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2020 – today
- 2024
[j13]Emma Paul M.
, Jereesh A. S., G. Santhosh Kumar:
Reconstruction of gene regulatory networks using graph neural networks. Appl. Soft Comput. 163: 111899 (2024)- [j12]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): 3456-3469 (2024) - [j11]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): 125-150 (2024) - 2023
- [j10]N. Suresh Kumar, G. Santhosh Kumar, Shailesh Sivan, A. Sreekumar:
Formal Verification of a MAC Protocol for Underwater Sensor Networks. IEEE Access 11: 111846-111859 (2023) - [j9]N. Suresh Kumar, G. Santhosh Kumar:
Abstracting IoT protocols using timed process algebra and SPIN model checker. Clust. Comput. 26(2): 1611-1629 (2023) - [j8]Shimmi Asokan, G. Santhosh Kumar:
Formal modeling of the gPTP clock synchronization algorithm in automotive ethernet. Innov. Syst. Softw. Eng. 19(3): 265-281 (2023) - [j7]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): 117:1-117:51 (2023) - [c21]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 - [c20]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: 561-572 - 2022
- [j6]Muhammed V. Anees, G. Santhosh Kumar:
Identification of crowd behaviour patterns using stability analysis. J. Intell. Fuzzy Syst. 42(4): 2829-2843 (2022) - 2021
- [j5]Muhammed V. Anees, G. Santhosh Kumar:
Abnormal Crowd Behaviour Detection Using Parallel Deep Neural Networks. J. Inf. Sci. Eng. 37(2): 337-346 (2021) - 2020
- [j4]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): 67-85 (2020) - [j3]K. Namitha, G. Santhosh Kumar:
Learning in the presence of concept recurrence in data stream clustering. J. Big Data 7(1): 1-28 (2020) - [c19]K. Namitha, G. Santhosh Kumar:
CUSUM Based Concept Drift Detector for Data Stream Clustering. BDIOT 2020: 90-95 - [c18]S. Meena Padnekar, G. Santhosh Kumar, P. Deepak:
BiLSTM-Autoencoder Architecture for Stance Prediction. ICDSE 2020: 1-5
2010 – 2019
- 2019
- [j2]S. Saritha, G. Santhosh Kumar:
Mining spatial colocations from image-objects: A tensor factorization approach. J. Intell. Fuzzy Syst. 37(5): 6707-6716 (2019) - [j1]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): 479-492 (2019) - [c17]S. Saritha, G. Santhosh Kumar:
Change Analysis of Indian Metropolitan Cities through a Spatiotemporal Ontology. ICDSE 2019: 21-25 - 2018
- [c16]Muhammed V. Anees, G. Santhosh Kumar:
Deep Learning Framework for Density Estimation of Crowd Videos. ISED 2018: 16-20 - [c15]Shimmi Asokan, G. Santhosh Kumar:
Modelling and Verification of the FlexRay Startup Mechanism using UPPAAL Model Checker. ISED 2018: 69-73 - [i4]S. Saritha, G. Santhosh Kumar:
An Incremental Boolean Tensor Factorization approach to model Change Patterns of Objects in Images. CoRR abs/1803.08696 (2018) - 2015
- [c14]K. Namitha, A. Jayapriya, G. Santhosh Kumar:
Rainfall Prediction using Artificial Neural Network on Map-Reduce Framework. WCI 2015: 492-495 - [i3]Divya G. Nair, V. P. Binu, G. Santhosh Kumar:
An Improved E-voting scheme using Secret Sharing based Secure Multi-party Computation. CoRR abs/1502.07469 (2015) - [i2]S. R. Sreela, G. Santhosh Kumar, V. P. Binu:
Secret Image Sharing Based CTS with Cheating Detection. CoRR abs/1502.07993 (2015) - [i1]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 abs/1502.07994 (2015) - 2014
- [c13]K. S. Lakshmi, G. Santhosh Kumar:
Association rule extraction from medical transcripts of diabetic patients. ICADIWT 2014: 201-206 - [c12]K. B. Muralidharan, G. Santhosh Kumar, M. Bhasi:
Fault tolerant state management for high-volume low-latency data stream workloads. ICDSE 2014: 24-27 - [c11]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: 210-214 - [c10]A. V. Rajeswari, S. Saritha, G. Santhosh Kumar:
Classification based land use/land cover change detection through Landsat images. ICDSE 2014: 232-237 - 2012
- [c9]S. Gokul, G. Santhosh Kumar, M. Sreeraj:
Real time recognition of pedestrian and vehicles from videos. CCSEIT 2012: 517-523 - 2011
- [c8]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: 93-101 - [c7]S. Saritha, G. Santhosh Kumar:
Semantic Association Mining on Spatial Patterns in Medical Images. ACC (2) 2011: 263-272 - [c6]A. Binu, G. Santhosh Kumar:
Virtualization Techniques: A Methodical Review of XEN and KVM. ACC (1) 2011: 399-410 - 2010
- [c5]Mary Priya Sebastian, Sheena Kurian K, G. Santhosh Kumar:
English to Malayalam translation: a statistical approach. A2CWiC 2010: 64:1-64:5 - [c4]Mary Priya Sebastian, K. Sheena Kurian, G. Santhosh Kumar:
Alignment Model and Training Technique in SMT from English to Malayalam. IC3 (1) 2010: 305-315
2000 – 2009
- 2009
- [c3]Tomsy Paul, G. Santhosh Kumar:
Safe Contiki OS: Type and Memory Safety for Contiki OS. ARTCom 2009: 169-171 - [c2]Shimmi Asokan, G. Santhosh Kumar, N. Jaya Lal:
Modeling of ALFA Programs Using PVS Theorem Prover. ARTCom 2009: 373-375 - 2007
- [c1]G. Santhosh Kumar, K. Rameetha, K. Poulose Jacob:
A Generic Software Architecture for a Domain Specific Distributed Embedded System. SETP 2007: 41-46
Coauthor Index
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last updated on 2024-10-07 22:21 CEST by the dblp team
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