69. Akash S P, Shafna V and Dr. Madhu Kumar S D, Noise-Reduced Time-Series Modeling of Wearable Activity Data for Neuropsychiatric Disorder Classification, IEEE International Conference on Recent Advances in Electronics, Communication, Computing, Automation, and Power (IEEE RECCAP 2026)IIT Palakkad (Accepted).
68. Naveen Gill, Ajvad Haneef K and Dr. Madhu Kumar S D, LLM-Guided Feature Selection with Empirically Optimal Feature Subset Size: A Generalization Study on Malware Detection, International Conference on Recent Advances in Electronics, Communication, Computing, Automation, and Power (IEEE RECCAP 2026), IIT Palakkad (Accepted).
67.Ms. Shafna V and Dr. S D Madhu Kumar, Multidomain HRV Features for the Smart Diagnosis of ADHD Using ML ModelsTENCON 2025 - 2025 IEEE Region 10 Conference (TENCON) October 27 - 30, 2025 at Kota Kinabalu, Sabah, MALAYSIA
66.Akash S P; Shafna V; Madhu Kumar S D, Intelligent ADHD Detection: Leveraging Knowledge-Enhanced CNNs with Low-Cost Activity Sensor Data, 2025 IEEE Region 10 Symposium (TENSYMP), Christchurch, New Zealand, 2025, pp. 1-6, doi: 10.1109/TENSYMP63728.2025.11144941.
65.Jaisooraj J; S D Madhu Kumar; Priya Chandran. Energy-Efficient Routing in Low Power and Lossy Networks Under Hybrid Mode RPL, 2025 IEEE Region 10 Symposium (TENSYMP), Christchurch, New Zealand, 2025, pp. 1-6, doi: 10.1109/TENSYMP63728.2025.11144929.
64.Naveen Gill, Ajvad Haneef K, S D Madhu Kumar. 2025. LLM-FS: Zero-shot feature selection for effective and Interpretable Malware Detection , BuildSec’25 Building a Secure & Empowered Cyberspace (IEEE Conference) , IIT Patna, Bihar, India, December 2025
63. MadhuKumar SD, Narayan A, Dameera T, Chacko AM. 2024. Elevating GraphSAGE for Covertness: A Strategic approach to unmasking fake reviews in E-Commerce. Digital State Sponsored Disinformation and Propaganda: Challenges and Opportunities, International AAAI Conference on Web and Social Media (ICWSM). , Buffalo, New York, USA; doi: 10.36190/2024.65
62. Jaisooraj, J, MadhuKumar SD, Sudevan K. 2024. IP-RPL: A Protocol for Efficient Point-to-Point Communication in Low Power and Lossy Networks. In 2023 IEEE 20th India Council International Conference (INDICON). :812-818., Hyderabad, India, DOI: 10.1109/INDICON59947.2023.10440905: IEEE, 2023
61. Athira, AB, Kumar SDM, Tiwari, Chacko AM. 2023. Multimodal Data Fusion Framework For Fake News Detection, Dec 2022. IEEE 19th India Council International Conference (INDICON 2022). , Kochi.
60. Shafna V, Kumar SDM. 2023. An ML Model for Mental Health Monitoring using Facial Emotion Detection and Analyzing Social Media Posts, 4 April. ACM SAC 2023. , Tallinn, Estonia.
59. MadhuKumar, SD, Kancharla JR. 2023. Breaking Down Data Silos: Data Mesh to Achieve Effective Aggregation in Data Localization. International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3). :1-5., Srinagar Garhwal, India doi: 10.1109/IC2E357697.2023.10262765: IEEE
58. K, AH, Kumar SDM. 2023. Deep Learning Techniques for Malware Detection: A Comprehensive Survey”. IEEE IC2E3. , NIT Utharakhand
57. MadhuKumar, SD, A RM. 2023. Hate Speech Detection in Indian Languages: A Brief Survey. IEEE 2nd International Conference on Data, Decision and Systems (ICDDS). :1-5., Mangaluru, India; doi 10.1109/ICDDS59137.2023.10434756: IEEE
56. AbhayNarayanan, N, MadhuKumar SD, AnuMary C. 2022. A Review of Financial Fraud Detection in E-Commerce using Machine Learning. 10th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2022). , NIT Mizoram: Springer
55. Athira, AB, MadhuKumar SD, AnuMary C. 2022. Towards Smart Fake News Detection Through Explainable AI. 7th International Conference on Micro-Electronics, Electromagnetics and Telecommunications(ICMEET - 2022). , Andhra Pradesh, India: Springe
54. Jose, X, MadhuKumar SD, Chandran P. 2021. Characterization, Classification and Detection of Fake News in Online Social Media Networks. 2021 IEEE Mysore Sub Section International Conference (MysuruCon). :759-765., Mysor
53. V, AK, Jaisooraj, Chandran P, MadhuKumar SD. 2019. Hybrid-RPL: A Step towards Ensuring Scalable Routing in Internet of Things. International Conference on Advanced Communication and Computational Technology (ICACCT) 2019. , NIT Kurukshtra
52. Ajwalia, SM, Chacko AM, MadhuKumar SD. 2019. Integrating Cloud and Health Informatics: Approaches, Applications, and Challenges. 1st International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND 2019), Kurukshetra
51. Lee, OT, Sharma V, MadhuKumar SD, Chandran P. 2019. Modelling Multi-level consistency in Erasure Code Based Storage System. ACM SAC 2019. , Cyprus
50. Gilesh, MP, MadhuKumar SD, Jacob L. 2018. Bounding the Cost of Virtual Machine Migrations for Resource Allocation in Cloud Data Centers, April 2018. ACM SAC Cloud Computing Track. , Pau, France
49. Howlader, P, Pal KK, MadhuKumar SD, Cuzzocrea A. 2018. Predicting Facebook-Users’ Personality based on Status and Linguistic Features via Flexible Regression Analysis Techniques, April 2018. ACM SAC 2018 Cognitive Computing Track. , Pau, France
48. Pratima, HV, Leee OT, MadhuKumar SD, ChandranPriya. 2018. Improved Epoch expiry and Load handling mechanism for RAPID - The Fast Data update Protocol in Erasure Coded Storage Systems. International Conference on Data Science and Engineering (ICDSE 2018). , Cochin University: IEEE explore
47. Jain, S, MP G, MadhuKumar SD, Jacob L. 2018. On the Necessity of Right Optimizations for Live Migration of Virtual Machines. IEEE TENSYMP. , Sydney, Australia: IEEE Explore
46. Akash, GJ, Ojus TL, MadhuKumar SD, ChandranPriya, Alfredo C. 2017. RAPID: A Fast Data Update Protocol in Erasure Coded Storage Systems for Big Data, May 2017. 2nd IEEE/ACM International Workshop on Distributed Big Data Management (DBDM 2017), In conjunction with IEEE/ACM CCGRID2017. , Madrid, Spain
45. Shabeera, TP, MadhuKumar SD. 2017. A HEURISTIC BASED ALGORITHM FOR DISTANCE-AWARE VIRTUAL MACHINE ALLOCATION IN CLOUD, March 2017. Second International Conference on Internet of Things, Data and Cloud Computing ( ICC'17). , Cambridge University, United Kingdom:ACM
44. Binesh, J, MadhuKumar SD, Alfredo C. 2017. Enhancing Contact Center Performance Using Cloud Computing: A Case Study on Telecom Contact Centers. Second International Conference on Internet of Things, Data and Cloud Computing ( ICC'17). , Cambridge University, United Kingdom: ACM
43. Gilesh, MP, MadhuKumar SD, Lillykutty J. 2017. HyViDE: A Framework for Virtual Data Center Network Embedding. ACM SAC 2017 Track on Cloud Computing. , Marrakesh, Morocco: ACM
42. Ojus, OTL, Akash AGJ, MadhuKumar SD, Priya PC. 2017. A Method for Storage Node Allocation in Erasure Code Based Storage Systems. Collaboration and Internet Computing (CIC), 2017 IEEE 3rd International Conference on. :449–454.
41. Regi, NT, Shabeera TP, MadhuKumar SD. 2017. An algorithm for distance-aware VM allocation with guaranteed bandwidth. IEEE Region 10 Symposium (TENSYMP), 2017. :1–5
40. Jose, B, Ramanan RT, MadhuKumar SD. 2017. Big data provenance and analytics in telecom contact centers. Region 10 Conference, TENCON 2017-2017 IEEE. :1573–1578
39. Chacko, A, MadhuKumar SD. 2017. Big data provenance research directions. Region 10 Conference, TENCON 2017-2017 IEEE. :651–656.
38. Pillai, SP, MadhuKumar SD, Radharamanan T. 2017. Consolidating evidence based studies in software cost/effort estimation. Region 10 Conference, TENCON 2017-2017 IEEE. :833–838.: IEEE
37. Gilesh, MP, Kumar MSD, Jacob L, Bellur U. 2017. Towards a Complete Virtual Data Center Embedding Algorithm Using Hybrid Strategy. 37th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2017, Atlanta, GA, USA, June 5-8, 2017. :2616–2617
36. Xu, J, Palanisamy B, Tang Y, Kumar MSD. 2017. {PADS:} Privacy-Preserving Auction Design for Allocating Dynamically Priced Cloud Resources. 3rd {IEEE} International Conference on Collaboration and Internet Computing, {CIC} 2017, San Jose, CA, USA, October 15-17, 2017. :87–96
35. Ojus Thomas, L, MadhuKumar SD, Chandran P. 2016. Erasure Coded Storage Systems for Cloud Storage - Challenges and Opportunities, August. IEEE International Conference on Data Science and Engineering (ICDSE 2016). , Kochi
34. Ojus Thomas, L, MadhuKumar SD, Chandran P. 2016. 6. ECSim:A Simulation Tool for Performance Evaluation of Erasure Coded Storage Systems. Symposium on Emerging Topics in Computing and Communications (SETCAC'16). , Jaipur
33. MadhuKumar, SD. 2016. Current Research Directions on Big data Analytics-opening Keynote. ICIA-16: Proceedings of the International Conference on Informatics and Analytics. :pp:22-23., Pondicherry, India: Published by ACM , ICPS
32. Shiven, S, Sachin S, Gilesh MP, MadhuKumar SD. 2016. Evaluation of Performance Characteristics and Limitations of FlowVisor. International Conference in Information Science(ICIS -2016). , Kochi
31. AnuMary, C, MadhuKumar SD, Munavar F. 2016. Provenance-Aware NoSQL Databases. International Symposium on Security in Computing and Communications (SSCC'16). , Jaipur: Springer
30. Binesh, J, MadhuKumar SD. 2015. Telecom grade cloud computing: Challenges and opportunities, Feb 2015. IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES). , Calicut India
29. Shilpa, P, MadhuKumar SD. 2015. Feature Oriented Sentiment Analysis in Social Networking Sites to Track Malicious Campaigners, 8, December. Third edition of the International Conference on Recent Advances in Computational Systems (IEEE RAICS-2015). , Trivandrum
28. Amritapatole, MadhuKumar SD, Chandran P, Shabeera TP. 2015. Load-Aware Replica Placement in Multiuser Hadoop Environment Using MST, 8, December. Third edition of the International Conference on Recent Advances in Computational Systems (IEEE RAICS -2015). , Trivandrum
27. Amritapatole, MadhuKumar SD, Chandran P, Shabeera TP. 2015. Load-Aware Replica Placement in Multiuser Hadoop Environment Using MST, 8, December. Third edition of the International Conference on Recent Advances in Computational Systems (IEEE RAICS -2015). , Trivandrum
26. AnitaBrigit, M, MadhuKumar SD. 2015. Analysis of Data Management and Query handling in Social Networks using NoSQL Databases. Fourth International Conference on Advances in Computing, Communications and Informatics (ICACCI-2015) (Accepted). , Cochin, India: IEEE Explore
25. Anita, BM, Priyabrat P, MadhuKumar SD. 2014. Efficient Information Retrieval using Lucene, LIndex and HIndex in Hadoop, November 2014. 11th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA' 2014). , Doha
24. GaneshBabu, Shabeera TP, MadhuKumar SD. 2014. Dynamic Colocation Algorithm For Hadoop, 27 September. International Conference on Advances in Computing, Communications and Informatics (ICACCI-2014). , Noida, New Delhi
23. Manish Parashar, Umesh Bellur, S.D Madhu Kumar, Priya Chandran, Murali Krishnan, Kamesh Madduri, Sushil K. Prasad, C. Chandra Sekhar, Nanjangud C. Narendra, Carlos Valera, Sanjay Chaudhary, Kavi Arya, Xiaolin Li (Eds.). 2014. Seventh International Conference on Contemporary Computing, {IC3} 2014, Noida, India, August 7-9, 2014.
22. Shabeera, TP, MadhuKumar SD. 2013. 'Bandwidth-Aware Data Placement Scheme for Hadoop, December 2013. IEEE Recent Advances in Intelligent Computational Systems (IEEE RAICS). , Trivandrum, India
21. VijuPoonthottam, MadhuKumar SD. 2013. A Dynamic Data Placement Scheme for Hadoop Using Real-time Access Patterns, August 2013. International Conference on Advances in Computing, Communications and Informatics (ICACCI-2013). Mysore India
20. BabithaBalachandran, MadhuKumar SD. 2013. Optimization Of Reconfiguration Time During Client Movement On Siena, August 2013. International Conference on Advances in Computing, Communications and Informatics (ICACCI-2013. , Mysore India
19. MadhuKumar, SD, Reshmi G. 2012. An Adaptive Method for Node Revocation in Peer-to-Peer Networks. International Conference on Cloud Computing Technology and Management (ICCCTAM 12). , Dubai. UAE
18. Shabeera, TP, Chandran P, Kumar MSD. 2012. Authenticated and persistent skip graph: a data structure for cloud based data-centric applications. Proceedings of the International Conference on Advances in Computing, Communications and Informatics. :155–160., New York, NY, USA: ACM
17. Manakattu, SS, Kumar MSD. 2012. An improved biased random sampling algorithm for load balancing in cloud based systems. Proceedings of the International Conference on Advances in Computing, Communications and Informatics. :459–462., New York, NY, USA
16. Kovilakath, VP, Kumar MSD. 2012. Semantic broken link detection using structured tagging scheme. Proceedings of the International Conference on Advances in Computing, Communications and Informatics. :16–20., New York, NY, USA
15. Chimakurthi, L, MadhuKumar SD, SureshChandraMoharana, Kalyankumar SMMM. 2011. Power Efficient Resource Allocation for Clouds Using Ant Colony Framework , April 2011. International Conference on Advances in Computing and Communication ICACC-2011. , NIT Hamirpur, India
14. MadhuKumar, SD, S.M.M.M.KalyanKumar, SureshChandraMoharana, Chimakurthi L. 2011. A Cloud Based Scheme for Constraint-less Mobile Computing. International Conference on Emerging Technology Trends in Cloud Computing. , Kollam, India
13. AbdulNazeer.K.A, MadhuKumar SD, Sebastian.M.P. 2011. Enhancing the K-means Clustering Algorithm by Using a O(nlogn) Heuristic Method for Finding Better Initial Centroids. International Conference on Emerging Applications of Information Technology- EAIT 2011. , Calcutta, India: IEEE Computer Society
12. MadhuKumar, SD, Manu.J.Pillai, Sebastian.M.P. 2010. A survey of Basic MAC protocols for Mobile Ad Hoc Networks. A survey of Basic MAC protocols for Mobile Ad Hoc Networks. International Conference on Technological Trends (ICTT 2010). , Trivandrum, India
11. MadhuKumar, SD, Bellur U. 2009. Underlay Aware Resiliency in P2P Overlays, 4 January 2009. The Tenth International Conference on Distributed Computing and Networking, ICDCN 09. , Hyderabad, India
10. MadhuKumar, SD, Lisha.P.P. 2009. Event Modeling for Content Based Publish/Subscribe Systems. International Conference on Advances in Recent Technologies in Communication and Computing, ARTCom 09. :855-859., Kottayam, India: IEEE Computer Society
9. MadhuKumar, SD, ShibleyJoseph. 2009. Secure Content Based Publish/Subscribe System Using Prefix Preserving encryption. The Third International Conference on Information Processing, ICIP 09. :569-578., Bangalore, India
8. MadhuKumar, SD, Bellur U. 2008. Availability Models for Underlay Aware Overlay Networks, july 2008. The Second International Conference on Distributed Event Based Systems, DEBS 08. , Rome, Italy
7. MadhuKumar, SD, Bellur U, Kiran EK. 2007. Adding Underlay Aware Fault Tolerance to Hierarchical Event Broker Networks. The Second International Conference on Software and Data Technologies, ICSOFT 07. :99-105., Barcelona
6. MadhuKumar, SD, Bellur U. 2007. A Distributed Algorithm for Underlay Aware and Available Overlay Formation in Event Broker Networks for Publish/Subscribe Systems. First International Workshop on Distributed Event Processing Systems and Applications (DEPSA 07) colocated with ICDCS. :69., Toronto, Canada
5. Shruti.P.Mahambre, MadhuKumar SD, Bellur U. 2007. A Taxonomy of QoS-Aware, Adaptive Event-Dissemination Middleware. IEEE Internet Computing. 11:35-44., Number 4
4. MadhuKumar, SD, Shruti.PMahambre, Bellur U. 2007. A Taxonomy of QoSAware, Adaptive Event-Dissemination Middleware. IEEE Internet Computing. 11(4):35-44.
3. MadhuKumar, SD, Bellur U. 2006. Adaptive Overlays for Event Based Middleware: A Case for Chordal Reliability Rings. In Proceedings of the Fourteenth International Conference on Advanced Computing and Communications (ADCOM 2006). :38-43., Mangalore,India: IEEE
2. MadhuKumar, SD, Bellur U. 2006. An Underlay Aware, Adaptive Overlay for Event Broker Networks. In Proceedings of the Fifth International Workshop on Adaptive and Reflective Middleware (ARM 06) colocated with Middleware 06. , Melbourne: ACM
MadhuKumar, SD, Chandran P. 1996. Windows Based Application Software Developer, July 1996. EDUCOMP' 96 Internatonal Conference on Educational Computing. :178-185., Chandigargh, India