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Saida Elmi,

Spatial Data Mining Action Recognition For Mental Disease Detection Knowledge Discovery Artificial Intelligence (AI) Machine Learning

About

Dr. Elmi received her Ph.D. degree in Computer Science from the National School of Mechanics and Aerotechnics, France, in 2017. She was a Research Fellow at Korea University of Technology and Education in South Korea (2017-2018), where she conducted research on spatial data mining. She was a research fellow at National University of Singapore, School of Computing (2018-2021), where she was involved in AI and Machine Learning. She is currently an Assistant Professor at University of New Haven (2022-Present) and Adjunct Assistant Professor at Yale University, School of Medicine (2021-Present), working on action recognition for mental disease detection. Her research interests include knowledge discovery, machine learning, and spatial data mining.

Research Performance Summary

39
Total Papers
234
Total Citations
10
H-Index
2014-2026
Active Research Span

First Recorded Paper

Computing skyline from evidential data

Year: 2014

Citations: 28

Venue: International Conference on Scalable Uncertainty Management

Latest Recorded Paper

Automated Concrete Bridge Deck Inspection Using Unmanned Aerial System–Collected Data: A Deep Learning Approach

Year: 2026

Citations: 0

Venue: ASCE OPEN: Multidisciplinary Journal of Civil Engineering 4 (1)

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2026
1
2025
5
2024
5
2023
5
2022
2
2021
3
2020
5
2018
3
2017
4
2016
4
2015
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 29
Journal 4
Book 0

Top Coauthors

Elmi Tan Tobji

Research Impact by Period

2025-2026

Period Stats
Papers 6
Citations 1
Avg. Citations / Paper 0.2
H-Index 1

2020-2024

Period Stats
Papers 20
Citations 109
Avg. Citations / Paper 5.5
H-Index 6

2015-2019

Period Stats
Papers 12
Citations 96
Avg. Citations / Paper 8
H-Index 6

2010-2014

Period Stats
Papers 1
Citations 28
Avg. Citations / Paper 28
H-Index 1

Contact and Professional Links

Contact Information

SElmi@newhaven.edu
2034794870

Detected Research Keywords

Human Action Recognition Action Recognition Cognitive Skeleton Action Recognition Energy Consumption Prediction Consumption Prediction Real Prediction Real World Real World Driving World Driving Conditions Evidence Theory Setting Residual Vision Transformers