Research output per year
Research output per year
Personal profile
About
Dr. Abdelfattah’s teaching focus includes programming, machine learning and database design. Her research focuses on machine learning, data analytics and network security.
Contact Information
Computer Science and Engineering
West Campus East Building WCE*E-1044
203-396-8152
Related documents
Education/Academic qualification
Computer Science, Ph.D. Computer Science and Engineering, University of Bridgeport
… → 2011
M.Sc. Computer Science, University of Bridgeport
… → 2002
External positions
Assistant Professor Computer Science, Ramapo College of New Jersey
Jan 1 2018 → Jan 1 2022
Research Interests
- Machine learning
- Data analytics
- Network Security
Disciplines
- Engineering
- Computer Engineering
- Computer Sciences
- Programming Languages and Compilers
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Binary Age Classification in NHANES: Investigating Systemic Bias in Age-Prediction Models Using Metabolic Markers
Kandawala, M., Camaran, J., Reis, T. & Abdelfattah, E., 2026, 2026 IEEE World AI IoT Congress, AIIoT 2026. Institute of Electrical and Electronics Engineers Inc., p. 925-933 9 p. (2026 IEEE World AI IoT Congress, AIIoT 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Intelligent solutions for cybersecurity
Odeh, A., Abdelfattah, E. & Salameh, W., Jan 1 2025, Intelligent and Secure Solutions for Digital Transformation. CRC Press, p. 33-47 15 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Machine and Deep Learning Models for Stress Detection Using Multimodal Physiological Data
Abdelfattah, E., Joshi, S. & Tiwari, S., 2025, In: IEEE Access. 13, p. 4597-4608 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine Learning Approach to Classify Gas and Position for Single Elder Home
Abdelfattah, E. & Bowlyn, K., 2025, 2025 IEEE 16th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2025. Paul, R. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 891-898 8 p. (2025 IEEE 16th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Pay for Performance: A Comparative Analysis of Machine Learning Models for CEO Compensation Prediction
Malik, M. & Abdelfattah, E., Dec 2025, In: Intelligent Systems in Accounting, Finance and Management. 32, 4, e70023.Research output: Contribution to journal › Article › peer-review
Press/Media
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Research Reports from Sacred Heart University Provide New Insights into Machine Learning (Machine and Deep Learning Models for Stress Detection Using Multimodal Physiological Data)
1/24/25
1 item of Media coverage
Press/Media: Research
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New Telemedicine Study Findings Have Been Reported from Amman (Privacy-Preserving Data Sharing in Telehealth Services)
12/6/24
1 item of Media coverage
Press/Media: Research
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Study Findings from University of Bridgeport Provide New Insights into Epilepsy (An Epileptic Seizure Detection Technique Using EEG Signals with Mobile Application Development)
9/8/23
1 item of Media coverage
Press/Media: Research