Pavani Vemuri

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Anomaly Detection

Learning Analytics

Formative Assessment

Conceptual Modeling

Top Venues

Decis. Support Syst.

MoDELS (Companion)

Publications

Elena Tiukhova, Pavani Vemuri, Maria Óskarsdóttir, Stephan Poelmans, Bart Baesens, Monique Snoeck
Discovering Unusual Study Patterns Using Anomaly Detection and XAI. HICSS (2024)
Elena Tiukhova, Pavani Vemuri, Nidia Guadalupe López Flores, Anna Sigridur Islind, María Óskarsdóttir, Stephan Poelmans, Bart Baesens, Monique Snoeck
Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI. Decis. Support Syst. 182 (2024)
Pavani Vemuri, Stephan Poelmans, Ivan Compagnucci, Monique Snoeck
Using Formative Assessment and Feedback to Train Novice Modelers in Business Process Modeling. MoDELS (Companion) (2023)
Pavani Vemuri, Stephan Poelmans, Estefania Serral, Monique Snoeck
Teaching conceptual modeling leveraging formative assessments and adaptive release paths. ER (Companion) (2023)
Pavani Vemuri, Stephan Poelmans, Hershal Pandya, Monique Snoeck
Studying Cohort Influence on Student Performance Prediction in Multi-cohort University Courses. EC-TEL (2022)
Pavani Vemuri, Yves Wautelet, Stephan Poelmans, Simon Verwimp, Samedi Heng
Top-Down Versus Operational-Only Business Process Modeling: An Experimental Evaluation of the Approach Leading to Higher Quality Representations. ER (2021)