Research of Interest:
My research of interest is Cognitive Computing for Semantic Computing. Meaning, investigating and developing the theoretical and computational cognitive models involved in cognitive-based processes of semantic learning, representation, and growth from sources of natural language. This research direction is mainly based on the fundamental hypothesis that the semantic tasks performed by/for the semantic memory are not disjointed from our cognition. Strong claims have been made about cognitive semantics, such as: “To study the semantics of natural language is to study cognitive psychology (Jackendoff, 1983).”
The other research of interest is Computational Neurosciences (CNS) and Cognitive Robotics (CR), where one can integrate cognitive computing concepts and technologies enhanced by the Human-Computer-Interaction (HCI) measurements to solve problems in the fields of neurocomputing, robotics, and psychology.
- A hybrid part-of-speech tagger with annotated Kurdish corpus: advancements in POS tagging, D Maulud, K Jacksi, I AliDigital Scholarship in the Humanities
- INTELLIGENT HOME: EMPOWERING SMART HOME WITH MACHINE LEARNING FOR USER ACTION PREDICTION, AA Saleem, MM Hassan, IA AliScience Journal of University of Zakho 11 (3), 403-420
- The Kurdish Language Corpus: State of the Art, K Jacksi, I AliScience Journal of University of Zakho 11 (1), 127-133
- Good News from Mass Media Induces More Investments in the Equity Crowdfunding Market, IJS Felipe, W Mendes-da-Silva, I Ali, ER FranciscoBAR-Brazilian Administration Review 20
- Towards a Complete Kurdish NLP Pipeline: Challenges and Opportunities, D Maulud, K Jacksi, I AliJurnal Informatika 17 (1), 1-17
- Smart Homes for Disabled People: A Review Study, AK Ibrahim, MM Hassan, IA AliScience Journal of University of Zakho 10 (4), 213-221
- Smart Homes Powered by Machine Learning: A Review, AA Saleem, MM Hassan, IA Ali2022 International Conference on Computer Science and Software Engineering
- Mind Controlled Educational Robotic Toys for Physically Disabled Children: A Survey, SJ Khalid, IA Ali2022 International Conference on Computer Science and Software Engineering
- CLEVis: A Semantic Driven Visual Analytics System for Community Level Events, C Ma, Y Zhao, A Curtis, F Kamw, S Al-Dohuki, J Yang, S Jamonnak, I AliIEEE Computer Graphics and Applications
- Computational Cognitive-Semantic Based Semantic Learning, Representation and Growth: A Perspective, I Ali, A Melton2019 IEEE 18th International Conference on Cognitive Informatics & Cognitive
- Graph-Based Semantic Learning, Representation and Growth from Text: A Systematic Review, I Ali, A Melton2019 IEEE 13th International Conference on Semantic Computing (ICSC), 118-123
- Semantic-based text document clustering using cognitive semantic learning and graph theory, I Ali, A Melton2018 IEEE 12th International Conference on Semantic Computing (ICSC), 243-247
- Using and Improving Computational Cognitive Models for Graph-Based Semantic Learning and Representation from Unstructured Text with Applications, IA AliKent State University
- Using text comprehension model for learning concepts, context, and topic of web content, I Ali, N Al Madi, A Melton2017 IEEE 11th International Conference on Semantic Computing (ICSC), 101-104
- Design and implementation of artificial immune system for detecting flooding attacks, NBI Al-Dabagh, IA Ali2011 International Conference on High Performance Computing & Simulation
Publications:
