Advanced Topics in Computer Applications: HUMAN-CENTERED COMPUTING(CISC-849)
| Instructor | Dr. Roghayeh Barmaki |
| Term | Spring (2023 & 2025) |
| Course Desription | This course introducesthe fundamentals of how people interact with computers and digital systems. Human behavior understanding, measurement, and bias, and fairnessassessment will be key partsof this courseSpecific areas of interest will include education and healthcare sectors. |
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Introduction to Human-Computer Interaction (CISC 482/682)
| Instructor | Dr. Roghayeh Barmaki |
| Term | Fall (2018, 2019, 2020, & 2021) |
| Course Description | Research Techniques for understandingthe interaction between humans and interactive computingsystems. Studies about theoritical methods for studydesign, implementation, and evaluation of effective user interaction systems, including requirements gathering, survey design, and rapid prototyping supplemented with hands-on group projects |
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Introduction to Data Mining
| Instructor | Dr. Roghayeh Barmaki |
| Term | Spring (2019, 2021, 2023, &2024) and Fall (2021 &2024) |
| Course Description | This course introduces the concepts, algorithms, techniques, and systems of data mining, including (a) what is data mining? (b) get to know your data, (c) data preprocessing, integration, and transformation, (d) mining frequent patterns and association: basic concepts and advanced methods, (e) classification and prediction (f) cluster analysis: basic concepts, and (g) current trends, applications and special topics in data mining. |
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Educational Data Mining (CISC 849)
| Instructor | Dr. Roghayeh Barmaki |
| Term | Spring 2022 |
| Course Description | This course covers core research methods in Educational Data Mining (EDM). Students will learn how to execute these methods in standard software packages, and the limitations of existing implementations of these methods. Equally importantly, students will learn when and why to use these methods. |
| Materials | Syllabus |
