-
1
-
-
0027621699
-
-
Agrawal, R., Imielinski, T., & Swami, A. (1993). Mining association rules between sets of items in large databases. In Proceedings of the 1993 ACM SIGMOD international conference on management of data (pp. 207-216). Washington, DC.
-
Agrawal, R., Imielinski, T., & Swami, A. (1993). Mining association rules between sets of items in large databases. In Proceedings of the 1993 ACM SIGMOD international conference on management of data (pp. 207-216). Washington, DC.
-
-
-
-
2
-
-
56349163856
-
-
Alcalá, J., Sánchez, L., García, S., del Jesus, M. J., Ventura, S., Garrell, J. M., et al. (2007). KEEL: A data mining software tool for assessing the performance of knowledge extraction-based on evolutionary algorithms. Soft computing, to appear.
-
Alcalá, J., Sánchez, L., García, S., del Jesus, M. J., Ventura, S., Garrell, J. M., et al. (2007). KEEL: A data mining software tool for assessing the performance of knowledge extraction-based on evolutionary algorithms. Soft computing, to appear.
-
-
-
-
3
-
-
56349105627
-
-
Atzmueller, M., Puppe, F. & Buscher, H. P. (2004). Towards knowledge-intensive subgroup discovery. In Proceedings Lernen, Wissensentdeckung und Adaptivität Workshop (LWA'04) (pp. 117-123). Berlin, Germany.
-
Atzmueller, M., Puppe, F. & Buscher, H. P. (2004). Towards knowledge-intensive subgroup discovery. In Proceedings Lernen, Wissensentdeckung und Adaptivität Workshop (LWA'04) (pp. 117-123). Berlin, Germany.
-
-
-
-
4
-
-
33750322433
-
SD-Map - A fast algorithm for exhaustive subgroup discovery
-
Proceedings of the 10th European conference on principles and practice of knowledge discovery in databases (PKDD 2006), Springer-Verlag, Berlin
-
Atzmueller M., and Puppe F. SD-Map - A fast algorithm for exhaustive subgroup discovery. Proceedings of the 10th European conference on principles and practice of knowledge discovery in databases (PKDD 2006). Lecture notes in computer science Vol. 4213 (2006), Springer-Verlag, Berlin 6-17
-
(2006)
Lecture notes in computer science
, vol.4213
, pp. 6-17
-
-
Atzmueller, M.1
Puppe, F.2
-
5
-
-
0001268158
-
Evolving fuzzy rule based controllers using genetic algorithms
-
Carse B., Fogarty T.C., and Munro A. Evolving fuzzy rule based controllers using genetic algorithms. Fuzzy Sets and Systems 80 (1996) 273-293
-
(1996)
Fuzzy Sets and Systems
, vol.80
, pp. 273-293
-
-
Carse, B.1
Fogarty, T.C.2
Munro, A.3
-
6
-
-
56349085166
-
-
Castro, F., Vellido, A., Nebot, A., & Minguillon, J. (2005). Detecting atypical student behaviour on an e-learning system. In I Simposio Nacional de Tecnologas de la Información y las comunicaciones en la Educacion (pp. 153-160). Granada, Spain.
-
Castro, F., Vellido, A., Nebot, A., & Minguillon, J. (2005). Detecting atypical student behaviour on an e-learning system. In I Simposio Nacional de Tecnologas de la Información y las comunicaciones en la Educacion (pp. 153-160). Granada, Spain.
-
-
-
-
7
-
-
34249966007
-
The CN2 induction algorithm
-
Clark P., and Niblett T. The CN2 induction algorithm. Machine Learning 3 4 (1989) 261-283
-
(1989)
Machine Learning
, vol.3
, Issue.4
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
8
-
-
0033317446
-
MOGUL: A methodology to obtain genetic fuzzy rule-based systems under the iterative rule learning approach
-
Cordón O., del Jesus M.J., Herrera F., and Lozano M. MOGUL: A methodology to obtain genetic fuzzy rule-based systems under the iterative rule learning approach. International Journal of Intelligent Systems 14 (1999) 1123-1153
-
(1999)
International Journal of Intelligent Systems
, vol.14
, pp. 1123-1153
-
-
Cordón, O.1
del Jesus, M.J.2
Herrera, F.3
Lozano, M.4
-
10
-
-
34548285425
-
Evolutionary fuzzy rule induction process for subgroup discovery: a case study in marketing
-
del Jesus M.J., González P., Herrera F., and Mesonero M. Evolutionary fuzzy rule induction process for subgroup discovery: a case study in marketing. IEEE Transactions on Fuzzy Systems 15 4 (2007) 578-592
-
(2007)
IEEE Transactions on Fuzzy Systems
, vol.15
, Issue.4
, pp. 578-592
-
-
del Jesus, M.J.1
González, P.2
Herrera, F.3
Mesonero, M.4
-
12
-
-
56349105626
-
-
Freyberger, J., Heffernan, N., & Ruiz, C. (2004). Using association rules to guide a search for best fitting transfer models of student learning. In Workshop on analyzing student-tutor interactions logs to improve educational outcomes at ITS conference. Maceio (pp. 1-4). Brazil.
-
Freyberger, J., Heffernan, N., & Ruiz, C. (2004). Using association rules to guide a search for best fitting transfer models of student learning. In Workshop on analyzing student-tutor interactions logs to improve educational outcomes at ITS conference. Maceio (pp. 1-4). Brazil.
-
-
-
-
13
-
-
84864847489
-
-
Gamberger, D. & Lavrac, N. (2002). Descriptive induction through subgroup discovery: A case study in a medical domain. In Proceedings of the 19th international conference on machine learning (ICML 2002) (pp. 163-170). Sydney, Australia.
-
Gamberger, D. & Lavrac, N. (2002). Descriptive induction through subgroup discovery: A case study in a medical domain. In Proceedings of the 19th international conference on machine learning (ICML 2002) (pp. 163-170). Sydney, Australia.
-
-
-
-
15
-
-
0038500689
-
Active subgroup mining: A case study in coronary heart disease risk group detection
-
Gamberger D., Lavrac N., and Krstacic G. Active subgroup mining: A case study in coronary heart disease risk group detection. Artificial Intelligence in Medicine 28 1 (2003) 27-57
-
(2003)
Artificial Intelligence in Medicine
, vol.28
, Issue.1
, pp. 27-57
-
-
Gamberger, D.1
Lavrac, N.2
Krstacic, G.3
-
17
-
-
0000662737
-
Search-intensive concept induction
-
Giordana A., and Neri F. Search-intensive concept induction. Evolutionary Computation 3 4 (1995) 375-416
-
(1995)
Evolutionary Computation
, vol.3
, Issue.4
, pp. 375-416
-
-
Giordana, A.1
Neri, F.2
-
18
-
-
0033116171
-
SLAVE: A genetic learning system based on an iterative approach
-
González A., and Pérez R. SLAVE: A genetic learning system based on an iterative approach. IEEE Transactions on Fuzzy Systems 7 2 (1999) 176-191
-
(1999)
IEEE Transactions on Fuzzy Systems
, vol.7
, Issue.2
, pp. 176-191
-
-
González, A.1
Pérez, R.2
-
20
-
-
0003372359
-
Mining frequent patterns by pattern-growth: Methodology and implications
-
Han J., and Pei J. Mining frequent patterns by pattern-growth: Methodology and implications. ACM SIGKDD Explorations Newsletter 2 2 (2000) 14-20
-
(2000)
ACM SIGKDD Explorations Newsletter
, vol.2
, Issue.2
, pp. 14-20
-
-
Han, J.1
Pei, J.2
-
22
-
-
84857462987
-
-
Jovanoski, V., & Lavrac, N. (2001). Classification rule learning with APRIORI-C. In progress in artificial intelligence knowledge extraction, Multi-agent systems, Logic programming, and Constraint solving: 10th Portuguese Conference on Artificial Intelligence (EPIA'01) (pp. 44-51). Porto, Portugal.
-
Jovanoski, V., & Lavrac, N. (2001). Classification rule learning with APRIORI-C. In progress in artificial intelligence knowledge extraction, Multi-agent systems, Logic programming, and Constraint solving: 10th Portuguese Conference on Artificial Intelligence (EPIA'01) (pp. 44-51). Porto, Portugal.
-
-
-
-
23
-
-
56349096443
-
-
Kavsek, B., Lavrac, N., & Bullas, J. C. (2002). Rule induction for subgroup discovery: a case study in mining UK traffic accident data. In International Multi-Conference on Information Society (IS'02) (pp. 127-130). Ljubljana, Slovenia.
-
Kavsek, B., Lavrac, N., & Bullas, J. C. (2002). Rule induction for subgroup discovery: a case study in mining UK traffic accident data. In International Multi-Conference on Information Society (IS'02) (pp. 127-130). Ljubljana, Slovenia.
-
-
-
-
24
-
-
33747881454
-
APRIORI-SD: Adapting association rule learning to subgroup discovery
-
Kavsek B., and Lavrac N. APRIORI-SD: Adapting association rule learning to subgroup discovery. Applied Artificial Intelligence 20 7 (2006) 543-583
-
(2006)
Applied Artificial Intelligence
, vol.20
, Issue.7
, pp. 543-583
-
-
Kavsek, B.1
Lavrac, N.2
-
25
-
-
56349172256
-
-
KEEL (2007). Available from .
-
KEEL (2007). Available from .
-
-
-
-
26
-
-
0002192370
-
Explora: A multipattern and multistrategy discovery assistant
-
Fayyad U., Piatetsky-Shapiro G., Smyth P., and Uthurusamy R. (Eds), AAAI Press, Menlo Park, California
-
Klösgen W. Explora: A multipattern and multistrategy discovery assistant. In: Fayyad U., Piatetsky-Shapiro G., Smyth P., and Uthurusamy R. (Eds). Advances in knowledge discovery and data mining (1996), AAAI Press, Menlo Park, California 249-271
-
(1996)
Advances in knowledge discovery and data mining
, pp. 249-271
-
-
Klösgen, W.1
-
27
-
-
26944470583
-
Subgroup discovery
-
Klösgen W., and Zytkow J. (Eds), Oxford University Press, NY
-
Klösgen W. Subgroup discovery. In: Klösgen W., and Zytkow J. (Eds). Handbook of data mining and knowledge discovery (2002), Oxford University Press, NY 354-364
-
(2002)
Handbook of data mining and knowledge discovery
, pp. 354-364
-
-
Klösgen, W.1
-
30
-
-
84949207526
-
-
Lavrac, N., Flach, P., & Zupan, B. (1999). Rule evaluation measures: A unifying view. In Proceedings of the 9th international workshop on inductive logic programming (ILP'99) (pp. 174-185).
-
Lavrac, N., Flach, P., & Zupan, B. (1999). Rule evaluation measures: A unifying view. In Proceedings of the 9th international workshop on inductive logic programming (ILP'99) (pp. 174-185).
-
-
-
-
32
-
-
7044269070
-
RSD: Relational subgroup discovery through first-order feature construction
-
Proceedings of the international conference on inductive logic programming, Springer, Sydney, Australia
-
Lavrac N., Zelezny F., and Flach P.A. RSD: Relational subgroup discovery through first-order feature construction. Proceedings of the international conference on inductive logic programming. Lecture notes on artificial intelligence 2583 (2003), Springer, Sydney, Australia 149-165
-
(2003)
Lecture notes on artificial intelligence
, vol.2583
, pp. 149-165
-
-
Lavrac, N.1
Zelezny, F.2
Flach, P.A.3
-
33
-
-
56349099791
-
-
Liu, B., Hsu, W., & Ma, Y. (1998). Integrating classification and association rule mining. In Proceedings of the international conference on knowledge discovery and data ming (pp. 80-86). NY.
-
Liu, B., Hsu, W., & Ma, Y. (1998). Integrating classification and association rule mining. In Proceedings of the international conference on knowledge discovery and data ming (pp. 80-86). NY.
-
-
-
-
34
-
-
34250758988
-
Combining usage, content, and structure data to improve web site recommendation
-
Proceedings of the international conference on e-commerce and web technologies, Springer, Zaragoza, Spain
-
Li J., and Zaïane O. Combining usage, content, and structure data to improve web site recommendation. Proceedings of the international conference on e-commerce and web technologies. Lecture notes on computer science 3182 (2004), Springer, Zaragoza, Spain 305-315
-
(2004)
Lecture notes on computer science
, vol.3182
, pp. 305-315
-
-
Li, J.1
Zaïane, O.2
-
35
-
-
56349139631
-
-
Lu, J. (2004). Personalized e-learning material recommender system. In Proceedings of the international conference on information technology for application (pp. 374-379). London, England.
-
Lu, J. (2004). Personalized e-learning material recommender system. In Proceedings of the international conference on information technology for application (pp. 374-379). London, England.
-
-
-
-
36
-
-
56349124282
-
-
Markellou, P., Mousourouli, I., Spiros, S., & Tsakalidis, A. (2005). Using semantic web mining technologies for personalized e-learning experiences. In Proceedings of the web-based education (pp. 461-826). Grindelwald, Switzerland.
-
Markellou, P., Mousourouli, I., Spiros, S., & Tsakalidis, A. (2005). Using semantic web mining technologies for personalized e-learning experiences. In Proceedings of the web-based education (pp. 461-826). Grindelwald, Switzerland.
-
-
-
-
37
-
-
33744784458
-
Mining student data captured from a web-based tutoring tool: Initial exploration and results
-
Merceron A., and Yacef K. Mining student data captured from a web-based tutoring tool: Initial exploration and results. Journal of Interactive Learning Research 15 4 (2004) 319-346
-
(2004)
Journal of Interactive Learning Research
, vol.15
, Issue.4
, pp. 319-346
-
-
Merceron, A.1
Yacef, K.2
-
39
-
-
21244496778
-
-
Minaei-Bidgoli, B., Tan, P., & Punch, W. (2004). Mining interesting contrast rules for a web-based educational system. In Proceedings of the international conference on machine learning applications (pp. 1-8). Louisville, KY.
-
Minaei-Bidgoli, B., Tan, P., & Punch, W. (2004). Mining interesting contrast rules for a web-based educational system. In Proceedings of the international conference on machine learning applications (pp. 1-8). Louisville, KY.
-
-
-
-
40
-
-
56349115458
-
-
Moodle (2007). Available from .
-
Moodle (2007). Available from .
-
-
-
-
41
-
-
84858816755
-
-
Mor, E., & Minguillon, J. (2004). E-learning personalization based on itineraries and long-term navigational behavior. In Proceedings of the 13th international world wide web conference (pp. 264-265). NY.
-
Mor, E., & Minguillon, J. (2004). E-learning personalization based on itineraries and long-term navigational behavior. In Proceedings of the 13th international world wide web conference (pp. 264-265). NY.
-
-
-
-
42
-
-
0242360768
-
-
Nakada, T., & Kunifuji, S. (2003). Subgroup discovery among personal homepages. In Proceedings of the 6th international conference on discovery science (DS 2003) (pp. 385-392). Sapporo, Japan.
-
Nakada, T., & Kunifuji, S. (2003). Subgroup discovery among personal homepages. In Proceedings of the 6th international conference on discovery science (DS 2003) (pp. 385-392). Sapporo, Japan.
-
-
-
-
44
-
-
56349146184
-
-
Piatetsky-Shapiro, G., & Matheus, C. (1994). The interestingness of deviation. In Proceedings of the AAAI workshop on knowledge discovery in databases (pp. 25-36). Seattle, Washington.
-
Piatetsky-Shapiro, G., & Matheus, C. (1994). The interestingness of deviation. In Proceedings of the AAAI workshop on knowledge discovery in databases (pp. 25-36). Seattle, Washington.
-
-
-
-
47
-
-
33845663518
-
Educational data mining: A survey from 1995 to 2005
-
Romero C., and Ventura S. Educational data mining: A survey from 1995 to 2005. Expert Systems with Applications 33 1 (2007) 135-146
-
(2007)
Expert Systems with Applications
, vol.33
, Issue.1
, pp. 135-146
-
-
Romero, C.1
Ventura, S.2
-
49
-
-
56349087947
-
-
Talavera, L., & Gaudioso, E. (2004). Mining student data to characterize similar behavior groups in unstructured collaboration spaces. In Workshop on artificial intelligence in CSCL. 16th European conference on artificial intelligence (pp. 17-23). Valencia, Spain.
-
Talavera, L., & Gaudioso, E. (2004). Mining student data to characterize similar behavior groups in unstructured collaboration spaces. In Workshop on artificial intelligence in CSCL. 16th European conference on artificial intelligence (pp. 17-23). Valencia, Spain.
-
-
-
-
50
-
-
56349089617
-
-
Wang, F. (2002). On using data-mining technology for browsing log file analysis in asynchronous learning environment. In Proceedings of the Conference on educational multimedia, hypermedia and telecommunication (pp. 2005-2006). Denver, Colorado.
-
Wang, F. (2002). On using data-mining technology for browsing log file analysis in asynchronous learning environment. In Proceedings of the Conference on educational multimedia, hypermedia and telecommunication (pp. 2005-2006). Denver, Colorado.
-
-
-
-
54
-
-
34548792706
-
-
Wrobel, S. (1997). An algorithm for multi-relational discovery of subgroups. In Proceedings of conference principles of data mining and knowledge discovery (pp. 78-87). London, UK.
-
Wrobel, S. (1997). An algorithm for multi-relational discovery of subgroups. In Proceedings of conference principles of data mining and knowledge discovery (pp. 78-87). London, UK.
-
-
-
-
55
-
-
0016459349
-
The concept of a linguistic variable and its applications to approximate reasoning, Parts I, II, III
-
pp. 199-249, 301-357, 43-80
-
Zadeh L.A. The concept of a linguistic variable and its applications to approximate reasoning, Parts I, II, III. Information Sciences 8-9 (1975) pp. 199-249, 301-357, 43-80
-
(1975)
Information Sciences
, vol.8-9
-
-
Zadeh, L.A.1
-
56
-
-
56349154528
-
-
Zaïane, O., & Luo, J. (2001). Web usage mining for a better web-based learning environment. In Proceedings of conference on advanced technology for education (pp. 60-64). Banff, Alberta.
-
Zaïane, O., & Luo, J. (2001). Web usage mining for a better web-based learning environment. In Proceedings of conference on advanced technology for education (pp. 60-64). Banff, Alberta.
-
-
-
|