Panagiotis Pintelas

A CNN–LSTM model for gold price time-series forecasting

Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis Pintelas · Neural Computing and Applications · 2020 · 801 citations

Engineering, Data Science, Predictive Analytics +6

Data Preprocessing For Supervised Leaning

Sotiris Kotsiantis, Dimitris Kanellopoulos, Panagiotis Pintelas · Zenodo (CERN European Organization for Nuclear Research) · 2007 · 642 citations · Full text

PREDICTING STUDENTS' PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES

Sotiris Kotsiantis, Christos Pierrakeas, Panagiotis Pintelas · Applied Artificial Intelligence · 2004 · 299 citations · Full text

E-learning, Engineering, Machine Learning +23

A survey on student dropout rates and dropout causes concerning the students in the Course of Informatics of the Hellenic Open University

Michalis Xenos, Christos Pierrakeas, Panagiotis Pintelas · Computers & Education · 2002 · 277 citations

Student Outcome, Student Retention, Student Dropout Rates +7

An Advanced CNN-LSTM Model for Cryptocurrency Forecasting

Ioannis E. Livieris, Niki Kiriakidou, Stavros Stavroyiannis et al. · Electronics · 2021 · 173 citations · Full text

Engineering, Machine Learning, Cryptocurrency +19