 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     
52. 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     
53. 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

1. Publication Category: International       Secure Identity based proxy signature with Computational Diffie-Hellman for cloud data management, IGI Global publishers.    SEPT  2019     
2. Publication Category: International       Credit Scoring Using Birds Swarm Optimization, CRC Press      2018     
3. Publication Category: International       Application of Neural Network for Routing in Mobile Wireless Sensor Network: A Case Study, McGraw-Hill India.      2016     
4. Publication Category: International       A Survey on Neural Network Classifiers for Diabetes Classification, McGraw-Hill India.      2016     
5. 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

1. Publication Category: International       Soft Computing Techniques for Type-2 Diabetes Data Classification, CRC-Press, Taylor & Francis, (In Press)      2019     
2. Publication Category: International       Wireless Sensor Networks: Evolutionary Algorithms for Optimizing Performance, CRC-Press, Taylor & Francis, (In Press)      2019     
3. Publication Category: International       "Fraud Detection using Data Mining Techniques", Lambert Academic Publishers, Germany.      2019     
4. Publication Category: International       Edited Volume: Advances in Machine Learning and Data Science, Springer – AISC Series, Proceedings of LAMDA-2017.      2017     
5. Publication Category: International       "Clustering Biological Data", Lambert Academic Publishers, Germany.    SEPT  2013     

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);

1. 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)
2. 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)
3. 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).
4. 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)
5. 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).

1. CSIR-Senior Research Fellow
2. Young Faculty Award-2015
3. DR APJ Abdul Kalam Life Time Achievement National Award-2018
4. Best Researcher Award - 2018
5. Distinguished Faculty-Asia Arab Award- 2018
6. MHRD - GATE (2006 AND 2007)
7. Visiting Researcher at Saint Mary's University, Canada
8. Chartered Engineer - The Institution of Engineers (India)
9. Elsevier - Outstanding Reviewer
10. IEEE Senior Member
11. 2020 IEEE TIM Outstanding Reviewer
12. ACM Senior Member
13. ARTPARK Student Innovation Grant from IISc Bangalore
14. IEEE TIM Outstanding Editor Award - 2022
15. INSA Visiting Scientist - 2022

1. Senior Member - IEEE
2. Senior Member of the International Association of Computer Science and Information Technology (IACSIT)
3. Member - The Institution of Engineers (India)
4. 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);
5. Senior Member - ACM

1. Head of the CSE Department (October 2015 - May 2018)
2. Nodal Officer/GIAN
3. Training & Placement Officer (March 2015 - July 2017)
4. First Appellate Authority
5. Nodal Officer-NIRF
6. Nodal Officer for MHRD-V Lab
7. Member, AAC
8. Member, Senate
9. Member, Convocation Core Committee
10. CCMT-2017 Centre In-charge
11. Member and Chairman of various purchase committees
12. Member of non-teaching applications scrutiny committee
13. DRDO CBST-2014 (Coordinator at NIT Goa)
14. Nodal Officer (For recruitment of VC, GU, Maharashtra)
15. CBT Observer for UGC-NET
16. Observer for NEET (UG) - 2019
17. Presiding Officer (General Elections-2019) - 38 - Sanvordem