Ministry of Education
Jeena Joseph
VIDWAN ID: 242571

Ms Jeena Joseph

Female Master of Computer Applications
Assistant Professor | Department of Computer Applications
Marian College Kuttikkanam (Autonomous)
Kerala
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0003-4070-5868 Scopus 58236071800 ResearcherID KCZ-2719-2024 Google Scholar WF1rZ5QAAAAJ
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73 Publications
0 Projects
348 Scopus Citations
344 CrossRef
7 Years 7 Months Total Experience
Publications
73 Total
Articles
63
Proceedings
10
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Scopus Scopus
348 Citations
10 h-index
CrossRef CrossRef
344 Citations
10 h-index
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Personal Details

Master of Computer Applications
2017
N/A
Bachelor of Computer Applications
2015
N/A
Assistant Professor
Feb 2019 – Present
Marian College Kuttikkanam (Autonomous) | Department of Computer Applications
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

A Deep Hybrid Neural Architecture with Attention and Gated Fusion for Predicting Stroke Risk from Clinical Symptoms

Conference Paper
Year: 2025.
Authors: Jeena Joseph
DOI 10.1109/SILCON67893.2025.11327140

Artificial intelligence as a cognitive partner: a developmental framework for human–AI co-regulation in learning

Open Access
Review
Year: 2026. Volume: 4 .
Authors: Pooja S; Josephine Joseph; Marin Jose; Anitha S. M; Revati N; Jeena Joseph
DOI 10.3389/fdpys.2026.1835258 Crossref Crossref: 1

BioFuseNet: A Multi-Branch Autoencoder with Gene-Set-Aware Fusion for Classification of Gene Expression Profiles

Conference Paper
Year: 2026. Volume: 1915 LNNS , Pages: 492-503 .
Authors: Jeena Joseph; Binu Thomas; Aswathy S. Nair; Nitish Pathak; Neelam Sharma
DOI 10.1007/978-3-032-21901-5_38

Deep Tabular Learning for Flood Risk Prediction Using a Hybrid TabNet Based Regression Approach

Conference Paper
Year: 2026. Volume: 1915 LNNS , Pages: 525-538 .
Authors: Jeena Joseph; Binu Thomas; Nitish Pathak; Neelam Sharma
DOI 10.1007/978-3-032-21901-5_41

SpamXFormer: A Hybrid Transformer-CNN Model with Attention for Enhanced Email Spam Detection

Conference Paper
Year: 2026. Volume: 1972 LNNS , Pages: 412-428 .
Authors: Jeena Joseph; Binu Thomas; Nitish Pathak; Neelam Sharma
DOI 10.1007/978-3-032-25958-5_31

Visualizing the Impact of Machine Learning on Cardiovascular Disease Prediction: A Comprehensive Analysis of Research Trends

Open Access
Journal Article
Scientific Visualization. Year: 2024. Volume: 16 , Issue: 5 , Pages: 1-21 .
Authors: Jeena Joseph; K Kartheeban
DOI 10.26583/sv.16.5.01 Crossref Crossref: 3 Scopus Scopus: 4

Cognitive alignment in cardiovascular AI: designing predictive models that think with, not just for, clinicians

Open Access
Journal Article
Frontiers in Cardiovascular Medicine. Year: 2025. Volume: 12 , Pages: 1651324 .
Authors: Joseph, J.; Kartheeban, K.
DOI 10.3389/fcvm.2025.1651324 Crossref Crossref: 3 Scopus Scopus: 2

Visualizing the Full Spectrum Optimization of K-Nearest Neighbors From Data Preprocessing to Hyperparameter Tuning and K-Fold Validation for Cardiovascular Disease Prediction

Open Access
Journal Article
Informatica. Year: 2025. Volume: 49 , Issue: 2 .
Authors: Joseph, J.; Kartheeban, K.
DOI 10.31449/inf.v49i2.7774 Crossref Crossref: 3 Scopus Scopus: 6
Showing 1 to 8 of 73 publications