Shomona Gracia Jacob

According to our database, Shomona Gracia Jacob authored at least 16 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2023

A Computational Investigation on Precision Autism and Metabolic Disorders: Predictive Machine Learning for Hepatic Ailment Classification.

Shomona Gracia Jacob, Bensujin Bennet, Majdi Mohammed Bait Ali Sulaiman

Proceedings of the 5th International Conference on Image, Video and Signal Processing, 2023

Investigating the Role of PTEN and P53 in Autism: Design of A Mutant Information Prediction System (MIPS).

Shomona Gracia Jacob, Bensujin Bennet, Majdi Mohammed Bait Ali Sulaiman

Proceedings of the 15th International Conference on Computer and Automation Engineering, 2023

2022

A graphical approach for outlier detection in gene-protein mapping of cognitive ailments: an insight into neurodegenerative disorders.

Shomona Gracia Jacob, Majdi Mohammed Bait Ali Sulaiman, Bensujin Bennet, R. Vijayaraghavan, M. Subin Sahayam, N. Thiviyakalyani, S. Shriram, Thushara Hameed

Netw. Model. Anal. Health Informatics Bioinform., 2022

Algorithmic Approaches to Classify Autism Spectrum Disorders: A Research Perspective.

Shomona Gracia Jacob, Majdi Mohammed Bait Ali Sulaiman, Bensujin Bennet

Proceedings of the 13th International Conference on Ambient Systems, 2022

2020

A Parallel Multilevel Feature Selection algorithm for improved cancer classification.

Lokeswari Venkataramana, Shomona Gracia Jacob, Rajavel Ramadoss

J. Parallel Distributed Comput., 2020

An automated ontology learning for benchmarking classifier models through gain-based relative-non-redundant feature selection: a case-study with erythemato-squamous disease.

Sivasankari Sivasubramanian, Shomona Gracia Jacob

Int. J. Bus. Intell. Data Min., 2020

2018

Clinical Decision Support System for Neuro-Degenerative Disorders: An Optimal Feature Selective Classifier and Identification of Predictor Markers.

Lokeswari Venkataramana, Shomona Gracia Jacob, S. Saraswathi, R. Athilakshmi

Proceedings of the Intelligent Systems Design and Applications, 2018

2017

Approaches and Applications of Virtual Reality and Gesture Recognition: A Review.

Sudha M. R, Sriraghav K, Sudar Abisheck S, Shomona Gracia Jacob, Manisha S

Int. J. Ambient Comput. Intell., 2017

Software defect prediction in large space systems through hybrid feature selection and classification.

Shomona Gracia Jacob, Geetha Raju

Int. Arab J. Inf. Technol., 2017

2016

A Comparative study on Parallel Data Mining Algorithms using Hadoop Map Reduce: A Survey.

Y. V. Lokeswari, Shomona Gracia Jacob

ICTCS, 2016

Extraction of Protein Sequence features for Prediction of Neuro-degenerative Brain Disorders: Pioneering the CGAP database.

Shomona Gracia Jacob, R. Athilakshmi

Proceedings of the International Conference on Informatics and Analytics, 2016

2015

Turnover Prediction Of Shares using Data Mining techniques : A Case Study.

D. S. Shashaank, V. Sruthi, M. L. S. Vijayalakshimi, Shomona Gracia Jacob

CoRR, 2015

2013

ROC analysis of classifiers in automatic detection of Diabetic Retinopathy using shape features of fundus images.

R. Geetha Ramani, Lakshmi Balasubramanian, Shomona Gracia Jacob

Proceedings of the International Conference on Advances in Computing, 2013

2012

Mining of classification patterns in clinical data through data mining algorithms.

Shomona Gracia Jacob, R. Geetha Ramani

Proceedings of the 2012 International Conference on Advances in Computing, 2012

Mining of Association Patterns in Social Network Data (Face Book 100 Universities) through Data Mining Techniques and Methods.

P. Nancy, R. Geetha Ramani, Shomona Gracia Jacob

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012

Discovery of Knowledge Patterns in Lymphographic Clinical Data through Data Mining Methods and Techniques.

Shomona Gracia Jacob, R. Geetha Ramani, P. Nancy

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012