 | 2009 |
| 39 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Selective costing ensemble for handling imbalanced data sets.
Int. J. Hybrid Intell. Syst. 6(3): 123-133 (2009) |
| 2007 |
| 38 |  | D. Anyfantis,
M. Karagiannopoulos,
Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Robustness of learning techniques in handling class noise in imbalanced datasets.
AIAI 2007: 21-28 |
| 37 |  | M. Karagiannopoulos,
D. Anyfantis,
Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
A Wrapper for Reweighting Training Instances for Handling Imbalanced Data Sets.
AIAI 2007: 29-36 |
| 2006 |
| 36 |  | Dimitris Kanellopoulos,
Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Ontology-based Learning Applications: A Development Methodology.
IASTED Conf. on Software Engineering 2006: 27-32 |
| 35 |  | Sotiris B. Kotsiantis,
Dimitris Kanellopoulos,
Panayiotis E. Pintelas:
Local Additive Regression of Decision Stumps.
SETN 2006: 148-157 |
| 34 |  | Sotiris B. Kotsiantis,
Ioannis D. Zaharakis,
Panayiotis E. Pintelas:
Machine learning: a review of classification and combining techniques.
Artif. Intell. Rev. 26(3): 159-190 (2006) |
| 33 |  | Sotiris B. Kotsiantis,
Dimitris Kanellopoulos,
Panayiotis E. Pintelas:
Local Boosting of Decision Stumps for Regression and Classification Problems.
JCP 1(4): 30-37 (2006) |
| 2005 |
| 32 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Predicting Students' Marks in Hellenic Open University.
ICALT 2005: 664-668 |
| 31 |  | Sotiris B. Kotsiantis,
George E. Tsekouras,
Panayiotis E. Pintelas:
Local Bagging of Decision Stumps.
IEA/AIE 2005: 406-411 |
| 30 |  | George E. Tsekouras,
Dimitris Papageorgiou,
Sotiris B. Kotsiantis,
Christos Kalloniatis,
Panayiotis E. Pintelas:
A Fuzzy Logic-Based Approach for Detecting Shifting Patterns in Cross-Cultural Data.
IEA/AIE 2005: 705-708 |
| 29 |  | Sotiris B. Kotsiantis,
George E. Tsekouras,
C. Raptis,
Panayiotis E. Pintelas:
Modeling the Organoleptic Properties of Matured Wine Distillates.
MLDM 2005: 667-673 |
| 28 |  | Sotiris B. Kotsiantis,
George E. Tsekouras,
Panayiotis E. Pintelas:
Bagging Random Trees for Estimation of Tissue Softness.
MLDM 2005: 674-681 |
| 27 |  | Sotiris B. Kotsiantis,
George E. Tsekouras,
Panayiotis E. Pintelas:
Bagging Model Trees for Classification Problems.
Panhellenic Conference on Informatics 2005: 328-337 |
| 26 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Logitboost of Simple Bayesian Classifier.
Informatica (Slovenia) 29(1): 53-60 (2005) |
| 25 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Local voting of weak classifiers.
KES Journal 9(3): 239-248 (2005) |
| 2004 |
| 24 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Bagged Voting Ensembles.
AIMSA 2004: 168-177 |
| 23 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
Increasing the Classification Accuracy of Simple Bayesian Classifier.
AIMSA 2004: 198-207 |
| 22 |  | Tasos Triantis,
Panayiotis E. Pintelas:
An Integrated Environment for Building Distributed Multi-agent Educational Applications.
AIMSA 2004: 351-360 |
| 21 |  | Anastasios Triantis,
Panayiotis E. Pintelas:
A Mobile Multi Agent Architecture for Web Based Learning.
ICALT 2004 |
| 20 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
A Hybrid Decision Support Tool - Using Ensemble of Classifiers.
ICEIS (2) 2004: 448-456 |
| 19 |  | George E. Tsekouras,
Dimitris Papageorgiou,
Sotiris B. Kotsiantis,
Christos Kalloniatis,
Panayiotis E. Pintelas:
Fuzzy Clustering of Categorical Attributes and its Use in Analyzing Cultural Data.
International Conference on Computational Intelligence 2004: 202-206 |
| 18 |  | Grigorios N. Beligiannis,
Georgios A. Tsirogiannis,
Panayiotis E. Pintelas:
Restartings: A Technique to Improve Classic Genetic Algorithms' Performance.
International Conference on Computational Intelligence 2004: 404-407 |
| 17 |  | Grigorios N. Beligiannis,
Georgios A. Tsirogiannis,
Panayiotis E. Pintelas:
"Intuition" Operator: Providing Genomes with Reason.
International Conference on Computational Intelligence 2004: 65-68 |
| 16 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
An Online Ensemble of Classifiers.
PRIS 2004: 59-68 |
| 15 |  | Sotiris B. Kotsiantis,
Panayiotis E. Pintelas:
A Cost Sensitive Technique for Ordinal Classification Problems.
SETN 2004: 220-229 |
| 14 |  | Sotiris B. Kotsiantis,
Christos Pierrakeas,
Panayiotis E. Pintelas:
Predicting Students' Performance In Distance Learning Using Machine Learning Techniques.
Applied Artificial Intelligence 18(5): 411-426 (2004) |
| 2003 |
| 13 |  | Sotiris B. Kotsiantis,
Christos Pierrakeas,
Panayiotis E. Pintelas:
Preventing Student Dropout in Distance Learning Using Machine Learning Techniques.
KES 2003: 267-274 |
| 2002 |
| 12 |  | Michalis Nik Xenos,
Christos Pierrakeas,
Panayiotis E. Pintelas:
A survey on student dropout rates and dropout causes concerning the students in the Course of Informatics of the Hellenic Open University.
Computers & Education 39(4): 361-377 (2002) |
| 1998 |
| 11 |  | Vasilis C. Gerogiannis,
Achilles Kameas,
Panayiotis E. Pintelas:
Comparative study and categorization of high-level petri nets.
Journal of Systems and Software 43(2): 133-160 (1998) |
| 1997 |
| 10 |  | C. N. Diplas,
Achilles Kameas,
Panayiotis E. Pintelas:
The interactive specification workspace: Specifying and designing the interaction issues of virtual reality training environments from within.
DSV-IS 1997: 241-256 |
| 9 |  | Achilles Kameas,
Panayiotis E. Pintelas:
The Functional Architecture and Interaction Model of a GENerator of Intelligent TutORing Applications.
Journal of Systems and Software 36(3): 233-245 (1997) |
| 1994 |
| 8 |  | Ioannis D. Zaharakis,
Achilles D. Kameas,
Panayiotis E. Pintelas:
MeT: The expert methodology tutor of GENITOR.
Microprocessing and Microprogramming 40(10-12): 855-860 (1994) |
| 1993 |
| 7 |  | Achilles Kameas,
Stergios Papadimitriou,
Panayiotis E. Pintelas,
Georgios Pavlides:
IDFG: An interactive applications specification model with phenomenological properties.
Microprocessing and Microprogramming 38(1-5): 615-623 (1993) |
| 6 |  | Achilles Kameas,
Stergios Papadimitriou,
Panayiotis E. Pintelas:
Modeling and design of the multimedia subsystem of a distributed authoring environment.
Microprocessing and Microprogramming 38(1-5): 669-678 (1993) |
| 1992 |
| 5 |  | K. P. Ventouris,
Panayiotis E. Pintelas:
A practical assessment of formal specification approaches for data abstractions.
Journal of Systems and Software 17(2): 169-188 (1992) |
| 1991 |
| 4 |  | Panayiotis E. Pintelas,
Spyros Tragoudas:
A comparative study of five language independent programming environments.
Journal of Systems and Software 14(1): 3-15 (1991) |
| 1989 |
| 3 |  | Panayiotis E. Pintelas,
Vasilios Kallistros:
An overview of some software design languages.
Journal of Systems and Software 10(2): 125-138 (1989) |
| 2 |  | Panayiotis E. Pintelas,
K. P. Ventouris,
M. D. Papassimakopoulou:
A translator from Small Euclid to Pascal.
SIGPLAN Notices 24(5): 93-101 (1989) |
| 1980 |
| 1 |  | G. R. Garside,
Panayiotis E. Pintelas:
An ALGOL 68 Package for Implementing Graph Algorithms.
Comput. J. 23(3): 237-242 (1980) |