G. Santhosh Kumar

44 papers Misc 5Journal 23Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhanced Breast Cancer Prediction Using Self-Adaptive Sea Lion Optimization-Based Recurrent Neural Network.
Int. J. Comput. Intell. Syst.
G. Santhosh Kumar, C. A. Lath, K. R. Pradeep, M. Niranjanamurthy, Anurag Sinha, Omar Saad Alqahtani, Gran Badshah, Saifullah Khalid
2026 J jnl
FedEMMD: Entropy and MMD-based data and aggregation selection for non-iid and long-tailed data in federated learning.
Pervasive Mob. Comput.
Nafas Gul Saadat, G. Santhosh Kumar
2025 J jnl
GEMM-ArchProfiler: A simulation framework for hardware-level profiling and performance analysis of General Matrix Multiplication in real CNN workloads on heterogeneous CPU architectures.
SoftwareX
Binu Ayyappan, G. Santhosh Kumar
2025 J jnl
Geo-political bias in fake news detection AI: the case of affect.
AI Ethics
Deepak P, Sahely Bhadra, Anna Jurek-Loughrey, G. Santhosh Kumar, M. Satish Kumar
2025 J jnl
NeuroProbe: A Performance Profiling Feed Forward Neural Network Simulator for Hardware Interaction Analysis.
SN Comput. Sci.
Binu Ayyappan, G. Santhosh Kumar
2025 J jnl
Proof-of-Metrology (PoM): A Blockchain Consensus for Tamper-Proof Calibration in Adversarial Cyber-Physical Systems.
IEEE Access
G. Hemanth Kumar, Sivananda Lahari Reddy Elicherla, G. Santhosh Kumar, Bipin Kumar Rai, Dilip Kumar Jang Bahadur Saini, Gautam Kumar
2024 J jnl
Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach.
IEEE Trans. Artif. Intell.
Lijin P., Mohib Ullah, Anuja Vats, Faouzi Alaya Cheikh, G. Santhosh Kumar, Madhu S. Nair
2024 J jnl
Novel abstraction methods for TDMA based MAC protocols: Case of IIoT MAC Wireless HART Verification.
Telecommun. Syst.
N. Suresh Kumar, G. Santhosh Kumar, Shailesh Sivan, A. Sreekumar
2024 J jnl
Reconstruction of gene regulatory networks using graph neural networks.
Appl. Soft Comput.
Emma Paul M., Jereesh A. S., G. Santhosh Kumar
2023 J jnl
Abstracting IoT protocols using timed process algebra and SPIN model checker.
Clust. Comput.
N. Suresh Kumar, G. Santhosh Kumar
2023 J jnl
Formal Verification of a MAC Protocol for Underwater Sensor Networks.
IEEE Access
N. Suresh Kumar, G. Santhosh Kumar, Shailesh Sivan, A. Sreekumar
2023 J jnl
Formal modeling of the gPTP clock synchronization algorithm in automotive ethernet.
Innov. Syst. Softw. Eng.
Shimmi Asokan, G. Santhosh Kumar
2023 J jnl
Malayalam Natural Language Processing: Challenges in Building a Phrase-Based Statistical Machine Translation System.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Mary Priya Sebastian, G. Santhosh Kumar
2023 — conf
Self-supervised animal detection in constrained environment.
BMVC Workshop
Fayaz Rahman, C. B. Dev Narayan, Mohib Ullah, Muhammad Mudassar Yamin, Øyvind Nordbø, Christopher Coello, Ali Shariq Imran, G. Santhosh Kumar, Madhu S. Nair, Faouzi Alaya Cheikh
2023 — conf
Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking.
AIAI (1)
C. B. Dev Narayan, Fayaz Rahman, Mohib Ullah, Faouzi Alaya Cheikh, Ali Shariq Imran, Christopher Coello, Øyvind Nordbø, G. Santhosh Kumar, Madhu S. Nair
2022 J jnl
Identification of crowd behaviour patterns using stability analysis.
J. Intell. Fuzzy Syst.
Muhammed V. Anees, G. Santhosh Kumar
2021 J jnl
Abnormal Crowd Behaviour Detection Using Parallel Deep Neural Networks.
J. Inf. Sci. Eng.
Muhammed V. Anees, G. Santhosh Kumar
2020 Misc conf
BiLSTM-Autoencoder Architecture for Stance Prediction.
ICDSE
S. Meena Padnekar, G. Santhosh Kumar, P. Deepak
2020 — conf
CUSUM Based Concept Drift Detector for Data Stream Clustering.
BDIOT
K. Namitha, G. Santhosh Kumar
2020 J jnl
Concept Drift Detection in Data Stream Clustering and its Application on Weather Data.
Int. J. Agric. Environ. Inf. Syst.
K. Namitha, G. Santhosh Kumar
2020 J jnl
Learning in the presence of concept recurrence in data stream clustering.
J. Big Data
K. Namitha, G. Santhosh Kumar
2019 Misc conf
Change Analysis of Indian Metropolitan Cities through a Spatiotemporal Ontology.
ICDSE
S. Saritha, G. Santhosh Kumar
2019 J jnl
Mining spatial colocations from image-objects: A tensor factorization approach.
J. Intell. Fuzzy Syst.
S. Saritha, G. Santhosh Kumar
2019 J jnl
Verb Phrases Alignment Technique for English-Malayalam Parallel Corpus in Statistical Machine Translation Special issue on MTIL 2017.
J. Intell. Syst.
Mary Priya Sebastian, G. Santhosh Kumar
2018 J jnl
An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images.
CoRR
S. Saritha, G. Santhosh Kumar
2018 — conf
Deep Learning Framework for Density Estimation of Crowd Videos.
ISED
Muhammed V. Anees, G. Santhosh Kumar
2018 — conf
Modelling and Verification of the FlexRay Startup Mechanism using UPPAAL Model Checker.
ISED
Shimmi Asokan, G. Santhosh Kumar
2015 J jnl
An Effective Private Data storage and Retrieval System using Secret sharing scheme based on Secure Multi-party Computation.
CoRR
Divya G. Nair, V. P. Binu, G. Santhosh Kumar
2015 J jnl
An Improved E-voting scheme using Secret Sharing based Secure Multi-party Computation.
CoRR
Divya G. Nair, V. P. Binu, G. Santhosh Kumar
2015 — conf
Rainfall Prediction using Artificial Neural Network on Map-Reduce Framework.
WCI
K. Namitha, A. Jayapriya, G. Santhosh Kumar
2015 J jnl
Secret Image Sharing Based CTS with Cheating Detection.
CoRR
S. R. Sreela, G. Santhosh Kumar, V. P. Binu
2014 Misc conf
An effective private data storage and retrieval system using secret sharing scheme based on secure multi-party computation.
ICDSE
Divya G. Nair, V. P. Binu, G. Santhosh Kumar
2014 — conf
Association rule extraction from medical transcripts of diabetic patients.
ICADIWT
K. S. Lakshmi, G. Santhosh Kumar
2014 Misc conf
Classification based land use/land cover change detection through Landsat images.
ICDSE
A. V. Rajeswari, S. Saritha, G. Santhosh Kumar
2014 Misc conf
Fault tolerant state management for high-volume low-latency data stream workloads.
ICDSE
K. B. Muralidharan, G. Santhosh Kumar, M. Bhasi
2012 — conf
Real time recognition of pedestrian and vehicles from videos.
CCSEIT
S. Gokul, G. Santhosh Kumar, M. Sreeraj
2011 — conf
Improving Energy Efficiency of Underwater Acoustic Sensor Networks Using Transmission Power Control: A Cross-Layer Approach.
ACC (3)
Sumi A. Samad, S. K. Shenoy, G. Santhosh Kumar
2011 — conf
Semantic Association Mining on Spatial Patterns in Medical Images.
ACC (2)
S. Saritha, G. Santhosh Kumar
2011 — conf
Virtualization Techniques: A Methodical Review of XEN and KVM.
ACC (1)
A. Binu, G. Santhosh Kumar
2010 — conf
Alignment Model and Training Technique in SMT from English to Malayalam.
IC3 (1)
Mary Priya Sebastian, K. Sheena Kurian, G. Santhosh Kumar
2010 — conf
English to Malayalam translation: a statistical approach.
A2CWiC
Mary Priya Sebastian, Sheena Kurian K, G. Santhosh Kumar
2009 — conf
Modeling of ALFA Programs Using PVS Theorem Prover.
ARTCom
Shimmi Asokan, G. Santhosh Kumar, N. Jaya Lal
2009 — conf
Safe Contiki OS: Type and Memory Safety for Contiki OS.
ARTCom
Tomsy Paul, G. Santhosh Kumar
2007 — conf
A Generic Software Architecture for a Domain Specific Distributed Embedded System.
SETP
G. Santhosh Kumar, K. Rameetha, K. Poulose Jacob