43.Narayan, A., Madhu Kumar, S. D., & Chacko, A. M. (2025). Trust at risk: Detecting misinformation in LLM-generated product reviews and its implications for consumer behavior and platform governance. Telematics and Informatics Reports, 100285. https://doi.org/10.1016/j.teler.2025.100285.
42. Abhay Narayan, Dameera Tharun, Madhu Kumar SD & Anu Mary Chacko "Covertness-aware graph neural networks for misinformation detection in e-commerce" Volum 22 article number 91(2026).
41. Jaganmohan Reddy Kancharla and S. D. Madhu Kumar, " Local Differential Privacy Preservation for Distributed Data With an Improved Distance-Based Clustering Method", 2026 Concurrency and Computation: Practice and Experience: Volume 38, Issue 5, doi: https://onlinelibrary.wiley.com/doi/10.1002/cpe.70612
40. P. T.,S., Chacko, A.M.and Kumar, S D Madhu Kumar. 2025.“Beyond the One-Size-Fits-All: A Systematic Review of Personalized and Gamified e-Learning for Neurodivergent Learners”, Electronic Journal of e-Learning, 23(3), pp 101-119 https://doi.org/10.34190/ejel.23.3.4051.
39. Jaisooraj, J, MadhuKumar SD. 2024. Efficient multicast forwarding in low power and lossy networks under RPL non‐storing mode. International Journal of Communication Systems . (p.e5884):https://doi.org/10.1002/dac.5884.
38. MadhuKumar, SD, Shafna V. 2024. Optimal interval and feature selection in activity data for detecting attention deficit hyperactivity disorder. Computers in biology and medicine. 179 108909 (doi:10.1016/j.compbiomed.2024.108909 )
37. Madhu Kumar SD, Athira AB, Chacko AM. 2023. A Review on Fake News Identification in Online Social Networks. Advances in Signal Processing, Embedded Systems and IoT . Lecture Notes in Electrical Engineering, Springer Singapore. Vol. 992 (https://doi.org/10.1007/978-981-19-8865-3_39)
36. Athira, AB, Kumar SDM, Chacko AM. 2023. A systematic survey on explainable AI applied to fake news detection. Engineering Applications of Artificial Intelligence. (https://doi.org/10.1016/j.engappai.2023.106087)
35. Jaisooraj, J, MadhuKumar SD. 2022. Energy-efficient routing in low power and lossy networks with concurrent overlapping RPL instances. Transactions on Emerging Telecommunications. Technologies, Wiley. (https://doi.org/10.1002/ett.4590)
34. Jose, B, MadhuKumar SD, Radharamanan. 2021. A risk comparison framework for evaluating the impact of telecom cloudification in organizational risk profile. Telecommunication Systems, Springer. :1-17
33. Ajwalia, SM, Chacko AM, Madhu Kumar SD. 2020. Integrating Cloud and Health Informatics: Approaches, Applications, and Challenges- Chapter 2. Cloud Security. : CRC press
32. Jose, B, T RR, MadhuKumar SD. 2019. A BOCR decision model for telecom cloud strategy election. International Journal of Innovative Technology and Exploring Engineering. 8(6):1788-1796
31. Arun, KS, Govindan VK, MadhuKumar SD. 2019. Enhanced bag of visual words representations for content based image retrieval: a comparative study. Artificial Intelligence Review, Springer
30. P, U, Govindan VK, MadhuKumar SD. 2019. Enhanced sparse representation classifier for text classification. Expert Systems with Applications, Elsevier. 129:260-272
29. Pillai, S, T RR, MadhuKumar SD. 2019. An experiment to improve expert judgment software estimation through work breakdown structure. International Journal of Innovative Technology and Exploring Engineering. 8(7):1914-1920
28. Gilesh, MP, Jain S, MadhuKumar SD, Jacob L, Bellur U. 2019. Opportunistic live migration of virtual machines. International Journal of Concurrency and Computation Practice and Experience, Wiley. 32(5)
27. Gilesh, MP, MadhuKumar SD, Jacob L. 2019. Resource Availability-Aware Adaptive Provisioning of Virtual Data Center Networks. International Journal of Network Management, Wiley. 29(2)
26. Jaisooraj, MadhuKumar SD, Ghosh A. 2019. Resource Efficient Routing in Internet of Things: Concept, Challenges, and Future Directions. International Journal of Computing and Digital Systems, University of Bahrain
25. Lee, OT, GJ A, MadhuKumar SD, Chandran P. 2019. Storage Node Allocation Methods for Erasure Code-based Cloud Storage Systems. Arabian Journal for Science and Engineering, Springer. (11)
24. Anu, CM, MadhuKumar SD, Alfredo C. 2018. Automatic Provenance Capture at Middleware in Big Data Context. Book Chapter in the Book -. Connected Environments for the IoT: Challenges and Solutions. , University of Derby, United Kingdom: Springer Verlag Gmbh, ISBN: 978331970101
23. Gilesh, MP, Sanjay S, MadhuKumar SD, Lillykutty J. 2018. Selecting Suitable Virtual Machine Migrations for Optimal Provisioning of Virtual Data Centers. ACM Applied Computing Review. 18(2):22-32.
22. Arun, KS, Govindan VK, Kumar MSD. 2017. On integrating re-ranking and rank list fusion techniques for image retrieval, May. International Journal of Data Science and Analytics. : Springe
21. Shabeera, TP, MadhuKumar SD, Sameera. 2017. Curtailing Job Completion Time in MapReduce Clouds. Computers & Electrical Engineering, International Journal Elsevier. 58:190-201
20. Mathew, AB, MadhuKumar SD, Krishnan MK, Salam SM. 2017. Efficient query retrieval in Neo4jHA using metaheuristic social data allocation scheme. Computers & Electrical Engineering
19. Anu Mary Chacko, Anish Gupta, MS, MadhuKumar SD. 2017. Improving execution speed of incremental runs of MapReduce using provenance. International Journal of Big Data Intelligence. 4:186-194
18. Shabeera, TP, MadhuKumar SD, Salam SM, Krishnan MK. 2017. Optimizing VM allocation and data placement for data-intensive applications in cloud using ACO metaheuristic algorithm. Engineering Science and Technology, an International Journal. 20:616-628., Number 2
17. RahulPrasad, K, Shabeera TP, MadhuKumar SD. 2016. A Comparative Evaluation of VM Placement Techniques in Map Reduce Cloud. Manipal Journal of Science & Technology(MJST). 1(1):30-37.
16. Shabeera, TP, Madhu Kumar SD, Chandran P. 2016. Curtailing job completion time in MapReduce clouds through improved Virtual Machine allocation. Elsevier- Computers & Electrical Engineering.
15. AnuMary, C, Anish G, Madhusudhan G, MadhuKumar SD. 2016. Improving execution speed of Incremental runs of MapReduce using Provenance. (International Journal of Big Data Intelligence (IJBDI), InderScience (In Press)
14. Shabeera, TP, Madhu Kumar SD, Salam SM, Krishnan MK. 2016. Optimizing VM allocation and data placement for data-intensive applications in cloud using ACO metaheuristic algorithm. Elsevier-Engineering Science and Technology, an International Journal.
13. AnitaBrigit, M, MadhuKumar SD. 2015. Novel Research Framework on SN’s NoSQL Databases for Efficient Query Processing. Inderscience International Journal of Reasoning-based Intelligent Systems. (Accepted)
12. Shabeera, TP, MadhuKumar SD. 2015. Optimizing Virtual Machine Allocation in MapReduce Cloud for improved Data Locality. Inderscience International Journal of Big Data Intelligence (IJBD). Vol.2 No.1(March 2015)
11. RahulPrasad, K, Shabeera TP, MadhuKumar SD. 2014. Dynamic Cluster Configuration Algorithm in MapReduce Cloud. International Journal of Computer Science and Information Technologies(ijcsit). 5 (3):4028-4033
10. RahulPrasad, K, Shabeera TP, MadhuKumar SD. 2014. Dynamic Cluster Configuration Algorithm in MapReduce Cloud. International Journal of Computer Science and Information Technologies(ijcsit). 5 (3):4028-4033
9. AnitaBrigit, M, MadhuKumar SD. 2014. An Efficient Index Based Query Handling Model for Neo4j. IJCST. Vol. 3( no. 2):pp.12–18.
8. MadhuKumar, SD, Anju KS, Asha, Mary J, Indu J, Subha N, Reshma, Ann T. 2012. Virtual Machine Placement Based on VM-PM Compatibility. The Mediterranean Journal of Computers and Networks . 8(2):35-40
7. AbdulNazeer, KA, MPSebastian, MadhuKumar SD. 2011. A Heuristic K-Means Algorithm with Better Accuracy and Efficiency for Clustering Health Informatics Data. International Journal of Medical Imaging and Health Informatics, American Scientific Publishers. 1(1):66-71.
6. MadhuKumar, SD, Bellur U. 2010. An Efficient Approach for Incorporating Underlay Awareness in P2P Networks for Guaranteed Availabilities. International Journal on Communication Networks and Distributed Systems (IJCNDS), Inderscience. 4(2):133-160.
5. MadhuKumar, SD, ShibleyJoseph. 2010. Secure Content Based Publish/Subscribe System Using Prefix Preserving encryption. International Journal of Information Processing. 4(2):69-79.
4. MadhuKumar, SD, Veeresh.B. 2010. Semantic Interoperability of Web Applications in Clouds using XML. International Journal of Information Processing. 4(4):54-62.
3. MadhuKumar, SD, BabithaBalachandran, SadulaSrikrishna. 2007. A Survey Of Overlay Simulators. PCTE journal of Computer Sciences. 3(2):12-21.
2. MadhuKumar, SD, Shruti.PMahambre, Bellur U. 2007. A Taxonomy of QoSAware, Adaptive Event-Dissemination Middleware. IEEE Internet Computing. 11(4):35-44.
MadhuKumar, SD, Sarma VVS. 2000. A Software Tool for Assessing Software Reuse Libraries. The Journal of the Computer Society of India. 30(4):1-8.