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Ian Davidson
Machine Learning Algorithm Development
Data Mining Algorithms
Intelligent Tutoring Systems
Social Network Analysis
Neuroscience Applications
About
Welcome! I am a Professor in the computer science department working on AI, machine learning and data mining algorithm development. With domain expert collaborators I work on applications of my work to areas with societal impacts such as neuroscience, intelligent tutoring systems and social network.
Research Performance Summary
1991-2025
Active Research Span
First Recorded Paper
BCAider-PC Software to Help Building Code Users and Developers
Year:
1991
Citations:
5
Venue:
Innovation and Economics in Building Conference 1991: Preprints of Papers
Latest Recorded Paper
Predicting conversion to psychosis using machine learning: response to Cannon
Year:
2025
Citations:
0
Venue:
Frontiers in psychiatry 15
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Davidson
Wang
Ravi
Research Impact by Period
Papers
6
Citations
11
Avg. Citations / Paper
1.8
H-Index
1
Papers
41
Citations
706
Avg. Citations / Paper
17.2
H-Index
15
Papers
51
Citations
887
Avg. Citations / Paper
17.4
H-Index
17
Papers
49
Citations
2513
Avg. Citations / Paper
51.3
H-Index
25
Papers
50
Citations
4457
Avg. Citations / Paper
89.1
H-Index
25
Papers
16
Citations
1149
Avg. Citations / Paper
71.8
H-Index
11
Papers
8
Citations
169
Avg. Citations / Paper
21.1
H-Index
4
Papers
5
Citations
22
Avg. Citations / Paper
4.4
H-Index
4
Contact and Professional Links
Detected Research Keywords
Agglomerative Hierarchical Clustering
Theoretical Empirical Results
Constrained Spectral Clustering
Knowledge Discovery Data
Discovery Data Mining
Batch Mode Active
Survey Clustering Instance
Clustering Instance Level
Instance Level Constraints
Visual Data Mining