ITIS 6162: Knowledge Discovery in Databases
University of North Carolina, Charlotte
Exploration of the entire knowledge discovery process. �Topics include: setting up a problem, data preprocessing and warehousing, data mining in search for knowledge, knowledge evaluation, visualization and application in decision making. �A broad range of systems, such as OLAP, LERS, DatalogicR+, C4.5, AQ15, Forty-Niner, CN2, QRAS, and discretization algorithms are also covered.
Average GPA: 3.78
Grade distribution records: 540 students across 25 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A | 427 | 79.1% |
| B | 97 | 18.0% |
| C | 10 | 1.9% |
| W | 3 | 0.6% |
Based on 540 student grade records across 25 terms and 8 professors.
Instructors
- Xi Niu 208 students, Average GPA 3.70
- Zbigniew Ras 152 students, Average GPA 3.79
- Angelina Tzacheva 95 students, Average GPA 3.98
- Pamela Thompson 55 students, Average GPA 3.85
- Laurel Powell 10 students, Average GPA 4.00
- Yong Ge 10 students, Average GPA 3.00
- Siddharth Krishnan 6 students, Average GPA 3.40
- Atif Farid Mohammad 4 students, Average GPA 4.00