Sumam Mary Idicula

According to our database, Sumam Mary Idicula authored at least 44 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

An answer recommendation framework for an online cancer community forum.

B. Athira, Sumam Mary Idicula, Josette Jones, Anand Kulanthaivel

Multim. Tools Appl., January, 2024

2023

Abstractive Summarization of Text Document in Malayalam Language: Enhancing Attention Model Using POS Tagging Feature.

Sindhya K. Nambiar, David Peter S., Sumam Mary Idicula

ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023

2022

A novel sarnede method for real-time ship detection from synthetic aperture radar image.

Anil Raj J, Sumam Mary Idicula, Binu Paul

Multim. Tools Appl., 2022

One-Shot Learning-Based SAR Ship Classification Using New Hybrid Siamese Network.

Anil Raj J, Sumam Mary Idicula, Binu Paul

IEEE Geosci. Remote. Sens. Lett., 2022

Extractive summarization of Malayalam documents using latent Dirichlet allocation: An experience.

Manju Kondath, David Peter Suseelan, Sumam Mary Idicula

J. Intell. Syst., 2022

Ship identification from SAR image using novel deep learning method with reduced false prediction.

Anil Raj J, Sumam Mary Idicula, Binu Paul

Int. J. Comput. Vis. Robotics, 2022

Malayalam Language Textual Inference Identification Through Attention over Embeddings.

Sara Renjit, Sumam Mary Idicula

Proceedings of the Computer, Communication, and Signal Processing, 2022

Novel Deep Learning-Based Technique for Sentinel-1 Ocean SAR Vignettes Classification.

Anil Raj J, Sumam Mary Idicula, Binu Paul

Proceedings of the IEEE International Conference on Communications, 2022

Spatio-Temporal Data Clustering using Deep Learning: A Review.

R. Aparna, Sumam Mary Idicula

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent System, 2022

2021

Natural language inference for Malayalam language using language agnostic sentence representation.

Sara Renjit, Sumam Mary Idicula

PeerJ Comput. Sci., 2021

A Deep Level Tagger for Malayalam, a Morphologically Rich Language.

Ajees A. P, K. J. Abrar, Sumam Mary Idicula, M. Sreenathan

J. Intell. Syst., 2021

Annotating and detecting topics in social media forum and modelling the annotation to derive directions-a case study.

B. Athira, Josette Jones, Sumam Mary Idicula, Anand Kulanthaivel, Enming Zhang

J. Big Data, 2021

A Framework for Generating Extractive Summary from Multiple Malayalam Documents.

K. Manju, S. David Peter, Sumam Mary Idicula

Inf., 2021

Deep learning based analysis of sentiment dynamics in online cancer community forums: An experience.

Athira Balakrishnan, Sumam Mary Idicula, Josette Jones

Health Informatics J., 2021

Siamese Networks for Inference in Malayalam Language Texts.

Sara Renjit, Sumam Mary Idicula

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Real time SAR Ship Detection using novel SarNeDe method.

Anil Raj J, Sumam Mary Idicula, Binu Paul

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Attention based Abstractive Summarization of Malayalam Document.

Sindhya K. Nambiar, David Peter Suseelan, Sumam Mary Idicula

Proceedings of the Fifth International Conference On Arabic Computational Linguistics, 2021

2020

Enhanced Video Classification System Using a Block-Based Motion Vector.

Jayasree K, Sumam Mary Idicula

Inf., 2020

CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020: Identifying Offensive Language from ManglishTweets.

Sara Renjit, Sumam Mary Idicula

CoRR, 2020

Multi-label Topic Classification of Patient Generated Content in a Breast-cancer Community Forum.

B. Athira, Sumam Mary Idicula, Josette Jones

Proceedings of the ICMHI 2020: 4th International Conference on Medical and Health Informatics, 2020

CUSAT_NLP@HASOC-Dravidian-CodeMix-FIRE2020: Identifying Offensive Language from Manglish Tweets.

Sara Renjit, Sumam Mary Idicula

Proceedings of the Working Notes of FIRE 2020, 2020

2019

Dense Model for Automatic Image Description Generation with Game Theoretic Optimization.

Sreela S. R, Sumam Mary Idicula

Inf., 2019

An Improved Word Representation for Deep Learning Based NER in Indian Languages.

Ajees A. P, K. Manju, Sumam Mary Idicula

Inf., 2019

CUSAT NLP@AILA-FIRE2019: Similarity in Legal Texts using Document Level Embeddings.

Sara Renjit, Sumam Mary Idicula

Proceedings of the Working Notes of FIRE 2019, 2019

2018

CUSAT_TEAM@IECSIL-FIRE-2018: A Named Entity Recognition System for Indian Languages.

Ajees A. P, Sumam Mary Idicula

Proceedings of the Working Notes of FIRE 2018, 2018

INLI@FIRE-2018: A Native Language Identification System using Convolutional Neural Networks.

Ajees A. P, Sumam Mary Idicula

Proceedings of the Working Notes of FIRE 2018, 2018

2017

Plagiarism Detection in Malayalam Language Text using a Composition of Similarity measures.

L. Sindhu, Sumam Mary Idicula

Proceedings of the 9th International Conference on Machine Learning and Computing, 2017

Development of an Event Extraction System from Newswires and Social media texts for Malayalam- An Experiment.

K. Manju, Sumam Mary Idicula, S. David Peter

Proceedings of the Working notes of FIRE 2017, 2017

2016

CUSAT_TEAM@ DPIL-FIRE2016: Detecting Paraphrase in Indian Languages-Malayalam.

K. Manju, Sumam Mary Idicula

Proceedings of the Working notes of FIRE 2016, 2016

CUSAT_NLP@DPIL-FIRE2016: Malayalam Paraphrase Detection.

Sindhu L, Sumam Mary Idicula

Proceedings of the Working notes of FIRE 2016, 2016

2014

Recognition of hand gestures of English alphabets using HOG method.

Daleesha M. Viswanathan, Sumam Mary Idicula

Proceedings of the International Conference on Data Science & Engineering, 2014

Text summarization for Malayalam documents - An experience.

Rajina Kabeer, Sumam Mary Idicula

Proceedings of the International Conference on Data Science & Engineering, 2014

2012

An Online Character Recognition System to Convert Grantha Script to Malayalam

M. Sreeraj, Sumam Mary Idicula

CoRR, 2012

The effect of SIFT features as content descriptors in the context of automatic writer identification in Malayalam language.

M. Sreeraj, Sumam Mary Idicula

Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

2010

Language independent voice-based gender identification system.

Jisha C. Thankappan, Sumam Mary Idicula

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010

Linear text segmentation using classification techniques.

Raji R. Pillai, Sumam Mary Idicula

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010

2009

On-line Handwritten Character Recognition using Kohonen Networks.

M. Sreeraj, Sumam Mary Idicula

Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

A Model of Distributed Ayurvedic Diagnosis and Therapy System for Hridroga using Agents.

Ebey S. Raj, Sumam Mary Idicula

Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Design and Development of a Frame based MT System for English-to-ISL.

K. Anuja, S. Suryapriya, Sumam Mary Idicula

Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Development of a POS Tagger for Malayalam - An Experience.

K. Manju, S. Soumya, Sumam Mary Idicula

Proceedings of the ARTCom 2009, 2009

2008

English-Malayalam Cross-Lingual Information Retrieval - an experience.

P. L. Nikesh, Sumam Mary Idicula, David Peter S.

Proceedings of the 2008 IEEE International Conference on Electro/Information Technology, 2008

2007

A Multilingual Query Processing System using Software Agents.

Sumam Mary Idicula, S. David Peter

J. Digit. Inf. Manag., 2007

2004

An Empirical Validation of the Cohesion Measure Based on Member Connectivity for Object-Oriented Classes.

Jayababu G., S. David Peter, Sumam Mary Idicula

Proceedings of the International Conference on Software Engineering Research and Practice, 2004

Distributed Interactive Simulation Using Multimodal Interfaces - An Experience.

Manju G., Sumam Mary Idicula, S. David Peter

Proceedings of the International Conference on Modeling, 2004