Contributors: Friedel, Reena Ursula., College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Data mining--Technological innovations, Mobile computing, User-centered system design, Application software--Development

File Description: viii, 45 p. : ill. (some col.); electronic

Availability: http://purl.flvc.org/FAU/3342051
https://fau.digital.flvc.org/islandora/object/fau%3A3854/datastream/TN/view/Asset%20identification%20using%20image%20descriptors.jpg

Authors: Awada, Wael, Khoshgoftaar, Taghi M., Dittman, David, Wald, Randall, Napolitano, Amri E.

Contributors: Graduate College

Subject Terms: Bioinformatics, DNA microarrays, Data mining

Availability: http://purl.flvc.org/fcla/dt/3361293
https://fau.digital.flvc.org/islandora/object/fau%3A2193/datastream/TN/view/A%20review%20of%20the%20stability%20of%20feature%20selection%20techniques%20for%20bioinformatics%20data.jpg

Contributors: Arredondo, Tomas Vidal., Florida Atlantic University (Degree grantor), Neelakanta, Perambur S. (Thesis advisor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Data mining, Bioinformatics, Discriminant analysis, Information theory in biology

File Description: 395 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FADT12057
https://fau.digital.flvc.org/islandora/object/fau%3A8970/datastream/TN/view/Studies%20on%20information-theoretics%20based%20data-sequence%20pattern-discriminant%20algorithms%3A%20Applications%20in%20bioinformatic%20data%20mining.jpg

Contributors: Nath, Shyam Varan., Florida Atlantic University (Degree grantor), Khoshgoftaar, Taghi M. (Thesis advisor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Wireless communication systems, Data warehousing, Data mining, Telecommunication--Security measures, Computer networks--Security measures, Computer security

File Description: 90 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/13246
https://fau.digital.flvc.org/islandora/object/fau%3A10101/datastream/TN/view/Intrusion%20detection%20in%20wireless%20networks%3A%20A%20data%20mining%20approach.jpg

Contributors: Wang, Yunling., Florida Atlantic University (Degree grantor), Khoshgoftaar, Taghi M. (Thesis advisor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Computer networks--Security measures, Data mining, Decision trees

File Description: 118 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/13102
https://fau.digital.flvc.org/islandora/object/fau%3A9966/datastream/TN/view/comparative%20study%20of%20classification%20algorithms%20for%20network%20intrusion%20detection.jpg

Contributors: Lo, Christopher Hoi-Yin, Huang, Shihong (Thesis advisor), Florida Atlantic University (Degree grantor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Software mesurement, Software engineering--Quality control, Data mining--Quality control

File Description: 124 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00012535
https://fau.digital.flvc.org/islandora/object/fau%3A39990/datastream/TN/view/Visualization%20of%20Impact%20Analysis%20on%20Configuration%20Management%20Data%20for%20Software%20Process%20Improvement.jpg

Contributors: Abushadi, Mohamed E., Florida Atlantic University (Degree grantor), Khoshgoftaar, Taghi M. (Thesis advisor)

Subject Terms: Computer networks--Security measures--Automation, Computers--Access control, Data mining, Computer security

File Description: 159 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/13054
https://fau.digital.flvc.org/islandora/object/fau%3A9919/datastream/TN/view/Resource-sensitive%20intrusion%20detection%20models%20for%20network%20traffic.jpg

Contributors: Drown, Dennis J., Khoshgoftaar, Taghi M. (Thesis advisor), Florida Atlantic University (Degree grantor)

Subject Terms: Combinatorial group theory, Data mining, Machine learning, Data structure (Computer science)

File Description: 172 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00012515
https://fau.digital.flvc.org/islandora/object/fau%3A39950/datastream/TN/view/Evolutionary%20Methods%20for%20Mining%20Data%20with%20Class%20Imbalance.jpg

Contributors: Ibrahim, Nawal H., Florida Atlantic University (Degree grantor), Khoshgoftaar, Taghi M. (Thesis advisor)

Subject Terms: Computer networks--Security measures, Computer security, Software measurement, Data mining

File Description: 203 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/13128
https://fau.digital.flvc.org/islandora/object/fau%3A9991/datastream/TN/view/Evaluating%20indirect%20and%20direct%20classification%20techniques%20for%20network%20intrusion%20detection.jpg

Contributors: Pandya, Shivani., Florida Atlantic University (Degree grantor), Neelakanta, Perambur S. (Thesis advisor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Bioinformatics, Data mining, Nucleotide sequence--Databases, Computer algorithms

File Description: 121 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/13089
https://fau.digital.flvc.org/islandora/object/fau%3A9953/datastream/TN/view/Binary%20representation%20of%20DNA%20sequences%20towards%20developing%20useful%20algorithms%20in%20bioinformatic%20data-mining.jpg

Contributors: Nath, Shyam Varan., Florida Atlantic University (Degree grantor), Behara, Ravi (Thesis advisor)

Subject Terms: Data warehousing, Data mining, Telecommunication--Customer services

File Description: 77 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/12992
https://fau.digital.flvc.org/islandora/object/fau%3A9859/datastream/TN/view/Data%20warehousing%20and%20mining%3A%20Customer%20churn%20analysis%20in%20the%20wireless%20industry.jpg

Contributors: Van Hulse, Jason, Khoshgoftaar, Taghi M. (Thesis advisor), Florida Atlantic University (Degree Grantor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Data mining--Quality control, Machine learning, Electronic data processing--Quality control

File Description: 226 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00000858
https://fau.digital.flvc.org/islandora/object/fau%3A38901/datastream/TN/view/Data%20Quality%20in%20Data%20Mining%20and%20Machine%20Learning.jpg

Contributors: Dong, Yuhong., Florida Atlantic University (Degree grantor), Hsu, Sam (Thesis advisor), Rajput, Saeed (Thesis advisor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Data mining, Parallel processing (Electronic computers), Computer algorithms, Computer security, Pattern recognition systems

File Description: 131 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/12220
https://fau.digital.flvc.org/islandora/object/fau%3A9127/datastream/TN/view/Application%20level%20intrusion%20detection%20using%20a%20sequence%20learning%20algorithm.jpg

Contributors: Golawala, Moiz M., Khoshgoftaar, Taghi M. (Thesis advisor), Florida Atlantic University (Degree grantor)

Subject Terms: Data mining--Case studies, Machine learning--Case studies, Data structure (Computer science), Trees (Graph theory)--Case studies

File Description: 83 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00012520
https://fau.digital.flvc.org/islandora/object/fau%3A39969/datastream/TN/view/An%20Empirical%20Study%20of%20Random%20Forests%20for%20Mining%20Imbalanced%20Data.jpg

Contributors: Napolitano, Amri E., Florida Atlantic University (Degree grantor), Khoshgoftaar, Taghi M. (Thesis advisor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Combinatorial group theory, Data mining, Decision trees, Machine learning

File Description: 100 p.; application/pdf

Availability: http://purl.flvc.org/fcla/dt/13413
https://fau.digital.flvc.org/islandora/object/fau%3A10263/datastream/TN/view/Alleviating%20class%20imbalance%20using%20data%20sampling%3A%20Examining%20the%20effects%20on%20classification%20algorithms.jpg

Contributors: Duhaney, Janell A., College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Marine turbines--Mathematical models, Fluid dynamics, Data mining, Machine learning, Multisensor data fusion

File Description: xv, 187 p. : ill. (some col.); electronic

Availability: http://purl.flvc.org/FAU/3358556
https://fau.digital.flvc.org/islandora/object/fau%3A4025/datastream/TN/view/Mining%20and%20fusing%20data%20for%20ocean%20turbine%20condition%20monitoring.jpg

Contributors: Kong, Xue (author), Zhu, Xingquan (Thesis advisor), Florida Atlantic University (Degree grantor), College of Computer Science and Engineering, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Data mining, Information visualization, Molecular dynamics -- Computer simulation, Molecules -- Mathematical models, Pattern perception

File Description: 88 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00004212
https://fau.digital.flvc.org/islandora/object/fau%3A13682/datastream/TN/view/Pattern%20mining%20and%20visualization%20for%20molecular%20dynamics%20simulation.jpg

Contributors: Chiou, James (author), Zhu, Xingquan (Thesis advisor), Florida Atlantic University (Degree grantor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Data mining, Forecasting -- Mathematical models, Social sciences -- Statistical methods, Ubiquitous computing

File Description: 115 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00004274
https://fau.digital.flvc.org/islandora/object/fau%3A30763/datastream/TN/view/Sensitivity%20analysis%20of%20predictive%20data%20analytic%20models%20to%20attributes.jpg

Contributors: Terrell, David J (author), Shankar, Ravi (Thesis advisor), Florida Atlantic University (Degree grantor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Data mining, Education -- Demographic aspects -- United States -- Statistics, Minorities -- United States -- Social conditions, Minorities -- United States -- Statistics, Race -- United States -- Statistics, Semantic Web, United States -- Ethnic relations -- Statistics, United States -- Race relations -- Statistics

File Description: 98 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00004550
https://fau.digital.flvc.org/islandora/object/fau%3A32134/datastream/TN/view/Racial%20Inequalities%20in%20America%3A%20Examining%20Socieoeconomic%20Statistics%20Using%20the%20Semantic%20Web.jpg

Contributors: Liu, Hui (author), Zhu, Xingquan (Thesis advisor), Florida Atlantic University (Degree grantor), College of Engineering and Computer Science, Department of Computer and Electrical Engineering and Computer Science

Subject Terms: Internet marketing--Technological innovations, Internet advertising--Technological innovations, Data mining, Web usage mining, Business--Data processing

File Description: 71 p.; application/pdf

Availability: http://purl.flvc.org/fau/fd/FA00004940
https://fau.digital.flvc.org/islandora/object/fau%3A38032/datastream/TN/view/Real-Time%20Data%20Analytics%20and%20Optimization%20for%20Computational%20Advertising.jpg