G. Santhosh Kumar

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 21

Top Topics

Diabetic Patients

Machine Translation

Secret Image Sharing

Top Venues

J. Intell. Fuzzy Syst.

Publications

Lijin P., Mohib Ullah, Anuja Vats, Faouzi Alaya Cheikh, G. Santhosh Kumar, Madhu S. Nair
Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach. IEEE Trans. Artif. Intell. 5 (7) (2024)
Emma Paul M., Jereesh A. S., G. Santhosh Kumar
Reconstruction of gene regulatory networks using graph neural networks. Appl. Soft Comput. 163 (2024)
N. Suresh Kumar, G. Santhosh Kumar, Shailesh Sivan, A. Sreekumar
Novel abstraction methods for TDMA based MAC protocols: Case of IIoT MAC Wireless HART Verification. Telecommun. Syst. 85 (1) (2024)
Shimmi Asokan, G. Santhosh Kumar
Formal modeling of the gPTP clock synchronization algorithm in automotive ethernet. Innov. Syst. Softw. Eng. 19 (3) (2023)
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
Self-supervised animal detection in constrained environment. BMVC Workshop (2023)
N. Suresh Kumar, G. Santhosh Kumar
Abstracting IoT protocols using timed process algebra and SPIN model checker. Clust. Comput. 26 (2) (2023)
C. B. Dev Narayan, Fayaz Rahman, Mohib Ullah, Faouzi Alaya Cheikh, Ali Shariq Imran, Christopher Coello, Øyvind Nordbø, G. Santhosh Kumar, Madhu S. Nair
Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking. AIAI (1) (2023)
Mary Priya Sebastian, G. Santhosh Kumar
Malayalam Natural Language Processing: Challenges in Building a Phrase-Based Statistical Machine Translation System. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (4) (2023)
N. Suresh Kumar, G. Santhosh Kumar, Shailesh Sivan, A. Sreekumar
Formal Verification of a MAC Protocol for Underwater Sensor Networks. IEEE Access 11 (2023)
Muhammed V. Anees, G. Santhosh Kumar
Identification of crowd behaviour patterns using stability analysis. J. Intell. Fuzzy Syst. 42 (4) (2022)
Muhammed V. Anees, G. Santhosh Kumar
Abnormal Crowd Behaviour Detection Using Parallel Deep Neural Networks. J. Inf. Sci. Eng. 37 (2) (2021)
S. Meena Padnekar, G. Santhosh Kumar, P. Deepak
BiLSTM-Autoencoder Architecture for Stance Prediction. ICDSE (2020)
K. Namitha, G. Santhosh Kumar
CUSUM Based Concept Drift Detector for Data Stream Clustering. BDIOT (2020)
K. Namitha, G. Santhosh Kumar
Concept Drift Detection in Data Stream Clustering and its Application on Weather Data. Int. J. Agric. Environ. Inf. Syst. 11 (1) (2020)
K. Namitha, G. Santhosh Kumar
Learning in the presence of concept recurrence in data stream clustering. J. Big Data 7 (1) (2020)
Mary Priya Sebastian, G. Santhosh Kumar
Verb Phrases Alignment Technique for English-Malayalam Parallel Corpus in Statistical Machine Translation Special issue on MTIL 2017. J. Intell. Syst. 28 (3) (2019)
S. Saritha, G. Santhosh Kumar
Change Analysis of Indian Metropolitan Cities through a Spatiotemporal Ontology. ICDSE (2019)
S. Saritha, G. Santhosh Kumar
Mining spatial colocations from image-objects: A tensor factorization approach. J. Intell. Fuzzy Syst. 37 (5) (2019)
S. Saritha, G. Santhosh Kumar
An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images. CoRR (2018)
Shimmi Asokan, G. Santhosh Kumar
Modelling and Verification of the FlexRay Startup Mechanism using UPPAAL Model Checker. ISED (2018)
Muhammed V. Anees, G. Santhosh Kumar
Deep Learning Framework for Density Estimation of Crowd Videos. ISED (2018)
K. Namitha, A. Jayapriya, G. Santhosh Kumar
Rainfall Prediction using Artificial Neural Network on Map-Reduce Framework. WCI (2015)
S. R. Sreela, G. Santhosh Kumar, V. P. Binu
Secret Image Sharing Based CTS with Cheating Detection. CoRR (2015)
Divya G. Nair, V. P. Binu, G. Santhosh Kumar
An Effective Private Data storage and Retrieval System using Secret sharing scheme based on Secure Multi-party Computation. CoRR (2015)
Divya G. Nair, V. P. Binu, G. Santhosh Kumar
An Improved E-voting scheme using Secret Sharing based Secure Multi-party Computation. CoRR (2015)
K. B. Muralidharan, G. Santhosh Kumar, M. Bhasi
Fault tolerant state management for high-volume low-latency data stream workloads. ICDSE (2014)
A. V. Rajeswari, S. Saritha, G. Santhosh Kumar
Classification based land use/land cover change detection through Landsat images. ICDSE (2014)
K. S. Lakshmi, G. Santhosh Kumar
Association rule extraction from medical transcripts of diabetic patients. ICADIWT (2014)
Divya G. Nair, V. P. Binu, G. Santhosh Kumar
An effective private data storage and retrieval system using secret sharing scheme based on secure multi-party computation. ICDSE (2014)
S. Gokul, G. Santhosh Kumar, M. Sreeraj
Real time recognition of pedestrian and vehicles from videos. CCSEIT (2012)
S. Saritha, G. Santhosh Kumar
Semantic Association Mining on Spatial Patterns in Medical Images. ACC (2) (2011)
A. Binu, G. Santhosh Kumar
Virtualization Techniques: A Methodical Review of XEN and KVM. ACC (1) (2011)
Sumi A. Samad, S. K. Shenoy, G. Santhosh Kumar
Improving Energy Efficiency of Underwater Acoustic Sensor Networks Using Transmission Power Control: A Cross-Layer Approach. ACC (3) (2011)
Mary Priya Sebastian, Sheena Kurian K, G. Santhosh Kumar
English to Malayalam translation: a statistical approach. A2CWiC (2010)
Mary Priya Sebastian, K. Sheena Kurian, G. Santhosh Kumar
Alignment Model and Training Technique in SMT from English to Malayalam. IC3 (1) (2010)
Shimmi Asokan, G. Santhosh Kumar, N. Jaya Lal
Modeling of ALFA Programs Using PVS Theorem Prover. ARTCom (2009)
Tomsy Paul, G. Santhosh Kumar
Safe Contiki OS: Type and Memory Safety for Contiki OS. ARTCom (2009)
G. Santhosh Kumar, K. Rameetha, K. Poulose Jacob
A Generic Software Architecture for a Domain Specific Distributed Embedded System. SETP (2007)