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Bi-Ru Dai

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2020 – today

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2024
[c31]
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  - conf/pakdd/WuD24
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Yu-Xiang Wu, Bi-Ru Dai:
STL-ConvTransformer: Series Decomposition and Convolution-Infused Transformer Architecture in Multivariate Time Series Anomaly Detection. PAKDD (1) 2024: 41-52
2023
[c30]
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Chia-Chun Ho, Bi-Ru Dai:
Leveraging Supplementary Information for Multi-Modal Fake News Detection. ICT-DM 2023: 1-5
2022
[c29]
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  - conf/mdm/FangHD22
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Chun-Cheng Fang, Chia-Chun Ho, Bi-Ru Dai:
A Greedy Algorithm for Budgeted Multiple-Product Profit Maximization in Social Network. MDM 2022: 440-445
2021
[c28]
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  - conf/globecom/ChouD21
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Cheng-Han Chou, Bi-Ru Dai:
Semantic Analysis and Preference Capturing on Attentive Networks for Rating Prediction. GLOBECOM 2021: 1-6
2020
[c27]
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Shanlei Ko, Bi-Ru Dai:
Multi-Laplacian GAN with Edge Enhancement for Face Super Resolution. ICPR 2020: 3505-3512
[c26]
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Chieh-Ming Liaw, Bi-Ru Dai:
Live Stream Highlight Detection Using Chat Messages. MDM 2020: 328-332

2010 – 2019

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2019
[c25]
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Kuei-Sheng Lin, Bi-Ru Dai:
BIOG: An Effective and Efficient Algorithm for Influence Blocking Maximization in Social Networks. DMBD 2019: 328-337
2018
[c24]
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  - conf/globecom/ZengD18
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Ye-Yan Zeng, Bi-Ru Dai:
A Multi-Label Threshold Learning Framework for Propagation Algorithms on a Non-Feature Network. GLOBECOM 2018: 1-6
[c23]
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  - conf/incdm/TangD18
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Yi Tang, Bi-Ru Dai:
A Partial Demand Fulfilling Capacity Constrained Clustering Algorithm to Static Bike Rebalancing Problem. ICDM 2018: 240-253
2017
[j7]
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  - journals/ejivp/HuaDSHS17
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Kai-Lung Hua, Bi-Ru Dai, Kathiravan Srinivasan, You-Hsiang Hsu, Vishal Sharma:
A hybrid NSCT domain image watermarking scheme. EURASIP J. Image Video Process. 2017: 10 (2017)
[c22]
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Qiao Yu, Bi-Ru Dai:
Accelerating K-Means by Grouping Points Automatically. DaWaK 2017: 199-213
[c21]
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Zhun-Zheng Lin, Bi-Ru Dai:
Reweighting Forest for Extreme Multi-label Classification. DaWaK 2017: 286-299
2016
[c20]
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Mu-Yao Fang, Bi-Ru Dai:
Power of Bosom Friends, POI Recommendation by Learning Preference of Close Friends and Similar Users. DaWaK 2016: 179-192
[c19]
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Sin-Kai Wang, Bi-Ru Dai:
A G-Means Update Ensemble Learning Approach for the Imbalanced Data Stream with Concept Drifts. DaWaK 2016: 255-266
[c18]
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Chih-Heng Chung, Bi-Ru Dai:
A Framework of the Semi-supervised Multi-label Classification with Non-uniformly Distributed Incomplete Labels. DaWaK 2016: 267-280
2015
[c17]
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Bing-Hao Huang, Bi-Ru Dai:
A Weighted Distance Similarity Model to Improve the Accuracy of Collaborative Recommender System. MDM (2) 2015: 104-109
[c16]
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  - conf/mdm/HsiaoCD15
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Bo-Yu Hsiao, Chih-Heng Chung, Bi-Ru Dai:
A Model of Relevant Common Author and Citation Authority Propagation for Citation Recommendation. MDM (2) 2015: 117-119
2014
[j6]
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  - journals/kais/ChungD14
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Chih-Heng Chung, Bi-Ru Dai:
A fragment-based iterative consensus clustering algorithm with a robust similarity. Knowl. Inf. Syst. 41(3): 591-609 (2014)
[c15]
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  - conf/pakdd/LungCD14
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Huei-Yu Lung, Chih-Heng Chung, Bi-Ru Dai:
Predicting Locations of Mobile Users Based on Behavior Semantic Mining. PAKDD Workshops 2014: 168-180
[c14]
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  - conf/taai/TsengCD14
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Chung-Kai Tseng, Chih-Heng Chung, Bi-Ru Dai:
Classifying the TRIZ Contradiction Problem of the Patents Based on Engineering Parameters. TAAI 2014: 344-353
2013
[c13]
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  - conf/mdm/LiangD13
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Po-Wei Liang, Bi-Ru Dai:
Opinion Mining on Social Media Data. MDM (2) 2013: 91-96
2012
[c12]
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  - conf/IEEEcloud/DaiL12
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Bi-Ru Dai, I-Chang Lin:
Efficient Map/Reduce-Based DBSCAN Algorithm with Optimized Data Partition. IEEE CLOUD 2012: 59-66
[c11]
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  - conf/dis/DaiC12
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Bi-Ru Dai, Chih-Heng Chung:
LF-CARS: A Loose Fragment-Based Consensus Clustering Algorithm with a Robust Similarity. Discovery Science 2012: 154-168
2011
[j5]
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  - journals/eswa/HuangCD11
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Yong-Huai Huang, Kuo-Liang Chung, Bi-Ru Dai:
Improved inverse halftoning using vector and texture-lookup table-based learning approach. Expert Syst. Appl. 38(12): 15573-15581 (2011)
[c10]
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  - conf/asunam/DaiLC11
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Bi-Ru Dai, Chang-Yi Lee, Chih-Heng Chung:
A Framework of Recommendation System Based on Both Network Structure and Messages. ASONAM 2011: 709-714
[c9]
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  - conf/icdm/DaiL11
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Bi-Ru Dai, Meng-Yan Lin:
Efficiently Mining Dynamic Zonal Co-location Patterns Based on Maximal Co-locations. ICDM Workshops 2011: 861-868
[c8]
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Bi-Ru Dai, Shu-Ming Hsu:
An Instance Selection Algorithm Based on Reverse Nearest Neighbor. PAKDD (1) 2011: 1-12

2000 – 2009

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2009
[c7]
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  - conf/ieaaie/DaiL09
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Bi-Ru Dai, Pai-Yu Lin:
iTM: An Efficient Algorithm for Frequent Pattern Mining in the Incremental Database without Rescanning. IEA/AIE 2009: 757-766
[c6]
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  - conf/rcis/DaiL09
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Bi-Ru Dai, Yang-Tze Lin:
A Decision Tree Based Quasi-Identifier Perturbation Technique for Preserving Privacy in Data Mining. RCIS 2009: 187-196
2008
[c5]
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  - conf/dexa/KuoLD08
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Ya-Ping Kuo, Pai-Yu Lin, Bi-Ru Dai:
Hiding Frequent Patterns under Multiple Sensitive Thresholds. DEXA 2008: 5-18
2007
[j4]
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  - journals/tkdd/HuangDC07
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Jen-Wei Huang, Bi-Ru Dai, Ming-Syan Chen:
Twain: Two-end association miner with precise frequent exhibition periods. ACM Trans. Knowl. Discov. Data 1(2): 8 (2007)
[j3]
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  - journals/tkde/YehDC07
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Mi-Yen Yeh, Bi-Ru Dai, Ming-Syan Chen:
Clustering over Multiple Evolving Streams by Events and Correlations. IEEE Trans. Knowl. Data Eng. 19(10): 1349-1362 (2007)
[j2]
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  - journals/vldb/DaiLC07
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Bi-Ru Dai, Cheng-Ru Lin, Ming-Syan Chen:
Constrained data clustering by depth control and progressive constraint relaxation. VLDB J. 16(2): 201-217 (2007)
[c4]
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  - conf/pakdd/TaiDC07
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Chih-Hua Tai, Bi-Ru Dai, Ming-Syan Chen:
Incremental Clustering in Geography and Optimization Spaces. PAKDD 2007: 272-283
2006
[j1]
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  - journals/tkde/DaiHYC06
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Bi-Ru Dai, Jen-Wei Huang, Mi-Yen Yeh, Ming-Syan Chen:
Adaptive Clustering for Multiple Evolving Streams. IEEE Trans. Knowl. Data Eng. 18(9): 1166-1180 (2006)
[c3]
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  - conf/pakdd/YehDC06
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Mi-Yen Yeh, Bi-Ru Dai, Ming-Syan Chen:
COMET: Event-Driven Clustering over Multiple Evolving Streams. PAKDD 2006: 719-723
2004
[c2]
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  - conf/icdm/DaiHYC04
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Bi-Ru Dai, Jen-Wei Huang, Mi-Yen Yeh, Ming-Syan Chen:
Clustering on Demand for Multiple Data Streams. ICDM 2004: 367-370
2003
[c1]
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  - conf/sdm/DaiLC03
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Bi-Ru Dai, Cheng-Ru Lin, Ming-Syan Chen:
On the Techniques for Data Clustering with Numerical Constraints. SDM 2003: 264-268

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