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5. A Large-Scale, Hybrid Approach for Recommending Pages Based on Previous User Click Pattern and Content

Author

Sharif, Mohammad Amir, Raghavan, Vijay V., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Kobsa, Alfred, editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Tanaka, Yuzuru, editor, Wahlster, Wolfgang, editor, Siekmann, Jörg, editor, Andreasen, Troels, editor, Christiansen, Henning, editor, Cubero, Juan-Carlos, editor, and Raś, Zbigniew W., editor

Published
2014
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8. Representations for Large-Scale Sequence Data Mining: A Tale of Two Vector Space Models

Author

Raghavan, Vijay V., Benton, Ryan G., Johnsten, Tom, Xie, Ying, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Ciucci, Davide, editor, Inuiguchi, Masahiro, editor, Yao, Yiyu, editor, Ślęzak, Dominik, editor, and Wang, Guoyin, editor

Published
2013
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9. Diagnosis and Grading of Alzheimer’s Disease via Automatic Classification of FDG-PET Scans

Author

Benton, Ryan G., Choubey, Suresh, Clark, David G., Johnsten, Tom, Raghavan, Vijay V., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Imamura, Kazayuki, editor, Usui, Shiro, editor, Shirao, Tomoaki, editor, Kasamatsu, Takuji, editor, Schwabe, Lars, editor, and Zhong, Ning, editor

Published
2013
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10. Composite Kernels for Automatic Relevance Determination in Computerized Diagnosis of Alzheimer’s Disease

Author

Ayhan, Murat Seckin, Benton, Ryan G., Raghavan, Vijay V., Choubey, Suresh, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Imamura, Kazayuki, editor, Usui, Shiro, editor, Shirao, Tomoaki, editor, Kasamatsu, Takuji, editor, Schwabe, Lars, editor, and Zhong, Ning, editor

Published
2013
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12. Min-Max Itemset Trees for Dense and Categorical Datasets

Author

Lavergne, Jennifer, Benton, Ryan, Raghavan, Vijay V., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Chen, Li, editor, Felfernig, Alexander, editor, Liu, Jiming, editor, and Raś, Zbigniew W., editor

Published
2012
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13. TRARM-RelSup: Targeted Rare Association Rule Mining Using Itemset Trees and the Relative Support Measure

Author

Lavergne, Jennifer, Benton, Ryan, Raghavan, Vijay V., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Chen, Li, editor, Felfernig, Alexander, editor, Liu, Jiming, editor, and Raś, Zbigniew W., editor

Published
2012
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14. Granular Approach for Protein Sequence Analysis

Author

Xie, Ying, Fisher, Jonathan, Raghavan, Vijay V., Johnsten, Tom, Akkoc, Can, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Yao, JingTao, editor, Yang, Yan, editor, Słowiński, Roman, editor, Greco, Salvatore, editor, Li, Huaxiong, editor, Mitra, Sushmita, editor, and Polkowski, Lech, editor

Published
2012
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16. Automatically Extracting Web Data Records

Author

Mundluru, Dheerendranath, Raghavan, Vijay V., Wu, Zonghuan, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, An, Aijun, editor, Lingras, Pawan, editor, Petty, Sheila, editor, and Huang, Runhe, editor

Published
2010
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19. Score Distribution Approach to Automatic Kernel Selection for Image Retrieval Systems

Author

Doloc-Mihu, Anca, Raghavan, Vijay V., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Esposito, Floriana, editor, Raś, Zbigniew W., editor, Malerba, Donato, editor, and Semeraro, Giovanni, editor

Published
2006
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20. Using Score Distribution Models to Select the Kernel Type for a Web-Based Adaptive Image Retrieval System (AIRS)

Author

Doloc-Mihu, Anca, Raghavan, Vijay V., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Sundaram, Hari, editor, Naphade, Milind, editor, Smith, John R., editor, and Rui, Yong, editor

Published
2006
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21. Discovering Maximal Potentially Useful Association Rules Based on Probability Logic

Author

Deogun, Jitender, Jiang, Liying, Raghavan, Vijay V., Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Tsumoto, Shusaku, editor, Słowiński, Roman, editor, Komorowski, Jan, editor, and Grzymała-Busse, Jerzy W., editor

Published
2004
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22. GAMInG – A Framework for Generalization of Association Mining via Information Granulation

Author

Xie, Ying, Raghavan, Vijay V., Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Tsumoto, Shusaku, editor, Słowiński, Roman, editor, Komorowski, Jan, editor, and Grzymała-Busse, Jerzy W., editor

Published
2004
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23. Use of Preference Relation for Text Categorization

Author

Sever, Hayri, Bolat, Zafer, Raghavan, Vijay V., Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Dough, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Tsumoto, Shusaku, editor, Słowiński, Roman, editor, Komorowski, Jan, editor, and Grzymała-Busse, Jerzy W., editor

Published
2004
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28. Concept based retrieval by minimal term sets

Author

Alsaffar, Ali H., Deogun, Jitender S., Raghavan, Vijay V., Sever, Hayri, Carbonell, Jaime G., editor, Siekmann, Jörg, editor, Goos, G., editor, Hartmanis, J., editor, van Leeuwen, J., editor, Raś, Zbigniew W., editor, and Skowron, Andrzej, editor

Published
1999
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30. Preface

Author

Gudivada, Venkat N., primary, Raghavan, Vijay V., additional, Govindaraju, Venu, additional, and Rao, C.R., additional

Published
2016
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33. Influence of Leadership Style on Information Systems Project Outcomes

Author

Raghavan, Vijay V. and Chinta, Ravi

Abstract

ABSTRACTRecent studies on information systems development have focused more on project management methods such as Agile and Kanban. These styles are often implemented at an organizational level. We study project leadership styles at an individual level to see whether different leadership styles can be employed with different types of employees and genders to improve project performance. We found that the participative style positively impacted the psychological outcome. In turn, the psychological outcome positively affected the internal efficiencies of the project. The results also showed that the participative leadership style showed a higher level of psychological satisfaction for females. The directive leadership style had an adverse effect on in-house employees but a positive effect on outsourced employees. These differences highlight how project managers should manage these groups differently to achieve desired project outcomes

Published
2023
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34. A Unified Approach to Data Modeling and Retrieval for a Class of Image Database Applications

Author

Gudivada, Venkat N., Raghavan, Vijay V., Vanapipat, Kanonluk, Amarel, S., editor, Biermann, A., editor, Bolc, L., editor, Hayes, P., editor, Joshi, A., editor, Lenat, D., editor, Loveland, D. W., editor, Mackworth, A., editor, Nau, D., editor, Reiter, R., editor, Sandewall, E., editor, Shafer, S., editor, Shoham, Y., editor, Siekmann, J., editor, Wahlster, W., editor, Subrahmanian, V. S., editor, and Jajodia, Sushil, editor

Published
1996
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36. On the Necessity of Term Dependence in a Query Space for Weighted Retrieval.

Author

Bollmann-Sdorra, Peter and Raghavan, Vijay V.

Abstract

Discussion of the vector space model and properties of document and query spaces focuses on the proof that requiring term independence to hold in the query space is inconsistent with the goal of achieving better performance by means of weighted retrieval. Proofs are provided. (Author/LRW)

Published
1998

37. Feature Selection and Effective Classifiers.

Author

Deogun, Jitender S., Choubey, Suresh K., Raghavan, Vijay V., and Sever, Hayri

Abstract

Develops and analyzes four algorithms for feature selection in the context of rough set methodology. Experimental results confirm the expected relationship between the time complexity of these algorithms and the classification accuracy of the resulting upper classifiers. When compared, results of upper classifiers perform better than lower classifiers for a duodenal ulcer data set. (AEF)

Published
1998

38. Modeling and Retrieving Images by Content.

Author

Gudivada, Venkat N. and Raghavan, Vijay V.

Abstract

Discusses content-based image retrieval systems that effectively utilize information from image databases, and provides a taxonomy for approaches to image retrieval. Highlights include image retrieval architecture that supports query operators; conceptual issues; and two application prototypes. (100 references) (Author/LRW)

Published
1997

40. Preface

Author

Govindaraju, Venu, primary, Raghavan, Vijay V., additional, and Rao, C.R., additional

Published
2015
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47. Itemset trees for targeted association querying

Author

Kubat, Miroslav, Hafez, Alaaeldin, Raghavan, Vijay V., Lekkala, Jayakrishna R., and Chen, Wei Kian

Subjects
Data mining -- Research, Data warehousing/data mining, Business, Computers, Electronics, Electronics and electrical industries
Abstract

Association mining techniques search for groups of frequently co-occurring items in a market-basket type of data and turn these groups into business-oriented rules. Previous research has focused predominantly on how to obtain exhaustive lists of such associations. However, users often prefer a quick response to targeted queries. For instance, they may want to learn about the buying habits of customers that frequently purchase cereals and fruits. To expedite the processing of such queries, we propose an approach that converts the market-basket database into an itemset tree. Experiments indicate that the targeted queries are answered in a time that is roughly linear in the number of market baskets, N. Also, the construction of the itemset tree has O(N) space and time requirements. Some useful theoretical properties are proven. Index Terms--Data mining, association mining, market baskets.

Published
2003

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