V. Tampakas

University of Peloponnese — Greece

Computer Science · Physical Sciences

10h-index898citations19works0.02yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Imbalanced Data Classification Techniques(8), Financial Distress and Bankruptcy Prediction(8), Stock Market Forecasting Methods(4), Data Mining Algorithms and Applications(3), Machine Learning and Data Classification(3)

Publications19 total

A semi-supervised self-trained two-level algorithm for forecasting students’ graduation time
Intelligent Decision Technologies·2019· 5 cited
Improving the evaluation process of students’ performance utilizing a decision support software
Neural Computing and Applications·2018· 27 cited
CST-Voting: A semi-supervised ensemble method for classification problems
Journal of Intelligent & Fuzzy Systems·2018· 12 cited
Combining heterogeneous classifiers: A recent overview
Journal of Convergence Information Technology·2011· 5 cited
Increasing the accuracy of Hidden Naive Bayes model
2010
Financial Application of Multi-Instance Learning: Two Greek Case Studies
Journal of Convergence Information Technology·2010· 6 cited
On Implementing an Ontology-Based Portal for Intelligent Bankruptcy Prediction
2009· 5 cited
An ontology-based portal for credit risk analysis
2009· 10 cited
Integrating activity‐based costing with simulation and data mining
International Journal of Accounting and Information Management·2008· 24 cited
Forecasting Fraudulent Financial Statements Using Data Mining
Zenodo (CERN European Organization for Nuclear Research)·2007· 159 citedOpen Access
Towards an ontology-based system for intelligent prediction of firms with fraudulent financial statements
2007· 3 cited
Selective costing voting for bankruptcy prediction
International Journal of Knowledge-based and Intelligent Engineering Systems·2007· 11 cited
On Implementing a Financial Decision Support System
2006· 6 cited
Financial Application of Neural Networks: Two Case Studies in Greece
Lecture notes in computer science·2006· 3 cited
Predicting Fraudulent Financial Statements with Machine Learning Techniques
Lecture notes in computer science·2006· 22 cited
Text classification: a recent overview
Annual Conference on Computers·2005· 11 cited
Text Classification Using Machine Learning Techniques
2005· 488 cited
Fundamental control algorithms in mobile networks
1999· 95 citedOpen Access
Fundamental distributed protocols in mobile networks
1999· 6 citedOpen Access

Frequent Co-authors

Sotiris Kotsiantis(14), Dimitris Kanellopoulos(5), E. Koumanakos(4), Dimitris Tzelepis(4), Ioannis E. Livieris(3), M. Ikonomakis(2), Kostas P. Hatzis(2), George P. Pentaris(2), Paul G. Spirakis(2), Richard B. Tan(2), Panagiotis Pintelas(2), Vasiliki Karioti(2), Theodore Kotsilieris(1), Hara Kostakis(1), C. Sarigiannidis(1), Basilis Boutsinas(1), K. Varvakis(1), G. Kostopoulos(1), Nikos Karacapilidis(1)