SegTM-SGD: Few-shot emotion classification framework using meta-learning paradigm.

Barathi Ganesh H. B. Barathi H. B. Ganesh Barathi Ganesh Hullathy Balakrishnan RBG.AI, Coimbatore, India https://scholar.google.com/citations?user=_5XB1ksAAAAJ https://www.linkedin.com/in/hbbg https://orcid.org/0000-0002-1150-2773

Jairam R. Jyothish Lal G. Premjith B Bharathi Raja Chakravarthi Barathi Ganesh H. B. SegTM-SGD: Few-shot emotion classification framework using meta-learning paradigm. 2027 102011 101 Comput. Speech Lang. https://doi.org/10.1016/j.csl.2026.102011 db/journals/csl/csl101.html#RGBCB27 streams/journals/csl

Jairam R. Jyothish Lal G. B. Premjith Barathi Ganesh H. B. Bharathi Raja Chakaravarthi WhispAdapt: Multilingual dialect recognition in low-resource Dravidian languages. 100629 2025 28 Array https://doi.org/10.1016/j.array.2025.100629 db/journals/array/array28.html#RGPBC25 streams/journals/array

N. S. Kamal Barathi Ganesh H. B. V. V. Sajith Variyar V. Sowmya 0001 K. P. Soman Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning. 31-39 2021 FICTA (1) https://doi.org/10.1007/978-981-16-6624-7_4 conf/ficta/2021-1 db/conf/ficta/ficta2021-1.html#KamalBV0S21 Dev Khare N. S. Kamal Barathi Ganesh H. B. V. Sowmya 0001 V. V. Sajith Variyar Enhanced Object Detection in Floor Plan Through Super-Resolution. 247-257 2021 MIND https://doi.org/10.1007/978-981-19-5868-7_19 conf/mind/2021 db/conf/mind/mind2021.html#KhareKB0V21

N. S. Kamal Barathi Ganesh H. B. V. V. Sajith Variyar V. Sowmya 0001 Soman K. P. Geometry Based Machining Feature Retrieval with Inductive Transfer Learning. 2021 abs/2108.11838 CoRR https://arxiv.org/abs/2108.11838 db/journals/corr/corr2108.html#abs-2108-11838

Dev Khare N. S. Kamal Barathi Ganesh H. B. V. Sowmya 0001 V. V. Sajith Variyar Enhanced Object Detection in Floor-plan through Super Resolution. 2021 abs/2112.09844 CoRR https://arxiv.org/abs/2112.09844 db/journals/corr/corr2112.html#abs-2112-09844

Anand Kumar M Barathi Ganesh H. B. Soman K. P Ajay S. G Indian Native Language Identification - INLI 2018. 11-15 2018 FIRE https://doi.org/10.1145/3293339.3293342 conf/fire/2018 db/conf/fire/fire2018.html#MBPG18 Barathi Ganesh H. B. Soman K. P Reshma U Mandar Kale Prachi Mankame Gouri Kulkarni Anitha Kale Anand Kumar M Information Extraction for Conversational Systems in Indian Languages - Arnekt IECSIL. 18-20 2018 FIRE https://doi.org/10.1145/3293339.3293344 conf/fire/2018 db/conf/fire/fire2018.html#BPUKMKKM18a Anand Kumar M Barathi Ganesh H. B. Ajay S. G Soman K. P Overview of the second shared task on Indian Native Language Identification (INLI). 39-50 2018 FIRE (Working Notes) https://ceur-ws.org/Vol-2266/T2-1.pdf conf/fire/2018w db/conf/fire/fire2018w.html#MBGP18 Barathi Ganesh H. B. Soman K. P Reshma U Mandar Kale Prachi Mankame Gouri Kulkarni Anitha Kale Anand Kumar M Overview of Arnekt IECSIL at FIRE-2018 Track on Information Extraction for Conversational Systems in Indian Languages. 119-128 2018 FIRE (Working Notes) https://ceur-ws.org/Vol-2266/T3-1.pdf conf/fire/2018w db/conf/fire/fire2018w.html#BPUKMKKM18 Shalini K Barathi Ganesh H. B. M. Anand Kumar K. P. Soman Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation. 1126-1131 2018 ICACCI https://doi.org/10.1109/ICACCI.2018.8554835 conf/icacci/2018 db/conf/icacci/icacci2018.html#KBKS18 Nidhin A. Unnithan Shalini K Barathi Ganesh H. B. M. Anand Kumar Soman K. P Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets. 319-323 2018 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s18-1047 https://aclanthology.org/S18-1047/ conf/semeval/2018 db/conf/semeval/semeval2018.html#UnnithanKBKP18 Naveen J. R Barathi Ganesh H. B. M. Anand Kumar Soman K. P CENNLP at SemEval-2018 Task 1: Constrained Vector Space Model in Affects in Tweets. 329-333 2018 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s18-1049 https://aclanthology.org/S18-1049/ conf/semeval/2018 db/conf/semeval/semeval2018.html#RBKP18 Anon George Barathi Ganesh H. B. Anand Kumar M Soman K. P TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection. 334-338 2018 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s18-1050 https://aclanthology.org/S18-1050/ conf/semeval/2018 db/conf/semeval/semeval2018.html#GeorgeBMP18 Naveen J. R Hariharan V Barathi Ganesh H. B. M. Anand Kumar Soman K. P CENNLP at SemEval-2018 Task 2: Enhanced Distributed Representation of Text using Target Classes for Emoji Prediction Representation. 486-490 2018 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s18-1078 https://aclanthology.org/S18-1078/ conf/semeval/2018 db/conf/semeval/semeval2018.html#RVBKP18

Barathi Ganesh H. B. Social Media Analysis based on Semanticity of Streaming and Batch Data. 2018 abs/1801.01102 CoRR http://arxiv.org/abs/1801.01102 db/journals/corr/corr1801.html#abs-1801-01102

Reshma U Barathi Ganesh H. B. Mandar Kale Prachi Mankame Gouri Kulkarni Deep Learning for Digital Text Analytics: Sentiment Analysis. 2018 abs/1804.03673 CoRR http://arxiv.org/abs/1804.03673 db/journals/corr/corr1804.html#abs-1804-03673

R. Vinayakumar Barathi Ganesh H. B. Prabaharan Poornachandran Anand Kumar M Soman K. P Deep-Net: Deep Neural Network for Cyber Security Use Cases. 2018 abs/1812.03519 CoRR http://arxiv.org/abs/1812.03519 db/journals/corr/corr1812.html#abs-1812-03519

Barathi Ganesh H. B. R. Vinayakumar M. Anand Kumar K. P. Soman NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings. 79-82 2017 SMM4H@AMIA https://ceur-ws.org/Vol-1996/paper16.pdf conf/amia/2017smm4h db/conf/amia/smm4h2017.html#BRMS17 Barathi Ganesh H. B. Reshma U M. Anand Kumar Soman K. P Representation of Target Classes for Text Classification - AMRITA_CEN_NLP@RusProfiling PAN 2017. 25-27 2017 FIRE (Working Notes) https://ceur-ws.org/Vol-2036/T1-6.pdf conf/fire/2017w db/conf/fire/fire2017w.html#BUMK17 Barathi Ganesh H. B. Reshma U M. Anand Kumar Soman K. P Distributed Representation in Information Retrieval - AMRITA_CEN_NLP@IRLeD 2017. 69-71 2017 FIRE (Working Notes) https://ceur-ws.org/Vol-2036/T3-2.pdf conf/fire/2017w db/conf/fire/fire2017w.html#BUMP17 M. Anand Kumar Barathi Ganesh H. B. Shivkaran Singh Soman K. P Paolo Rosso Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification. 99-105 2017 FIRE (Working Notes) https://ceur-ws.org/Vol-2036/T4-1.pdf conf/fire/2017w db/conf/fire/fire2017w.html#MBSKR17

Barathi Ganesh H. B. M. Anand Kumar K. P. Soman Vector Space Model as Cognitive Space for Text Classification. 2017 abs/1708.06068 CoRR http://arxiv.org/abs/1708.06068 db/journals/corr/corr1708.html#abs-1708-06068

R. Vinayakumar Barathi Ganesh H. B. M. Anand Kumar K. P. Soman Deep Health Care Text Classification. 2017 abs/1710.08396 CoRR http://arxiv.org/abs/1710.08396 db/journals/corr/corr1710.html#abs-1710-08396

Barathi Ganesh H. B. M. Anand Kumar K. P. Soman Statistical Semantics in Context Space : Amrita_CEN@Author Profiling. 881-889 2016 CLEF (Working Notes) https://ceur-ws.org/Vol-1609/16090881.pdf conf/clef/2016w db/conf/clef/clef2016w.html#BKS16 Barathi Ganesh H. B. M. Anand Kumar K. P. Soman From Vector Space Models to Vector Space Models of Semantics. 50-60 2016 FIRE Workshop https://doi.org/10.1007/978-3-319-73606-8_4 conf/fire/2016ws db/conf/fire/fire2016ws.html#BKS16 Barathi Ganesh H. B. M. Anand Kumar Soman K. P Distributional Semantic Representation for Text Classification and Information Retrieval. 126-130 2016 FIRE (Working Notes) https://ceur-ws.org/Vol-1737/T3-8.pdf conf/fire/2016w db/conf/fire/fire2016w.html#HBMP16 Barathi Ganesh H. B. M. Anand Kumar Soman K. P Distributional Semantic Representation in Health Care Text Classification. 201-204 2016 FIRE (Working Notes) https://ceur-ws.org/Vol-1737/T5-3.pdf conf/fire/2016w db/conf/fire/fire2016w.html#HBMP16a Barathi Ganesh H. B. M. Anand Kumar Soman K. P Conditional Random Fields for Code Mixed Entity Recognition. 309-312 2016 FIRE (Working Notes) https://ceur-ws.org/Vol-1737/T7-5.pdf conf/fire/2016w db/conf/fire/fire2016w.html#HBMP16b Barathi Ganesh H. B. M. Anand Kumar K. P. Soman Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension. 706-711 2016 SemEval@NAACL-HLT https://doi.org/10.18653/v1/s16-1109 https://aclanthology.org/S16-1109/ conf/semeval/2016 db/conf/semeval/semeval2016.html#BKS16 Barathi Ganesh H. B. Reshma U M. Anand Kumar Author identification based on word distribution in word space. 1519-1523 2015 ICACCI https://doi.org/10.1109/ICACCI.2015.7275828 conf/icacci/2015 db/conf/icacci/icacci2015.html#BUM15 Barathi Ganesh H. B. Abinaya N. M. Anand Kumar Vinaykumar R. K. P. Soman AMRITA - CEN@NEEL: Identification and Linking of Twitter Entities. 64-65 2015 #MSM https://ceur-ws.org/Vol-1395/paper_20.pdf conf/msm/2015 db/conf/msm/msm2015.html#BNMRP15 N. Abinaya Neethu John Barathi H. B. Ganesh M. Anand Kumar K. P. Soman AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages using Rich Features. 103-111 2014 FIRE https://doi.org/10.1145/2824864.2824882 conf/fire/2014 db/conf/fire/fire2014.html#AbinayaJGKS14 Bharathi Raja Chakaravarthi Bharathi Raja Chakravarthi Ajay S. G Jyothish Lal G. Anon George Neethu John Shalini K Anitha Kale Mandar Kale N. S. Kamal Dev Khare Gouri Kulkarni Anand Kumar MadasamyM. Anand KumarAnand Kumar M Prachi Mankame Abinaya N.N. Abinaya Prabaharan Poornachandran B. PremjithPremjith B Naveen J. R Jairam R. Vinaykumar R.R. Vinayakumar Paolo Rosso Shivkaran Singh K. P. SomanSoman K. PSoman K. P. V. Sowmya 0001 Reshma U Nidhin A. Unnithan Hariharan V V. V. Sajith Variyar