-
1
-
-
84898946229
-
Support vector machines for multiple-instance learning
-
Vancouver, Canada
-
Andrews, S., Tsochantaridis, I., & Hofmann, T. (2002). Support vector machines for multiple-instance learning. In NIPS'02: Proceedings of neural information processing system. Vancouver, Canada (pp. 561-568).
-
(2002)
NIPS'02: Proceedings of Neural Information Processing System
, pp. 561-568
-
-
Andrews, S.1
Tsochantaridis, I.2
Hofmann, T.3
-
2
-
-
56449115842
-
Towards educational data mining: Using data mining methods for automated chat analysis to understand and support inquiry learning processes
-
Crete, Greece
-
Anjewierden, A., Kollnöffel, B., & Hulshof, C. (2007). Towards educational data mining: Using data mining methods for automated chat analysis to understand and support inquiry learning processes. In ADML'07: International workshop on applying data mining in e-learning. Crete, Greece (pp. 27-36).
-
(2007)
ADML'07: International Workshop on Applying Data Mining in E-learning
, pp. 27-36
-
-
Anjewierden, A.1
-
3
-
-
22944460788
-
A boosting approach to multiple instance learning
-
ECML'04: Proceedings of the fifth European conference on machine learning Pisa, Italy
-
Auer, P., & Ortner, R. (2004). A boosting approach to multiple instance learning. In ECML'04: Proceedings of the fifth European conference on machine learning. Lecture Notes in Computer Science. Vol. 3201. Pisa, Italy (pp. 63-74).
-
(2004)
Lecture Notes in Computer Science
, vol.3201
, pp. 63-74
-
-
Auer, P.1
Ortner, R.2
-
4
-
-
0242498488
-
An analysis of four missing data treatment methods for supervised learning
-
G. Batista, and M. Monard An analysis of four missing data treatment methods for supervised learning Applied Artificial Intelligence 17 2003 519 533
-
(2003)
Applied Artificial Intelligence
, vol.17
, pp. 519-533
-
-
Batista, G.1
Monard, M.2
-
5
-
-
31844431728
-
-
ICML '05: Proceedings of the 22nd international conference on Machine learning ACM Press New York, NY, USA pp. 57-64
-
H. Blockeel, D. Page, and A. Srinivasan Multi-instance tree learning ICML '05: Proceedings of the 22nd international conference on Machine learning 2005 ACM Press New York, NY, USA pp. 57-64
-
(2005)
Multi-instance Tree Learning
-
-
Blockeel, H.1
Page, D.2
Srinivasan, A.3
-
7
-
-
0035478854
-
Random forests
-
L. Breiman Random forests Machine Learning 45 1 2001 5 32
-
(2001)
Machine Learning
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
8
-
-
0034358210
-
Intellectual ability, learning style, personality, achievement motivation and academic success of psychology students in higher education
-
V. Busato, F. Prins, J. Elshout, and C. Hamaker Intellectual ability, learning style, personality, achievement motivation and academic success of psychology students in higher education Personality and Individual Differences 29 2000 1057 1068
-
(2000)
Personality and Individual Differences
, vol.29
, pp. 1057-1068
-
-
Busato, V.1
Prins, F.2
Elshout, J.3
Hamaker, C.4
-
10
-
-
50949096538
-
Web usage mining to evaluate the transfer of learning in a web-based learning environment
-
Adelaide, Australia
-
Chanchary, F., Haque, I., & Khalid, S. (2008). Web usage mining to evaluate the transfer of learning in a web-based learning environment. In WKDD'08: International workshop on knowledge discovery and data mining. Adelaide, Australia (pp. 249-253).
-
(2008)
WKDD'08: International Workshop on Knowledge Discovery and Data Mining
, pp. 249-253
-
-
Chanchary, F.1
Haque, I.2
Khalid, S.3
-
11
-
-
33845621876
-
Mining learner profile utilizing association rule for web-based learning diagnosis
-
6-2
-
C. Chen, Y. Hsieh, and S. Hsu Mining learner profile utilizing association rule for web-based learning diagnosis Expert Systems with Applications 33 1 2007 6-2
-
(2007)
Expert Systems with Applications
, vol.33
, Issue.1
-
-
Chen, C.1
Hsieh, Y.2
Hsu, S.3
-
12
-
-
56549100856
-
Mobile formative assessment tool based on data mining techniques for supporting web-based learning
-
C.-M. Chen, and M.-C. Chen Mobile formative assessment tool based on data mining techniques for supporting web-based learning Computers and Education 52 1 2009 256 273
-
(2009)
Computers and Education
, vol.52
, Issue.1
, pp. 256-273
-
-
Chen, C.-M.1
Chen, M.-C.2
-
14
-
-
84863161940
-
Image categorization by learning and reasoning with regions
-
Y. Chen, and J.Z. Wang Image categorization by learning and reasoning with regions Journal of Machine Learning Research 5 2004 913 939
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 913-939
-
-
Chen, Y.1
Wang, J.Z.2
-
15
-
-
84949443498
-
Solving multiple-instance and multiple-part learning problems with decision trees and decision rules. Application to the mutagenesis problem
-
LNCS Ottawa, Canada
-
Chevaleyre, Y. -Z., & Zucker, J.-D. (2001). Solving multiple-instance and multiple-part learning problems with decision trees and decision rules. Application to the mutagenesis problem. In AI'01: Proceedings of the 14th of the Canadian society for computational studies of intelligence. LNCS Ottawa, Canada (pp. 204-214).
-
(2001)
AI'01: Proceedings of the 14th of the Canadian Society for Computational Studies of Intelligence
, pp. 204-214
-
-
Chevaleyre, Y.-Z.1
Zucker, J.-D.2
-
16
-
-
0030509392
-
The relationship between teacher characteristics, learning environment and student achievement and attitude
-
M. Chidolue The relationship between teacher characteristics, learning environment and student achievement and attitude Studies in Educational Evaluation 22 3 2001 263 274
-
(2001)
Studies in Educational Evaluation
, vol.22
, Issue.3
, pp. 263-274
-
-
Chidolue, M.1
-
17
-
-
71849097486
-
Group differences in computer supported collaborative learning: Evidence from patterns of taiwanese students' online communication
-
C.-H. Chiu, and H.-F. Hsiao Group differences in computer supported collaborative learning: Evidence from patterns of taiwanese students' online communication Computers and Education 54 2 2010 427 435
-
(2010)
Computers and Education
, vol.54
, Issue.2
, pp. 427-435
-
-
Chiu, C.-H.1
Hsiao, H.-F.2
-
18
-
-
14544297413
-
A new model for using data mining in higher educational system
-
Istanbul, Turkey
-
Delavari, N., Beikzadeh, M., & Shirazi, M. (2004). A new model for using data mining in higher educational system. In ITHET'04: Proceedings of fifth international conference on information technology based higher education and training. Istanbul, Turkey.
-
(2004)
ITHET'04: Proceedings of Fifth International Conference on Information Technology Based Higher Education and Training
-
-
Delavari, N.1
Beikzadeh, M.2
Shirazi, M.3
-
19
-
-
29644438050
-
Statistical comparisons of classifiers over multiple data sets
-
J. Demsar Statistical comparisons of classifiers over multiple data sets Journal of Machine Learning Research 17 2006 1 30
-
(2006)
Journal of Machine Learning Research
, vol.17
, pp. 1-30
-
-
Demsar, J.1
-
21
-
-
71549141266
-
Temporal transitions in participation flow in an asynchronous discussion forum
-
L.P. Dringus, and T. Ellis Temporal transitions in participation flow in an asynchronous discussion forum Computers and Education 54 2 2010 340 349
-
(2010)
Computers and Education
, vol.54
, Issue.2
, pp. 340-349
-
-
Dringus, L.P.1
Ellis, T.2
-
23
-
-
0028752806
-
Predicting performance from test scores using backpropagation and counterpropagation
-
Washington, USA
-
Fausett, L., & Elwasif, W. (1994). Predicting performance from test scores using backpropagation and counterpropagation. In WCCI'94: IEEE world congress on computational intelligence. Washington, USA (pp. 3398-3402).
-
(1994)
WCCI'94: IEEE World Congress on Computational Intelligence
, pp. 3398-3402
-
-
Fausett, L.1
Elwasif, W.2
-
24
-
-
0029403698
-
Induction of ripple-down rules applied to modeling large databases
-
B. Gaines, and P. Compton Induction of ripple-down rules applied to modeling large databases Journal of Intelligence Information System 5 3 1995 211 228
-
(1995)
Journal of Intelligence Information System
, vol.5
, Issue.3
, pp. 211-228
-
-
Gaines, B.1
Compton, P.2
-
25
-
-
45549091473
-
Exploiting generalized discriminative multiple instance learning for multimedia semantic concept detection
-
S. Gao, and Q. Sun Exploiting generalized discriminative multiple instance learning for multimedia semantic concept detection Pattern Recognition 41 10 2008 3214 3223
-
(2008)
Pattern Recognition
, vol.41
, Issue.10
, pp. 3214-3223
-
-
Gao, S.1
Sun, Q.2
-
26
-
-
4444252785
-
Multi-instance kernels
-
Morgan Kaufmann, Sydney, Australia
-
Gartner, T., Flach, P.A., Kowalczyk, A., & Smola, A.J. (2002). Multi-instance kernels. In ICML'02: Proceedings of the 19th international conference on machine learning. Morgan Kaufmann, Sydney, Australia (pp. 179-186).
-
(2002)
ICML'02: Proceedings of the 19th International Conference on Machine Learning
, pp. 179-186
-
-
Gartner, T.1
Flach, P.A.2
Kowalczyk, A.3
Smola, A.J.4
-
28
-
-
70350028521
-
2009. A valued tolerance approach to missing attribute values in data mining
-
Catania, Italy
-
Grzymala-Busse, J., Hippe, Z., Rzasa, W., & Vasudevan, S., 2009. A valued tolerance approach to missing attribute values in data mining. In HSI'09: Proceedings of the second conference on human system interactions. Vol. 3. Catania, Italy (pp. 220-227).
-
HSI'09: Proceedings of the Second Conference on Human System Interactions
, vol.3
, pp. 220-227
-
-
Grzymala-Busse, J.1
Hippe, Z.2
Rzasa, W.3
Vasudevan, S.4
-
29
-
-
38549114999
-
ILC2: A multi-layer multi-instance learning approach to video concept detection
-
Kyoto, Japan
-
Gu, Z., Mei, T., Tang, J., Wu, X., & Hua, X. (2008). MILC2: A multi-layer multi-instance learning approach to video concept detection. In MMM'08: Proceedings of the 14th international conference of multimedia modeling. Kyoto, Japan (pp. 24-34).
-
(2008)
MMM'08: Proceedings of the 14th International Conference of Multimedia Modeling
, pp. 24-34
-
-
Gu, Z.1
Mei, T.2
Tang, J.3
Wu, X.4
Hua, X.5
-
30
-
-
58049088818
-
Region-based image categorization with reduced feature set
-
Cairns, Qld
-
Herman, G., Ye, G., Xu, J., & Zhang, B. (2008). Region-based image categorization with reduced feature set. In Proceedings of the 10th IEEE workshop on multimedia signal processing. Cairns, Qld (pp. 586-591).
-
(2008)
Proceedings of the 10th IEEE Workshop on Multimedia Signal Processing
, pp. 586-591
-
-
Herman, G.1
Ye, G.2
Xu, J.3
Zhang, B.4
-
31
-
-
0027580356
-
Very simple classification rules perform well on most commonly used datasets
-
R. Holte Very simple classification rules perform well on most commonly used datasets Machine Learning 11 1993 63 91
-
(1993)
Machine Learning
, vol.11
, pp. 63-91
-
-
Holte, R.1
-
32
-
-
71849107060
-
A heuristic algorithm for planning personalized learning paths for context-aware ubiquitous learning
-
G.-J. Hwang, F.-R. Kuo, P.-Y. Yin, and K.-H. Chuang A heuristic algorithm for planning personalized learning paths for context-aware ubiquitous learning Computers and Education 54 2 2010 404 415
-
(2010)
Computers and Education
, vol.54
, Issue.2
, pp. 404-415
-
-
Hwang, G.-J.1
Kuo, F.-R.2
Yin, P.-Y.3
Chuang, K.-H.4
-
33
-
-
0000545946
-
Improvements to platt's smo algorithm for svm classifier design
-
S. Keerthi, S. Shevade, C. Bhattacharyya, and K. Murthy Improvements to platt's smo algorithm for svm classifier design Neural Computation 13 3 2001 637 649
-
(2001)
Neural Computation
, vol.13
, Issue.3
, pp. 637-649
-
-
Keerthi, S.1
Shevade, S.2
Bhattacharyya, C.3
Murthy, K.4
-
35
-
-
44949263923
-
Towards personalized recommendation by two-step modified apriori data mining algorithm
-
E. Lazcorreta, F. Botella, and A. Fernández-Caballero Towards personalized recommendation by two-step modified apriori data mining algorithm Expert Systems with Applications 35 3 2008 1422 1429
-
(2008)
Expert Systems with Applications
, vol.35
, Issue.3
, pp. 1422-1429
-
-
Lazcorreta, E.1
Botella, F.2
Fernández-Caballero, A.3
-
36
-
-
80052031570
-
Exploring a new frontier in higher education research: A case study analysis of using data mining techniques to create NSSE institutional typology
-
California, USA
-
Luan, J., Zhao, C.-M., & Hayek, J. (2004). Exploring a new frontier in higher education research: A case study analysis of using data mining techniques to create NSSE institutional typology. In: California Association for Institutional Research. California, USA, pp. 17-19.
-
(2004)
California Association for Institutional Research
, pp. 17-19
-
-
Luan, J.1
Zhao, C.-M.2
Hayek, J.3
-
40
-
-
77958152987
-
Predicting student outcomes using discriminant function analysis
-
California, USA
-
Martnínez, D. (2001). Predicting student outcomes using discriminant function analysis. In Annual Meeting of the Research and Planning Group. California, USA (pp. 163-173).
-
(2001)
Annual Meeting of the Research and Planning Group
, pp. 163-173
-
-
Martnínez, D.1
-
41
-
-
0001673996
-
A comparison of event models for naive bayes text classification
-
Madison, Wisconsin
-
Mccallum, A., & Nigam, K. (1998). A comparison of event models for naive bayes text classification. In AAAI'98: Workshop on learning for text categorization. Madison, Wisconsin (pp. 41-48).
-
(1998)
AAAI'98: Workshop on Learning for Text Categorization
, pp. 41-48
-
-
McCallum, A.1
Nigam, K.2
-
42
-
-
77949502986
-
Using genetic algorithms for data mining optimization in an educational web-based system
-
B. Minaei-Bidgoli, and W. Punch Using genetic algorithms for data mining optimization in an educational web-based system Genetic and Evolutionary Computation 2 2003 2252 2263
-
(2003)
Genetic and Evolutionary Computation
, vol.2
, pp. 2252-2263
-
-
Minaei-Bidgoli, B.1
Punch, W.2
-
43
-
-
0012981422
-
The additive effect of regulatory activities on top of intelligence in relation to academic performance in higher education
-
A. Minnaert, and P. Janssen The additive effect of regulatory activities on top of intelligence in relation to academic performance in higher education Learning and Instruction 9 1999 77 91
-
(1999)
Learning and Instruction
, vol.9
, pp. 77-91
-
-
Minnaert, A.1
Janssen, P.2
-
45
-
-
57149148073
-
Multiple instance boost using graph embedding based decision stump for pedestrian detection
-
Springer-Verlag Berlin, Heidelberg
-
Pang, J., Huang, Q., & Jiang, S. (2008). Multiple instance boost using graph embedding based decision stump for pedestrian detection. In ECCV'08: Proceedings of the 10th European conference on computer vision. LNCS Vol. 5305 (pp. 541-552). Springer-Verlag Berlin, Heidelberg.
-
(2008)
ECCV'08: Proceedings of the 10th European Conference on Computer Vision
, vol.5305
, pp. 541-552
-
-
Pang, J.1
Huang, Q.2
Jiang, S.3
-
46
-
-
45049085740
-
An em based multiple instance learning method for image classification
-
H.T. Pao, S.C. Chuang, Y.Y. Xu, and H. Fu An EM based multiple instance learning method for image classification Expert Systems with Applications 35 3 2008 1468 1472
-
(2008)
Expert Systems with Applications
, vol.35
, Issue.3
, pp. 1468-1472
-
-
Pao, H.T.1
Chuang, S.C.2
Xu, Y.Y.3
Fu, H.4
-
47
-
-
33750284913
-
Incorporating multiple SVMs for automatic image annotation
-
X. Qi, and Y. Han Incorporating multiple SVMs for automatic image annotation Pattern Recognition 40 2 2007 728 741
-
(2007)
Pattern Recognition
, vol.40
, Issue.2
, pp. 728-741
-
-
Qi, X.1
Han, Y.2
-
51
-
-
77958153220
-
Educational data mining: A review of the state-of-the-art
-
C. Romero, and S. Ventura Educational data mining: A review of the state-of-the-art IEEE Transaction on Systems, Man and Cybernetics, part C: Applications and Reviews 40 6 2010 610 618
-
(2010)
IEEE Transaction on Systems, Man and Cybernetics, Part C: Applications and Reviews
, vol.40
, Issue.6
, pp. 610-618
-
-
Romero, C.1
Ventura, S.2
-
54
-
-
61849186005
-
Determination of factors influencing the achievement of the first-year university students using data mining methods
-
Hong Kong, China
-
Superby, J., Vandamme, J., & Meskens, N. (2006). Determination of factors influencing the achievement of the first-year university students using data mining methods. In EDM'06: Workshop on Educational Data Mining. Hong Kong, China (pp. 37-44).
-
(2006)
EDM'06: Workshop on Educational Data Mining
, pp. 37-44
-
-
Superby, J.1
Vandamme, J.2
Meskens, N.3
-
55
-
-
84901397751
-
Mining multiple comprehensible classification rules using genetic programming
-
Honolulu, HI, USA
-
Tan, K.C., Tay, A., Lee, T. H., & Heng, C. M. (2002). Mining multiple comprehensible classification rules using genetic programming. In CEC'02: Proceedings of the congress on evolutionary computation. Vol. 2. Honolulu, HI, USA (pp. 1302-1307).
-
(2002)
CEC'02: Proceedings of the Congress on Evolutionary Computation
, vol.2
, pp. 1302-1307
-
-
Tan, K.C.1
Tay, A.2
Lee, T.H.3
Heng, C.M.4
-
56
-
-
71549164100
-
Comparison of examination methods based on multiple-choice questions and constructed-response questions using personal computers
-
E. Ventouras, D. Triantis, P. Tsiakas, and C. Stergiopoulos Comparison of examination methods based on multiple-choice questions and constructed-response questions using personal computers Computers and Education 54 2 2010 455 461
-
(2010)
Computers and Education
, vol.54
, Issue.2
, pp. 455-461
-
-
Ventouras, E.1
Triantis, D.2
Tsiakas, P.3
Stergiopoulos, C.4
-
57
-
-
42049103669
-
A data mining approach to assessing the extent of damage of missing values in survey
-
H. Wang, and S. Wang A data mining approach to assessing the extent of damage of missing values in survey Business Intelligence and Data Mining archive 2 3 2007 249 260
-
(2007)
Business Intelligence and Data Mining Archive
, vol.2
, Issue.3
, pp. 249-260
-
-
Wang, H.1
Wang, S.2
-
58
-
-
0141596676
-
Solving the multiple-instance problem: A lazy learning approach
-
Standord, CA, USA
-
Wang, J., & Zucker, J. -D. (2000). Solving the multiple-instance problem: A lazy learning approach. In ICML'00: Proceedings of the 17th international conference on machine learning. Standord, CA, USA (pp. 1119-1126).
-
(2000)
ICML'00: Proceedings of the 17th International Conference on Machine Learning
, pp. 1119-1126
-
-
Wang, J.1
Zucker, J.-D.2
-
59
-
-
39649110857
-
Three way k-fold cross-validation of resource selection functions
-
T.S. Wiens, B.C. Dale, M.S. Boyce, and P.G. Kershaw Three way k-fold cross-validation of resource selection functions Ecological Modelling 212 3-4 2008 244 255
-
(2008)
Ecological Modelling
, vol.212
, Issue.34
, pp. 244-255
-
-
Wiens, T.S.1
Dale, B.C.2
Boyce, M.S.3
Kershaw, P.G.4
-
61
-
-
21844431521
-
-
Ph.D. thesis, Department of Computer Science. University of Waikato, Hamilton, New Zealand
-
Xu, X. (2003). Statistical learning in multiple instance problems. Ph.D. thesis, Department of Computer Science. University of Waikato, Hamilton, New Zealand.
-
(2003)
Statistical Learning in Multiple Instance Problems
-
-
Xu, X.1
-
62
-
-
7444219637
-
Logistic regression and boosting for labeled bags of instances
-
LNCS. Sydney, Australia
-
Xu, X., & Frank, E. (2004). Logistic regression and boosting for labeled bags of instances. In PAKDD'04: Proceedings of the eigth conference of Pacific-Asia. Vol. 3056 of LNCS. Sydney, Australia (pp. 272-281).
-
(2004)
PAKDD'04: Proceedings of the Eigth Conference of Pacific-Asia
, vol.3056
, pp. 272-281
-
-
Xu, X.1
Frank, E.2
-
63
-
-
80052898759
-
Region based image annotation through multiple-instance learning
-
New York, USA
-
Yang, C., Dong, M., & Fotouhi, F. (2005). Region based image annotation through multiple-instance learning. In Multimedia'05: Proceedings of the 13th annual ACM international conference on multimedia. New York, USA (pp. 435-438).
-
(2005)
Multimedia'05: Proceedings of the 13th Annual ACM International Conference on Multimedia
, pp. 435-438
-
-
Yang, C.1
Dong, M.2
Fotouhi, F.3
-
64
-
-
77957910163
-
Multi-instance learning with multi-objective genetic programming for web mining
-
A. Zafra, E. Gibaja, and S. Ventura Multi-instance learning with multi-objective genetic programming for web mining Applied Soft Computing 11 1 2011 93 102
-
(2011)
Applied Soft Computing
, vol.11
, Issue.1
, pp. 93-102
-
-
Zafra, A.1
Gibaja, E.2
Ventura, S.3
-
66
-
-
1642357513
-
Improve multi-instance neural networks through feature selection
-
M.-L. Zhang, and Z.-H. Zhou Improve multi-instance neural networks through feature selection Neural Processing Letters 19 1 2004 1 10
-
(2004)
Neural Processing Letters
, vol.19
, Issue.1
, pp. 1-10
-
-
Zhang, M.-L.1
Zhou, Z.-H.2
-
67
-
-
77955908693
-
Ensembles of multi-instance neural networks
-
International federation for information processing Springer-Verlag Beijing, China
-
M.-L. Zhang, and Z.-H. Zhou Ensembles of multi-instance neural networks IIP'04: International conference on intelligent information processing II International federation for information processing Vol. 163 2005 Springer-Verlag Beijing, China pp. 471-474
-
(2005)
IIP'04: International Conference on Intelligent Information Processing II
, vol.163
, pp. 471-474
-
-
Zhang, M.-L.1
Zhou, Z.-H.2
-
68
-
-
31444436020
-
Adapting RBF neural networks to multi-instance learning
-
M.-L. Zhang, and Z.-H. Zhou Adapting RBF neural networks to multi-instance learning Neural Processing Letters 23 1 2006 1 26
-
(2006)
Neural Processing Letters
, vol.23
, Issue.1
, pp. 1-26
-
-
Zhang, M.-L.1
Zhou, Z.-H.2
-
70
-
-
33947396751
-
Solving multi-instance problems with classifier ensemble based on constructive clustering
-
Z.-H. Zhou, and M.-L. Zhang Solving multi-instance problems with classifier ensemble based on constructive clustering Knowledge and Information Systems 11 2 2007 155 170
-
(2007)
Knowledge and Information Systems
, vol.11
, Issue.2
, pp. 155-170
-
-
Zhou, Z.-H.1
Zhang, M.-L.2
|