Shomona Gracia Jacob

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 12

Top Topics

Outlier Detection

Cancer Classification

Top Venues

Netw. Model. Anal. Health Informatics Bioinform.

Publications

Shomona Gracia Jacob, Bensujin Bennet, Majdi Mohammed Bait Ali Sulaiman
A Computational Investigation on Precision Autism and Metabolic Disorders: Predictive Machine Learning for Hepatic Ailment Classification. IVSP (2023)
Shomona Gracia Jacob, Bensujin Bennet, Majdi Mohammed Bait Ali Sulaiman
Investigating the Role of PTEN and P53 in Autism: Design of A Mutant Information Prediction System (MIPS). ICCAE (2023)
Shomona Gracia Jacob, Majdi Mohammed Bait Ali Sulaiman, Bensujin Bennet, R. Vijayaraghavan, M. Subin Sahayam, N. Thiviyakalyani, S. Shriram, Thushara Hameed
A graphical approach for outlier detection in gene-protein mapping of cognitive ailments: an insight into neurodegenerative disorders. Netw. Model. Anal. Health Informatics Bioinform. 11 (1) (2022)
Shomona Gracia Jacob, Majdi Mohammed Bait Ali Sulaiman, Bensujin Bennet
Algorithmic Approaches to Classify Autism Spectrum Disorders: A Research Perspective. ANT/EDI40 (2022)
Sivasankari Sivasubramanian, Shomona Gracia Jacob
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. 16 (3) (2020)
Lokeswari Venkataramana, Shomona Gracia Jacob, Rajavel Ramadoss
A Parallel Multilevel Feature Selection algorithm for improved cancer classification. J. Parallel Distributed Comput. 138 (2020)
Lokeswari Venkataramana, Shomona Gracia Jacob, S. Saraswathi, R. Athilakshmi
Clinical Decision Support System for Neuro-Degenerative Disorders: An Optimal Feature Selective Classifier and Identification of Predictor Markers. ISDA (1) (2018)
Sudha M. R, Sriraghav K, Sudar Abisheck S, Shomona Gracia Jacob, Manisha S
Approaches and Applications of Virtual Reality and Gesture Recognition: A Review. Int. J. Ambient Comput. Intell. 8 (4) (2017)
Shomona Gracia Jacob, Geetha Raju
Software defect prediction in large space systems through hybrid feature selection and classification. Int. Arab J. Inf. Technol. 14 (2) (2017)
Y. V. Lokeswari, Shomona Gracia Jacob
A Comparative study on Parallel Data Mining Algorithms using Hadoop Map Reduce: A Survey. ICTCS (2016)
Shomona Gracia Jacob, R. Athilakshmi
Extraction of Protein Sequence features for Prediction of Neuro-degenerative Brain Disorders: Pioneering the CGAP database. ICIA (2016)
D. S. Shashaank, V. Sruthi, M. L. S. Vijayalakshimi, Shomona Gracia Jacob
Turnover Prediction Of Shares using Data Mining techniques : A Case Study. CoRR (2015)
R. Geetha Ramani, Lakshmi Balasubramanian, Shomona Gracia Jacob
ROC analysis of classifiers in automatic detection of Diabetic Retinopathy using shape features of fundus images. ICACCI (2013)
P. Nancy, R. Geetha Ramani, Shomona Gracia Jacob
Mining of Association Patterns in Social Network Data (Face Book 100 Universities) through Data Mining Techniques and Methods. ACITY (3) (2012)
Shomona Gracia Jacob, R. Geetha Ramani
Mining of classification patterns in clinical data through data mining algorithms. ICACCI (2012)
Shomona Gracia Jacob, R. Geetha Ramani, P. Nancy
Discovery of Knowledge Patterns in Lymphographic Clinical Data through Data Mining Methods and Techniques. ACITY (3) (2012)