Sumam Mary Idicula

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 30

Top Topics

Video Classification

Latent Dirichlet

Extractive Summarization

Indian Languages

Top Venues

FIRE (Working Notes)

J. Intell. Syst.

Multim. Tools Appl.

Publications

B. Athira, Sumam Mary Idicula, Josette Jones, Anand Kulanthaivel
An answer recommendation framework for an online cancer community forum. Multim. Tools Appl. 83 (1) (2024)
Sindhya K. Nambiar, David Peter S., Sumam Mary Idicula
Abstractive Summarization of Text Document in Malayalam Language: Enhancing Attention Model Using POS Tagging Feature. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (1) (2023)
Manju Kondath, David Peter Suseelan, Sumam Mary Idicula
Extractive summarization of Malayalam documents using latent Dirichlet allocation: An experience. J. Intell. Syst. 31 (1) (2022)
Anil Raj J, Sumam Mary Idicula, Binu Paul
Ship identification from SAR image using novel deep learning method with reduced false prediction. Int. J. Comput. Vis. Robotics 12 (4) (2022)
Anil Raj J, Sumam Mary Idicula, Binu Paul
A novel sarnede method for real-time ship detection from synthetic aperture radar image. Multim. Tools Appl. 81 (12) (2022)
R. Aparna, Sumam Mary Idicula
Spatio-Temporal Data Clustering using Deep Learning: A Review. EAIS (2022)
Sara Renjit, Sumam Mary Idicula
Malayalam Language Textual Inference Identification Through Attention over Embeddings. ICCCSP (2022)
Anil Raj J, Sumam Mary Idicula, Binu Paul
One-Shot Learning-Based SAR Ship Classification Using New Hybrid Siamese Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Anil Raj J, Sumam Mary Idicula, Binu Paul
Novel Deep Learning-Based Technique for Sentinel-1 Ocean SAR Vignettes Classification. ICC (2022)
Ajees A. P, K. J. Abrar, Sumam Mary Idicula, M. Sreenathan
A Deep Level Tagger for Malayalam, a Morphologically Rich Language. J. Intell. Syst. 30 (1) (2021)
B. Athira, Josette Jones, Sumam Mary Idicula, Anand Kulanthaivel, Enming Zhang
Annotating and detecting topics in social media forum and modelling the annotation to derive directions-a case study. J. Big Data 8 (1) (2021)
Sara Renjit, Sumam Mary Idicula
Siamese Networks for Inference in Malayalam Language Texts. RANLP (2021)
K. Manju, S. David Peter, Sumam Mary Idicula
A Framework for Generating Extractive Summary from Multiple Malayalam Documents. Inf. 12 (1) (2021)
Sindhya K. Nambiar, David Peter S, Sumam Mary Idicula
Attention based Abstractive Summarization of Malayalam Document. ACLING (2021)
Athira Balakrishnan, Sumam Mary Idicula, Josette Jones
Deep learning based analysis of sentiment dynamics in online cancer community forums: An experience. Health Informatics J. 27 (2) (2021)
Sara Renjit, Sumam Mary Idicula
Natural language inference for Malayalam language using language agnostic sentence representation. PeerJ Comput. Sci. 7 (2021)
Anil Raj J, Sumam Mary Idicula, Binu Paul
Real time SAR Ship Detection using novel SarNeDe method. IGARSS (2021)
B. Athira, Sumam Mary Idicula, Josette Jones
Multi-label Topic Classification of Patient Generated Content in a Breast-cancer Community Forum. ICMHI (2020)
Jayasree K, Sumam Mary Idicula
Enhanced Video Classification System Using a Block-Based Motion Vector. Inf. 11 (11) (2020)
Sara Renjit, Sumam Mary Idicula
CUSAT_NLP@HASOC-Dravidian-CodeMix-FIRE2020: Identifying Offensive Language from Manglish Tweets. FIRE (Working Notes) (2020)
Sara Renjit, Sumam Mary Idicula
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020: Identifying Offensive Language from ManglishTweets. CoRR (2020)
Ajees A. P, K. Manju, Sumam Mary Idicula
An Improved Word Representation for Deep Learning Based NER in Indian Languages. Inf. 10 (6) (2019)
Sreela S. R, Sumam Mary Idicula
Dense Model for Automatic Image Description Generation with Game Theoretic Optimization. Inf. 10 (11) (2019)
Sara Renjit, Sumam Mary Idicula
CUSAT NLP@AILA-FIRE2019: Similarity in Legal Texts using Document Level Embeddings. FIRE (Working Notes) (2019)
Ajees A. P, Sumam Mary Idicula
INLI@FIRE-2018: A Native Language Identification System using Convolutional Neural Networks. FIRE (Working Notes) (2018)
Ajees A. P, Sumam Mary Idicula
CUSAT_TEAM@IECSIL-FIRE-2018: A Named Entity Recognition System for Indian Languages. FIRE (Working Notes) (2018)
L. Sindhu, Sumam Mary Idicula
Plagiarism Detection in Malayalam Language Text using a Composition of Similarity measures. ICMLC (2017)
K. Manju, Sumam Mary Idicula, S. David Peter
Development of an Event Extraction System from Newswires and Social media texts for Malayalam- An Experiment. FIRE (Working Notes) (2017)
Sindhu L, Sumam Mary Idicula
CUSAT_NLP@DPIL-FIRE2016: Malayalam Paraphrase Detection. FIRE (Working Notes) (2016)
K. Manju, Sumam Mary Idicula
CUSAT_TEAM@ DPIL-FIRE2016: Detecting Paraphrase in Indian Languages-Malayalam. FIRE (Working Notes) (2016)
Rajina Kabeer, Sumam Mary Idicula
Text summarization for Malayalam documents - An experience. ICDSE (2014)
Daleesha M. Viswanathan, Sumam Mary Idicula
Recognition of hand gestures of English alphabets using HOG method. ICDSE (2014)
M. Sreeraj, Sumam Mary Idicula
The effect of SIFT features as content descriptors in the context of automatic writer identification in Malayalam language. ICUMT (2012)
M. Sreeraj, Sumam Mary Idicula
An Online Character Recognition System to Convert Grantha Script to Malayalam CoRR (2012)
Jisha C. Thankappan, Sumam Mary Idicula
Language independent voice-based gender identification system. A2CWiC (2010)
Raji R. Pillai, Sumam Mary Idicula
Linear text segmentation using classification techniques. A2CWiC (2010)
M. Sreeraj, Sumam Mary Idicula
On-line Handwritten Character Recognition using Kohonen Networks. NaBIC (2009)
Ebey S. Raj, Sumam Mary Idicula
A Model of Distributed Ayurvedic Diagnosis and Therapy System for Hridroga using Agents. NaBIC (2009)
K. Anuja, S. Suryapriya, Sumam Mary Idicula
Design and Development of a Frame based MT System for English-to-ISL. NaBIC (2009)
K. Manju, S. Soumya, Sumam Mary Idicula
Development of a POS Tagger for Malayalam - An Experience. ARTCom (2009)
P. L. Nikesh, Sumam Mary Idicula, S. David Peter
English-Malayalam Cross-Lingual Information Retrieval - an experience. EIT (2008)
Sumam Mary Idicula, S. David Peter
A Multilingual Query Processing System using Software Agents. J. Digit. Inf. Manag. 5 (6) (2007)
Manju G., Sumam Mary Idicula, S. David Peter
Distributed Interactive Simulation Using Multimodal Interfaces - An Experience. MSV/AMCS (2004)
Jayababu G., S. David Peter, Sumam Mary Idicula
An Empirical Validation of the Cohesion Measure Based on Member Connectivity for Object-Oriented Classes. Software Engineering Research and Practice (2004)