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1

Data Mining and Learning Analytics (Applications in Educational Research) || DATA MINING WITH NATURAL LANGUAGE PROCESSING AND CORPUS LINGUISTICS

ElAtia, Samira, Ipperciel, Donald, Zaïane, Osmar R.

Year:

2016

Language:

english

File:

PDF, 477 KB

english, 2016

2

[Lecture Notes in Business Information Processing] Digital Economy. Emerging Technologies and Business Innovation Volume 290 || Online Project Management and PHP7 Application: A Real Case Study

Jallouli, Rim, Zaïane, Osmar R., Bach Tobji, Mohamed Anis, Srarfi Tabbane, Rym, Nijholt, Anton

Year:

2017

Language:

english

File:

PDF, 1.74 MB

english, 2017

3

Educational data mining applications and tasks: A survey of the last 10 years

Bakhshinategh, Behdad, Zaiane, Osmar R., ElAtia, Samira, Ipperciel, Donald

Journal:

Education and Information Technologies

Year:

2017

Language:

english

File:

PDF, 867 KB

english, 2017

4

Framework for extreme imbalance classification: SWIM—sampling with the majority class

Bellinger, Colin, Sharma, Shiven, Japkowicz, Nathalie, Zaïane, Osmar R.

Journal:

Knowledge and Information Systems

Year:

2019

Language:

english

File:

PDF, 5.12 MB

english, 2019

5

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4093 || A Comprehensive Categorization of DDoS Attack and DDoS Defense Techniques

Li, Xue, Zaïane, Osmar R., Li, Zhanhuai

Year:

2006

Language:

english

File:

PDF, 220 KB

english, 2006

6

Current State of Text Sentiment Analysis from Opinion to Emotion Mining

Yadollahi, Ali, Shahraki, Ameneh Gholipour, Zaiane, Osmar R.

Journal:

ACM Computing Surveys

Year:

2017

Language:

english

File:

PDF, 558 KB

english, 2017

7

[IEEE 2018 IEEE International Conference on Data Mining (ICDM) - Singapore, Singapore (2018.11.17-2018.11.20)] 2018 IEEE International Conference on Data Mining (ICDM) - Synthetic Oversampling with the Majority Class: A New Perspective on Handling Extreme Imbalance

Sharma, Shiven, Bellinger, Colin, Krawczyk, Bartosz, Zaiane, Osmar, Japkowicz, Nathalie

Year:

2018

Language:

english

File:

PDF, 1.60 MB

english, 2018

8

Data Mining and Learning Analytics (Applications in Educational Research) ||

ElAtia, Samira, Ipperciel, Donald, Zaïane, Osmar R.

Year:

2016

Language:

english

File:

PDF, 4.39 MB

english, 2016

9

Parallel Bifold: Large-scale parallel pattern mining with constraints

Mohammad El-Hajj, Osmar R. Zaïane

Journal:

Distributed and Parallel Databases

Year:

2006

Language:

english

File:

PDF, 463 KB

english, 2006

10

Extracellular Proteomes ofArabidopsis ThalianaandBrassica NapusRoots: Analysis and Comparison by MudPIT and LC-MS/MS

Urmila Basu, Jennafer L. Francis, Randy M. Whittal, Julie L. Stephens, Yang Wang, Osmar R. Zaiane, Randy Goebel, Douglas G. Muench, Allen G. Good, Gregory J. Taylor

Journal:

Year:

2006

Language:

english

File:

PDF, 310 KB

english, 2006

11

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4093 || Quantum-Behaved Particle Swarm Optimization Clustering Algorithm

Li, Xue, Zaïane, Osmar R., Li, Zhanhuai

Year:

2006

Language:

english

File:

PDF, 217 KB

english, 2006

12

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 7884 ||

Zaïane, Osmar R., Zilles, Sandra

Year:

2013

Language:

english

File:

PDF, 9.77 MB

english, 2013

13

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4632 ||

Alhajj, Reda, Gao, Hong, Li, Jianzhong, Li, Xue, Zaïane, Osmar R.

Year:

2007

Language:

english

File:

PDF, 14.65 MB

english, 2007

14

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 8347 || Minimising K-Dominating Set in Arbitrary Network Graphs

Motoda, Hiroshi, Wu, Zhaohui, Cao, Longbing, Zaiane, Osmar, Yao, Min, Wang, Wei

Year:

2013

Language:

english

File:

PDF, 558 KB

english, 2013

15

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4632 || Data Mining in Tourism Demand Analysis: A Retrospective Analysis

Alhajj, Reda, Gao, Hong, Li, Jianzhong, Li, Xue, Zaïane, Osmar R.

Year:

2007

Language:

english

File:

PDF, 150 KB

english, 2007

16

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 8346 ||

Motoda, Hiroshi, Wu, Zhaohui, Cao, Longbing, Zaiane, Osmar, Yao, Min, Wang, Wei

Year:

2013

Language:

english

File:

PDF, 19.25 MB

english, 2013

17

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 8347 ||

Motoda, Hiroshi, Wu, Zhaohui, Cao, Longbing, Zaiane, Osmar, Yao, Min, Wang, Wei

Year:

2013

Language:

english

File:

PDF, 12.32 MB

english, 2013

18

[Lecture Notes in Computer Science] Advances in Artificial Intelligence Volume 7884 || Fast Grid-Based Path Finding for Video Games

Zaïane, Osmar R., Zilles, Sandra

Year:

2013

Language:

english

File:

PDF, 263 KB

english, 2013

19

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4632 || E-Stream: Evolution-Based Technique for Stream Clustering

Alhajj, Reda, Gao, Hong, Li, Jianzhong, Li, Xue, Zaïane, Osmar R.

Year:

2007

Language:

english

File:

PDF, 939 KB

english, 2007

20

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4093 || A Fast Algorithm for Maintenance of Association Rules in Incremental Databases

Li, Xue, Zaïane, Osmar R., Li, Zhanhuai

Year:

2006

Language:

english

File:

PDF, 233 KB

english, 2006

21

[ACM Press the 1st international workshop - Chicago, Illinois (2005.08.21-2005.08.21)] Proceedings of the 1st international workshop on open source data mining frequent pattern mining implementations - OSDM '05 - Implementing leap traversals of the itemset lattice

El-Hajj, Mohammad, Zaïane, Osmar R.

Year:

2005

Language:

english

File:

PDF, 417 KB

english, 2005

22

[ACM Press The Fourth International C* Conference - Montreal, Quebec, Canada (2011.05.16-2011.05.18)] Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering - C3S2E '11 - Fastest association rule mining algorithm predictor (FARM-AP)

HooshSadat, Metanat, Samuel, Hamman W., Patel, Sonal, Zaïane, Osmar R.

Year:

2011

Language:

english

File:

PDF, 819 KB

english, 2011

23

[ACM Press the 2013 IEEE/ACM International Conference - Niagara, Ontario, Canada (2013.08.25-2013.08.28)] Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining - ASONAM '13 - Incremental local community identification in dynamic social networks

Takaffoli, Mansoureh, Rabbany, Reihaneh, Zaïane, Osmar R.

Year:

2013

Language:

english

File:

PDF, 236 KB

english, 2013

24

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Time series contextual anomaly detection for detecting market manipulation in stock market

Golmohammadi, Koosha, Zaiane, Osmar R.

Year:

2015

Language:

english

File:

PDF, 8.23 MB

english, 2015

25

Data Mining and Learning Analytics (Applications in Educational Research) || DESIGN OF AN ADAPTIVE LEARNING SYSTEM AND EDUCATIONAL DATA MINING

ElAtia, Samira, Ipperciel, Donald, Zaïane, Osmar R.

Year:

2016

Language:

english

File:

PDF, 135 KB

english, 2016

26

Data Mining and Learning Analytics (Applications in Educational Research) || THE “GEOMETRY” OF NAÏVE BAYES

ElAtia, Samira, Ipperciel, Donald, Zaïane, Osmar R.

Year:

2016

Language:

english

File:

PDF, 713 KB

english, 2016

27

Data Mining and Learning Analytics (Applications in Educational Research) || ON BIG DATA AND TEXT MINING IN THE HUMANITIES

ElAtia, Samira, Ipperciel, Donald, Zaïane, Osmar R.

Year:

2016

Language:

english

File:

PDF, 83 KB

english, 2016

28

[Lecture Notes in Computer Science] WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles Volume 2703 || A Customizable Behavior Model for Temporal Prediction of Web User Sequences

Zaïane, Osmar R., Srivastava, Jaideep, Spiliopoulou, Myra, Masand, Brij

Year:

2003

Language:

english

File:

PDF, 223 KB

english, 2003

29

Data Mining and Learning Analytics (Applications in Educational Research) || UNDERSTANDING COMMUNICATION PATTERNS IN MOOCs

ElAtia, Samira, Ipperciel, Donald, Zaïane, Osmar R.

Year:

2016

Language:

english

File:

PDF, 93 KB

english, 2016

30

Data Mining and Learning Analytics (Applications in Educational Research) || MINING LEARNING SEQUENCES IN MOOCs

ElAtia, Samira, Ipperciel, Donald, Zaïane, Osmar R.

Year:

2016

Language:

english

File:

PDF, 607 KB

english, 2016

31

[Lecture Notes in Business Information Processing] Digital Economy. Emerging Technologies and Business Innovation Volume 290 || New Overlap Measure for the Validation of Non-disjoint Partitioning

Jallouli, Rim, Zaïane, Osmar R., Bach Tobji, Mohamed Anis, Srarfi Tabbane, Rym, Nijholt, Anton

Year:

2017

Language:

english

File:

PDF, 922 KB

english, 2017

32

A systematic review of data mining and machine learning for air pollution epidemiology

Bellinger, Colin, Mohomed Jabbar, Mohomed Shazan, Zaïane, Osmar, Osornio-Vargas, Alvaro

Journal:

BMC Public Health

Year:

2017

Language:

english

File:

PDF, 896 KB

english, 2017

33

Generalized fused group lasso regularized multi-task feature learning for predicting cognitive outcomes in Alzheimers disease

Cao, Peng, Liu, Xiaoli, Liu, Hezi, Yang, Jinzhu, Zhao, Dazhe, Huang, Min, Zaiane, Osmar

Journal:

Computer Methods and Programs in Biomedicine

Year:

2018

Language:

english

File:

PDF, 3.83 MB

english, 2018

34

[Lecture Notes in Computer Science] Mining Multimedia and Complex Data Volume 2797 (KDD Workshop MDM/KDD 2002. PAKDD Workshop KDMCD 2002. Revised Papers) || Multimedia Mining of Collaborative Virtual Workspaces: An Integrative Framework for Extracting and Integrating Collaborative Process Knowledge

Zaïane, Osmar R., Simoff, Simeon J., Djeraba, Chabane

Year:

2003

Language:

english

File:

PDF, 345 KB

english, 2003

35

U2-Net: Going deeper with nested U-structure for salient object detection

Qin, Xuebin, Zhang, Zichen, Huang, Chenyang, Dehghan, Masood, Zaiane, Osmar R., Jagersand, Martin

Journal:

Pattern Recognition

Year:

2020

File:

PDF, 3.48 MB

2020

36

Graduate Attributes Assessment program

ElAtia, Samira, Ipperciel, Donald, Zaiane, Osmar, Bakhshinategh, Behdad, Thibaudeau, Patrick

Journal:

International Journal of Information and Learning Technology

Year:

2020

File:

PDF, 2.86 MB

2020

37

A privacy-preserving clustering approach toward secure and effective data analysis for business collaboration

Stanley R.M. Oliveira, Osmar R. Zaïane

Journal:

Computers & Security

Year:

2007

Language:

english

File:

PDF, 338 KB

english, 2007

38

Clustering high dimensional data: A graph-based relaxed optimization approach

Chi-Hoon Lee, Osmar R. Zaïane, Ho-Hyun Park, Jiayuan Huang, Russell Greiner

Journal:

Information Sciences

Year:

2008

Language:

english

File:

PDF, 704 KB

english, 2008

39

Resolution-based outlier factor: detecting the top-nmost outlying data points in engineering data

Hongqin Fan, Osmar R. Zaïane, Andrew Foss, Junfeng Wu

Journal:

Knowledge and Information Systems

Year:

2009

Language:

english

File:

PDF, 711 KB

english, 2009

40

Class separation through variance: a new application of outlier detection

Andrew Foss, Osmar R. Zaïane

Journal:

Knowledge and Information Systems

Year:

2011

Language:

english

File:

PDF, 1.20 MB

english, 2011

41

Guest Editor's Introduction—Special Issue on Multimedia Data Mining

Osmar R. Zaïane

Journal:

Journal of Intelligent Information Systems

Year:

2002

Language:

english

File:

PDF, 28 KB

english, 2002

42

Guest editorial: special issue on a decade of mining the Web

Myra Spiliopoulou, Bamshad Mobasher, Olfa Nasraoui, Osmar Zaiane

Journal:

Data Mining and Knowledge Discovery

Year:

2012

Language:

english

File:

PDF, 118 KB

english, 2012

43

Community Evolution Mining in Dynamic Social Networks

Mansoureh Takaffoli, Farzad Sangi, Justin Fagnan, Osmar R. Zäıane

Journal:

Procedia - Social and Behavioral Sciences

Year:

2011

Language:

english

File:

PDF, 281 KB

english, 2011

44

[ACM Press the 9th WebKDD and 1st SNA-KDD 2007 workshop - San Jose, California (2007.08.12-2007.08.12)] Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis - WebKDD/SNA-KDD '07 - DBconnect

Zaiane, Osmar R., Chen, Jiyang, Goebel, Randy

Year:

2007

Language:

english

File:

PDF, 596 KB

english, 2007

45

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4093 || Combining Multiple Clusterings Via k-Modes Algorithm

Li, Xue, Zaïane, Osmar R., Li, Zhanhuai

Year:

2006

Language:

english

File:

PDF, 213 KB

english, 2006

46

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4093 || Cardiovascular Disease Diagnosis Method by Emerging Patterns

Li, Xue, Zaïane, Osmar R., Li, Zhanhuai

Year:

2006

Language:

english

File:

PDF, 202 KB

english, 2006

47

[IEEE 2012 European Intelligence and Security Informatics Conference (EISIC) - Odense, Denmark (2012.08.22-2012.08.24)] 2012 European Intelligence and Security Informatics Conference - Data Mining Applications for Fraud Detection in Securities Market

Golmohammadi, Koosha, Zaiane, Osmar R.

Year:

2012

Language:

english

File:

PDF, 191 KB

english, 2012

48

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 4632 || A GA-Based Feature Subset Selection and Parameter Optimization of Support Vector Machine for Content – Based Image Retrieval

Alhajj, Reda, Gao, Hong, Li, Jianzhong, Li, Xue, Zaïane, Osmar R.

Year:

2007

Language:

english

File:

PDF, 199 KB

english, 2007

49

[Lecture Notes in Computer Science] Mining Multimedia and Complex Data Volume 2797 || Multimedia Data Mining Framework for Raw Video Sequences

Zaïane, Osmar R., Simoff, Simeon J., Djeraba, Chabane

Year:

2003

Language:

english

File:

PDF, 801 KB

english, 2003

50

[IEEE 2009 International Conference on Advances in Social Network Analysis and Mining (ASONAM) - Athens, Greece (2009.07.20-2009.07.22)] 2009 International Conference on Advances in Social Network Analysis and Mining - Local Community Identification in Social Networks

Chen, Jiyang, Zaïane, Osmar, Goebel, Randy

Year:

2009

Language:

english

File:

PDF, 374 KB

english, 2009

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