Shomona Gracia Jacob

17 papers Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2024 — conf
Research Insights on the Ethical Aspects of AI-Based Smart Learning Environments: Review on the Confluence of Academic Enterprises and AI.
CENTERIS/ProjMAN/HCist
Sini Raj Pulari, Shomona Gracia Jacob
2023 — conf
A Computational Investigation on Precision Autism and Metabolic Disorders: Predictive Machine Learning for Hepatic Ailment Classification.
IVSP
Shomona Gracia Jacob, Bensujin Bennet, Majdi Mohammed Bait Ali Sulaiman
2023 — conf
Investigating the Role of PTEN and P53 in Autism: Design of A Mutant Information Prediction System (MIPS).
ICCAE
Shomona Gracia Jacob, Bensujin Bennet, Majdi Mohammed Bait Ali Sulaiman
2022 J jnl
A graphical approach for outlier detection in gene-protein mapping of cognitive ailments: an insight into neurodegenerative disorders.
Netw. Model. Anal. Health Informatics Bioinform.
Shomona Gracia Jacob, Majdi Mohammed Bait Ali Sulaiman, Bensujin Bennet, R. Vijayaraghavan, M. Subin Sahayam, N. Thiviyakalyani, S. Shriram, Thushara Hameed
2022 — conf
Algorithmic Approaches to Classify Autism Spectrum Disorders: A Research Perspective.
ANT/EDI40
Shomona Gracia Jacob, Majdi Mohammed Bait Ali Sulaiman, Bensujin Bennet
2020 J jnl
A Parallel Multilevel Feature Selection algorithm for improved cancer classification.
J. Parallel Distributed Comput.
Lokeswari Venkataramana, Shomona Gracia Jacob, Rajavel Ramadoss
2020 J jnl
An automated ontology learning for benchmarking classifier models through gain-based relative-non-redundant feature selection: a case-study with erythemato-squamous disease.
Int. J. Bus. Intell. Data Min.
Sivasankari Sivasubramanian, Shomona Gracia Jacob
2018 — conf
Clinical Decision Support System for Neuro-Degenerative Disorders: An Optimal Feature Selective Classifier and Identification of Predictor Markers.
ISDA (1)
Lokeswari Venkataramana, Shomona Gracia Jacob, S. Saraswathi, R. Athilakshmi
2017 J jnl
Approaches and Applications of Virtual Reality and Gesture Recognition: A Review.
Int. J. Ambient Comput. Intell.
Sudha M. R, Sriraghav K, Sudar Abisheck S, Shomona Gracia Jacob, Manisha S
2017 J jnl
Software defect prediction in large space systems through hybrid feature selection and classification.
Int. Arab J. Inf. Technol.
Shomona Gracia Jacob, Geetha Raju
2016 — conf
A Comparative study on Parallel Data Mining Algorithms using Hadoop Map Reduce: A Survey.
ICTCS
Y. V. Lokeswari, Shomona Gracia Jacob
2016 — conf
Extraction of Protein Sequence features for Prediction of Neuro-degenerative Brain Disorders: Pioneering the CGAP database.
ICIA
Shomona Gracia Jacob, R. Athilakshmi
2015 J jnl
Turnover Prediction Of Shares using Data Mining techniques : A Case Study.
CoRR
D. S. Shashaank, V. Sruthi, M. L. S. Vijayalakshimi, Shomona Gracia Jacob
2013 — conf
ROC analysis of classifiers in automatic detection of Diabetic Retinopathy using shape features of fundus images.
ICACCI
R. Geetha Ramani, Lakshmi Balasubramanian, Shomona Gracia Jacob
2012 — conf
Discovery of Knowledge Patterns in Lymphographic Clinical Data through Data Mining Methods and Techniques.
ACITY (3)
Shomona Gracia Jacob, R. Geetha Ramani, P. Nancy
2012 — conf
Mining of Association Patterns in Social Network Data (Face Book 100 Universities) through Data Mining Techniques and Methods.
ACITY (3)
P. Nancy, R. Geetha Ramani, Shomona Gracia Jacob
2012 — conf
Mining of classification patterns in clinical data through data mining algorithms.
ICACCI
Shomona Gracia Jacob, R. Geetha Ramani