Alexander G. Hauptmann - Publications, H-index & Citations

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Alexander G. Hauptmann

Carnegie Mellon University

56H-index

329Paper Count

1.1WCitation Count

Published Papers 18

Publication Date

Learning Distilled Graph for Large-Scale Social Network Data Clustering

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2020-07-01

PREAI

Liu, Wenhe; Gong, Dong; Tan, Mingkui; Shi, Javen Qinfeng; Yang, Yi; Hauptmann, Alexander G.

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Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2020-01-27

PREAI

Liu, Wenhe; Chang, Xiaojun; Chen, Ling; Dinh Phung; Zhang, Xiaoqin; Yang, Yi; Hauptmann, Alexander G.

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Few-Shot Text and Image Classification via Analogical Transfer Learning

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2018-10-29

PREAI

Liu, Wenhe; Chang, Xiaojun; Yan, Yan; Yang, Yi; Hauptmann, Alexander G.

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Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2017-08-01

187

OAAI

Chang, Xiaojun; Ma, Zhigang; Lin, Ming; Yang, Yi; Hauptmann, Alexander G.

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Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2014-11-13

346

PREAI

Yang, Yi; Ma, Zhigang; Nie, Feiping; Chang, Xiaojun; Hauptmann, Alexander G.

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cross-domain video concept detection: A joint discriminative and generative active learning approach (vol 39, pg 12220, 2012)

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2013-11-01

PREAI

Li, Huan; Shi, Yuan; Liu, Yang; Hauptmann, Alexander G.; Xiong, Zhang

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Multimedia Event Detection Using A Classifier-Specific Intermediate Representation

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2013-11-01

PREAI

Ma, Zhigang; Yang, Yi; Sebe, Nicu; Zheng, Kai; Hauptmann, Alexander G.

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Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2013-04-01

189

PREAI

Yang, Yi; Ma, Zhigang; Hauptmann, Alexander G.; Sebe, Nicu

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Discriminating Joint Feature Analysis for Multimedia Data Understanding

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2012-12-01

142

PREAI

Ma, Zhigang; Nie, Feiping; Yang, Yi; Uijlings, Jasper R. R.; Sebe, Nicu; Hauptmann, Alexander G.

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Web-Scale Multimedia Processing and Applications

PROCEEDINGS OF THE IEEE

IF25.9

2012-09-01

PREAI

Chang, Edward; Chang, Shih-Fu; Hauptmann, Alexander G.; Huang, Thomas S.; Slaney, Malcolm

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A Framework for Classifier Adaptation for Large-Scale Multimedia Data

PROCEEDINGS OF THE IEEE

IF25.9

2012-09-01

PREAI

Yang, Jun; Tong, Wei; Hauptmann, Alexander G.

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Enhanced and hierarchical structure algorithm for data imbalance problem in semantic extraction under massive video dataset

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2012-04-14

PREAI

Gao, Zan; Zhang, Long-fei; Chen, Ming-yu; Hauptmann, Alexander; Zhang, Hua; Cai, An-Ni

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Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2010-01-01

171

OAAI

Jiang, Yu-Gang; Yang, Jun; Ngo, Chong-Wah; Hauptmann, Alexander G.

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Video retrieval based on semantic concepts

PROCEEDINGS OF THE IEEE

IF25.9

2008-04-01

PREAI

Hauptmann, Alexander G.; Christel, Michael G.; Yan, Rong

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Multimodal news story clustering with pairwise visual near-duplicate constraint

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2008-02-01

OAAI

Wu, Xiao; Ngo, Chong-Wah; Hauptmann, Alexander G.

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Can high-level concepts fill the semantic gap in video retrieval? A case study with broadcast news

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2007-08-01

124

PREAI

Hauptmann, Alexander; Yan, Rong; Lin, Wei-Hao; Christel, Michael; Wactlar, Howard

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Learning rich semantics from news video archives by style analysis

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

IF6

2006-05-01

PREAI

Snoek, Cees G. M.; Worring, Marcel; Hauptmann, Alexander G.

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Complementary video and audio analysis for broadcast news archives

COMMUNICATIONS OF THE ACM

IF12.2

2000-02-01

OAAI

Wactlar, HD; Hauptmann, AG; Christel, MG; Houghton, RA; Olligschlaeger, AM

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Research Directions