Publications

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2024
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.
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
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
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 )
2023
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
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
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
K, AH, Kumar SDM.  2023.  Deep Learning Techniques for Malware Detection: A Comprehensive Survey”. IEEE IC2E3. , NIT Utharakhand
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
MadhuKumar, 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)
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)
2022
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)
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
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: Springer
2021
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., Mysore Abstract

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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.Website
2020
Jaffar, J, Jaisooraj, MadhuKumar SD.  2020.  Efficient Routing for Low Power Lossy Networks with Multiple Concurrent RPL Instances. International Conference on Paradigms of Computing, Communication and Data Sciences (PCCDS-2020). , NIT Kurukshetra: Springer
Ajwalia, SM, Chacko AM, MadhuKumar SD.  2020.  Integrating Cloud and Health Informatics: Approaches, Applications, and Challenges- Chapter 2. Cloud Security. : CRC press
2019
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.
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.
P, U, Govindan VK, MadhuKumar SD.  2019.  Enhanced sparse representation classifier for text classification. Expert Systems with Applications, Elsevier. 129:260-272.
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.
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
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.
Lee, OT, Sharma V, MadhuKumar SD, Chandran P.  2019.  Modelling Multi-level consistency in Erasure Code Based Storage System. ACM SAC 2019. , Cyprus