Sotiris B. Kotsiantis

	2012
49		Sotiris B. Kotsiantis: Use of machine learning techniques for educational proposes: a decision support system for forecasting students' grades. Artif. Intell. Rev. 37(4): 331-344 (2012)
	2011
48		Sotiris B. Kotsiantis: Combining bagging, boosting, rotation forest and random subspace methods. Artif. Intell. Rev. 35(3): 223-240 (2011)
47		Sotiris B. Kotsiantis: An incremental ensemble of classifiers. Artif. Intell. Rev. 36(4): 249-266 (2011)
46		Sotiris B. Kotsiantis: Cascade Generalization with Reweighting Data for Handling Imbalanced Problems. Comput. J. 54(9): 1547-1559 (2011)
45		Sotiris B. Kotsiantis: A random subspace method that uses different instead of similar models for regression and classification problems. IJIDS 3(2): 173-188 (2011)
	2010
44		Sotiris B. Kotsiantis, Dimitris N. Kanellopoulos: Bagging different instead of similar models for regression and classification problems. IJCAT 37(1): 20-28 (2010)
43		Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Vasilis Tampakas: Financial Application of Multi-Instance Learning: Two Greek Case Studies. JCIT 5(8): 42-53 (2010)
42		Sotiris B. Kotsiantis, Kiriakos Patriarcheas, Michalis Nik Xenos: A combinational incremental ensemble of classifiers as a technique for predicting students' performance in distance education. Knowl.-Based Syst. 23(6): 529-535 (2010)
	2009
41		Sotiris B. Kotsiantis: Locally application of random subspace with simple Bayesian classifier. IJDMMM 1(4): 375-392 (2009)
40		Sotiris B. Kotsiantis: Educational data mining: a case study for predicting dropout-prone students. IJKESDP 1(2): 101-111 (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)
	2008
38		Sotiris B. Kotsiantis, Dimitris Kanellopoulos: Applying Machine Learning Techniques for Environmental Reporting. NCM (1) 2008: 217-223
37		Sotiris B. Kotsiantis: Local Grading of Learners. Panhellenic Conference on Informatics 2008: 209-213
36		Sotiris B. Kotsiantis: Stacking Cost Sensitive Models. Panhellenic Conference on Informatics 2008: 217-221
35		Sotiris B. Kotsiantis: Handling imbalanced data sets with a modification of Decorate algorithm. IJCAT 33(2/3): 91-98 (2008)
34		Sotiris B. Kotsiantis: Locally application of cascade generalization for classification problems. Intelligent Decision Technologies 2(4): 239-246 (2008)
	2007
33		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
32		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
31		Sotiris B. Kotsiantis, Dimitris Kanellopoulos: Combining Bagging, Boosting and Dagging for Classification Problems. KES (2) 2007: 493-500
30		Sotiris B. Kotsiantis: Supervised Machine Learning: A Review of Classification Techniques. Emerging Artificial Intelligence Applications in Computer Engineering 2007: 3-24
29		Sotiris B. Kotsiantis: Credit risk analysis using a hybrid data mining model. IJISTA 2(4): 345-356 (2007)
28		Sotiris B. Kotsiantis: Supervised Machine Learning: A Review of Classification Techniques. Informatica (Slovenia) 31(3): 249-268 (2007)
27		Sotiris B. Kotsiantis, Dimitris Tzelepis, Euaggelos Koumanakos, Vasilis Tampakas: Selective costing voting for bankruptcy prediction. KES Journal 11(2): 115-127 (2007)
	2006
26		Sotiris B. Kotsiantis: Local Ordinal Classification. AIAI 2006: 1-8
25		Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Ioannis D. Zaharakis: Bagged Averaging of Regression Models. AIAI 2006: 53-60
24		Dimitris Kanellopoulos, Sotiris B. Kotsiantis, Panayiotis E. Pintelas: Ontology-based Learning Applications: A Development Methodology. IASTED Conf. on Software Engineering 2006: 27-32
23		Sotiris B. Kotsiantis, Euaggelos Koumanakos, Dimitris Tzelepis, Vasilis Tampakas: Financial Application of Neural Networks: Two Case Studies in Greece. ICANN (2) 2006: 672-681
22		Sotiris B. Kotsiantis, Dimitris Kanellopoulos, Panayiotis E. Pintelas: Local Additive Regression of Decision Stumps. SETN 2006: 148-157
21		Sotiris B. Kotsiantis, Euaggelos Koumanakos, Dimitris Tzelepis, Vasilis Tampakas: Predicting Fraudulent Financial Statements with Machine Learning Techniques. SETN 2006: 538-542
20		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)
19		Sotiris B. Kotsiantis: Local averaging of heterogeneous regression models. Int. J. Hybrid Intell. Syst. 3(2): 99-107 (2006)
18		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
17		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: Predicting Students' Marks in Hellenic Open University. ICALT 2005: 664-668
16		Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas: Local Bagging of Decision Stumps. IEA/AIE 2005: 406-411
15		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
14		Sotiris B. Kotsiantis, George E. Tsekouras, C. Raptis, Panayiotis E. Pintelas: Modeling the Organoleptic Properties of Matured Wine Distillates. MLDM 2005: 667-673
13		Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas: Bagging Random Trees for Estimation of Tissue Softness. MLDM 2005: 674-681
12		Sotiris B. Kotsiantis, George E. Tsekouras, Panayiotis E. Pintelas: Bagging Model Trees for Classification Problems. Panhellenic Conference on Informatics 2005: 328-337
11		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: Logitboost of Simple Bayesian Classifier. Informatica (Slovenia) 29(1): 53-60 (2005)
10		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: Local voting of weak classifiers. KES Journal 9(3): 239-248 (2005)
	2004
9		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: Bagged Voting Ensembles. AIMSA 2004: 168-177
8		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: Increasing the Classification Accuracy of Simple Bayesian Classifier. AIMSA 2004: 198-207
7		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: A Hybrid Decision Support Tool - Using Ensemble of Classifiers. ICEIS (2) 2004: 448-456
6		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
5		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: An Online Ensemble of Classifiers. PRIS 2004: 59-68
4		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: A Cost Sensitive Technique for Ordinal Classification Problems. SETN 2004: 220-229
3		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)
2		Sotiris B. Kotsiantis, Panayiotis E. Pintelas: A decision support prototype tool for predicting student performance in an ODL environment. Interact. Techn. Smart Edu. 1(4): 253-264 (2004)
	2003
1		Sotiris B. Kotsiantis, Christos Pierrakeas, Panayiotis E. Pintelas: Preventing Student Dropout in Distance Learning Using Machine Learning Techniques. KES 2003: 267-274

Coauthor Index

1	D. Anyfantis	[32] [33]
2	Christos Kalloniatis	[6] [15]
3	Dimitris Kanellopoulos (Dimitris N. Kanellopoulos)	[18] [22] [24] [25] [31] [38] [43] [44]
4	M. Karagiannopoulos	[32] [33]
5	Euaggelos Koumanakos	[21] [23] [27]
6	Dimitris Papageorgiou	[6] [15]
7	Kiriakos Patriarcheas	[42]
8	Christos Pierrakeas	[1] [3]
9	Panayiotis E. Pintelas	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [20] [22] [24] [32] [33] [39]
10	C. Raptis	[14]
11	Vasilis Tampakas	[21] [23] [27] [43]
12	George E. Tsekouras	[6] [12] [13] [14] [15] [16]
13	Dimitris Tzelepis	[21] [23] [27]
14	Michalis Nik Xenos	[42]
15	Ioannis D. Zaharakis	[20] [25]

Last update Fri May 25 01:42:58 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page