A Generic Software Architecture for a Domain Specific Distributed Embedded System. - G. Santhosh Kumar; K. Rameetha; K. Poulose Jacob (SETP, 2007)

Modeling of ALFA Programs Using PVS Theorem Prover. - Shimmi Asokan; G. Santhosh Kumar; N. Jaya Lal (ARTCom, 2009)

Safe Contiki OS: Type and Memory Safety for Contiki OS. - Tomsy Paul; G. Santhosh Kumar (ARTCom, 2009)

English to Malayalam translation: a statistical approach. - Mary Priya Sebastian; Sheena Kurian K; G. Santhosh Kumar (A2CWiC, 2010)

Alignment Model and Training Technique in SMT from English to Malayalam. - Mary Priya Sebastian; K. Sheena Kurian; G. Santhosh Kumar (IC3 (1), 2010)

Virtualization Techniques: A Methodical Review of XEN and KVM. - A. Binu; G. Santhosh Kumar (ACC (1), 2011)

Improving Energy Efficiency of Underwater Acoustic Sensor Networks Using Transmission Power Control: A Cross-Layer Approach. - Sumi A. Samad; S. K. Shenoy; G. Santhosh Kumar (ACC (3), 2011)

Semantic Association Mining on Spatial Patterns in Medical Images. - S. Saritha; G. Santhosh Kumar (ACC (2), 2011)

Real time recognition of pedestrian and vehicles from videos. - S. Gokul; G. Santhosh Kumar; M. Sreeraj (CCSEIT, 2012)

Association rule extraction from medical transcripts of diabetic patients. - K. S. Lakshmi; G. Santhosh Kumar (ICADIWT, 2014)

Fault tolerant state management for high-volume low-latency data stream workloads. - K. B. Muralidharan; G. Santhosh Kumar; M. Bhasi 001 (ICDSE, 2014)

An effective private data storage and retrieval system using secret sharing scheme based on secure multi-party computation. - Divya G. Nair; V. P. Binu; G. Santhosh Kumar (ICDSE, 2014)

Classification based land use/land cover change detection through Landsat images. - A. V. Rajeswari; S. Saritha; G. Santhosh Kumar (ICDSE, 2014)

Rainfall Prediction using Artificial Neural Network on Map-Reduce Framework. - K. Namitha; A. Jayapriya; G. Santhosh Kumar (WCI, 2015)

An Improved E-voting scheme using Secret Sharing based Secure Multi-party Computation. - Divya G. Nair; V. P. Binu; G. Santhosh Kumar (CoRR, 2015)

Secret Image Sharing Based CTS with Cheating Detection. - S. R. Sreela; G. Santhosh Kumar; V. P. Binu (CoRR, 2015)

Deep Learning Framework for Density Estimation of Crowd Videos. - Muhammed V. Anees; G. Santhosh Kumar (ISED, 2018)

Modelling and Verification of the FlexRay Startup Mechanism using UPPAAL Model Checker. - Shimmi Asokan; G. Santhosh Kumar (ISED, 2018)

An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images. - S. Saritha; G. Santhosh Kumar (CoRR, 2018)

Change Analysis of Indian Metropolitan Cities through a Spatiotemporal Ontology. - S. Saritha; G. Santhosh Kumar (ICDSE, 2019)

Mining spatial colocations from image-objects: A tensor factorization approach. - S. Saritha; G. Santhosh Kumar (J. Intell. Fuzzy Syst., 2019)

Verb Phrases Alignment Technique for English-Malayalam Parallel Corpus in Statistical Machine Translation Special issue on MTIL 2017. - Mary Priya Sebastian; G. Santhosh Kumar (J. Intell. Syst., 2019)

CUSUM Based Concept Drift Detector for Data Stream Clustering. - K. Namitha; G. Santhosh Kumar (BDIOT, 2020)

BiLSTM-Autoencoder Architecture for Stance Prediction. - S. Meena Padnekar; G. Santhosh Kumar; P. Deepak 001 (ICDSE, 2020)

Concept Drift Detection in Data Stream Clustering and its Application on Weather Data. - K. Namitha; G. Santhosh Kumar (Int. J. Agric. Environ. Inf. Syst., 2020)

Learning in the presence of concept recurrence in data stream clustering. - K. Namitha; G. Santhosh Kumar (J. Big Data, 2020)

Abnormal Crowd Behaviour Detection Using Parallel Deep Neural Networks. - Muhammed V. Anees; G. Santhosh Kumar (J. Inf. Sci. Eng., 2021)

Identification of crowd behaviour patterns using stability analysis. - Muhammed V. Anees; G. Santhosh Kumar (J. Intell. Fuzzy Syst., 2022)

Self-supervised animal detection in constrained environment. - 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 (BMVC Workshop, 2023)

Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking. - C. B. Dev Narayan; Fayaz Rahman; Mohib Ullah; Faouzi Alaya Cheikh; Ali Shariq Imran; Christopher Coello; Øyvind Nordbø; G. Santhosh Kumar; Madhu S. Nair (AIAI (1), 2023)

Formal Verification of a MAC Protocol for Underwater Sensor Networks. - N. Suresh Kumar; G. Santhosh Kumar; Shailesh Sivan; A. Sreekumar (IEEE Access, 2023)

Abstracting IoT protocols using timed process algebra and SPIN model checker. - N. Suresh Kumar; G. Santhosh Kumar (Clust. Comput., 2023)

Malayalam Natural Language Processing: Challenges in Building a Phrase-Based Statistical Machine Translation System. - Mary Priya Sebastian; G. Santhosh Kumar (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Formal modeling of the gPTP clock synchronization algorithm in automotive ethernet. - Shimmi Asokan; G. Santhosh Kumar (Innov. Syst. Softw. Eng., 2023)

Reconstruction of gene regulatory networks using graph neural networks. - Emma Paul M.; Jereesh A. S. 001; G. Santhosh Kumar (Appl. Soft Comput., 2024)

Novel abstraction methods for TDMA based MAC protocols: Case of IIoT MAC Wireless HART Verification. - N. Suresh Kumar; G. Santhosh Kumar; Shailesh Sivan; A. Sreekumar (Telecommun. Syst., 2024)

Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach. - Lijin P.; Mohib Ullah; Anuja Vats; Faouzi Alaya Cheikh; G. Santhosh Kumar; Madhu S. Nair (IEEE Trans. Artif. Intell., 2024)

GEMM-ArchProfiler: A simulation framework for hardware-level profiling and performance analysis of General Matrix Multiplication in real CNN workloads on heterogeneous CPU architectures. - Binu Ayyappan; G. Santhosh Kumar (SoftwareX, 2025)

Geo-political bias in fake news detection AI: the case of affect. - Deepak P 001; Sahely Bhadra; Anna Jurek-Loughrey; G. Santhosh Kumar; M. Satish Kumar (AI Ethics, 2025)

NeuroProbe: A Performance Profiling Feed Forward Neural Network Simulator for Hardware Interaction Analysis. - Binu Ayyappan; G. Santhosh Kumar (SN Comput. Sci., 2025)