G. Santhosh Kumar

Orcid: 0000-0001-5518-5725

According to our database1, G. Santhosh Kumar authored at least 37 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Dual Encoder-Decoder Shifted Window-Based Transformer Network for Polyp Segmentation With Self-Learning Approach.
IEEE Trans. Artif. Intell., July, 2024

Novel abstraction methods for TDMA based MAC protocols: Case of IIoT MAC Wireless HART Verification.
Telecommun. Syst., January, 2024

Reconstruction of gene regulatory networks using graph neural networks.
Appl. Soft Comput., 2024

2023
Formal modeling of the gPTP clock synchronization algorithm in automotive ethernet.
Innov. Syst. Softw. Eng., September, 2023

Malayalam Natural Language Processing: Challenges in Building a Phrase-Based Statistical Machine Translation System.
ACM Trans. Asian Low Resour. Lang. Inf. Process., April, 2023

Abstracting IoT protocols using timed process algebra and SPIN model checker.
Clust. Comput., April, 2023

Formal Verification of a MAC Protocol for Underwater Sensor Networks.
IEEE Access, 2023

Tracking-by-Self Detection: A Self-supervised Framework for Multiple Animal Tracking.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023

Self-supervised animal detection in constrained environment.
Proceedings of the 34th British Machine Vision Conference Workshop Proceedings, 2023

2022
Identification of crowd behaviour patterns using stability analysis.
J. Intell. Fuzzy Syst., 2022

2021
Abnormal Crowd Behaviour Detection Using Parallel Deep Neural Networks.
J. Inf. Sci. Eng., 2021

2020
Learning in the presence of concept recurrence in data stream clustering.
J. Big Data, 2020

Concept Drift Detection in Data Stream Clustering and its Application on Weather Data.
Int. J. Agric. Environ. Inf. Syst., 2020

BiLSTM-Autoencoder Architecture for Stance Prediction.
Proceedings of the 2020 International Conference on Data Science and Engineering, 2020

CUSUM Based Concept Drift Detector for Data Stream Clustering.
Proceedings of the BDIOT 2020: The 4th International Conference on Big Data and Internet of Things, 2020

2019
Verb Phrases Alignment Technique for English-Malayalam Parallel Corpus in Statistical Machine Translation Special issue on MTIL 2017.
J. Intell. Syst., 2019

Mining spatial colocations from image-objects: A tensor factorization approach.
J. Intell. Fuzzy Syst., 2019

Change Analysis of Indian Metropolitan Cities through a Spatiotemporal Ontology.
Proceedings of the International Conference on Data Science and Engineering, 2019

2018
An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images.
CoRR, 2018

Modelling and Verification of the FlexRay Startup Mechanism using UPPAAL Model Checker.
Proceedings of the 8th International Symposium on Embedded Computing and System Design, 2018

Deep Learning Framework for Density Estimation of Crowd Videos.
Proceedings of the 8th International Symposium on Embedded Computing and System Design, 2018

2015
Secret Image Sharing Based CTS with Cheating Detection.
CoRR, 2015

An Improved E-voting scheme using Secret Sharing based Secure Multi-party Computation.
CoRR, 2015

Rainfall Prediction using Artificial Neural Network on Map-Reduce Framework.
Proceedings of the Third International Symposium on Women in Computing and Informatics, 2015

2014
Classification based land use/land cover change detection through Landsat images.
Proceedings of the International Conference on Data Science & Engineering, 2014

An effective private data storage and retrieval system using secret sharing scheme based on secure multi-party computation.
Proceedings of the International Conference on Data Science & Engineering, 2014

Fault tolerant state management for high-volume low-latency data stream workloads.
Proceedings of the International Conference on Data Science & Engineering, 2014

Association rule extraction from medical transcripts of diabetic patients.
Proceedings of the Fifth International Conference on the Applications of Digital Information and Web Technologies, 2014

2012
Real time recognition of pedestrian and vehicles from videos.
Proceedings of the Second International Conference on Computational Science, 2012

2011
Semantic Association Mining on Spatial Patterns in Medical Images.
Proceedings of the Advances in Computing and Communications, 2011

Improving Energy Efficiency of Underwater Acoustic Sensor Networks Using Transmission Power Control: A Cross-Layer Approach.
Proceedings of the Advances in Computing and Communications, 2011

Virtualization Techniques: A Methodical Review of XEN and KVM.
Proceedings of the Advances in Computing and Communications, 2011

2010
Alignment Model and Training Technique in SMT from English to Malayalam.
Proceedings of the Contemporary Computing - Third International Conference, 2010

English to Malayalam translation: a statistical approach.
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010

2009
Safe Contiki OS: Type and Memory Safety for Contiki OS.
Proceedings of the ARTCom 2009, 2009

Modeling of ALFA Programs Using PVS Theorem Prover.
Proceedings of the ARTCom 2009, 2009

2007
A Generic Software Architecture for a Domain Specific Distributed Embedded System.
Proceedings of the International Conference on Software Engineering Theory and Practice, 2007


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