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23rd PAKDD 2019: Macau, China
- Leong Hou U, Hady W. Lauw:
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14-17, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11607, Springer 2019, ISBN 978-3-030-26141-2
The 14th Pacific Asia Workshop on Intelligence and Security Informatics (PAISI 2019)
- Da Bao, Yuichi Goto
, Jingde Cheng:
A Supporting Tool for IT System Security Specification Evaluation Based on ISO/IEC 15408 and ISO/IEC 18045. 3-14 - Darshika N. Koggalahewa, Yue Xu:
An Investigation on Multi View Based User Behavior Towards Spam Detection in Social Networks. 15-27 - Yue Chen, Jian Shi:
A Cluster Ensemble Strategy for Asian Handicap Betting. 28-37 - Chun-Young Chang, Lin-Chien Chien, Yuh-Shyan Hwang:
Designing an Integrated Intelligence Center: New Taipei City Police Department as an Example. 38-44 - Koya Sato, Mizuki Oka, Kazuhiko Kato:
Early Churn User Classification in Social Networking Service Using Attention-Based Long Short-Term Memory. 45-56
PAKDD 2019 Workshop on Weakly Supervised Learning: Progress and Future (WeL 2019)
- William Wu:
Weakly Supervised Learning by a Confusion Matrix of Contexts. 59-64 - Sadaqat ur Rehman, Yongfeng Huang
Learning a Semantic Space for Modeling Images, Tags and Feelings in Cross-Media Search. 65-76 - Yan Zhou, Murat Kantarcioglu, Bowei Xi:
Adversarial Active Learning in the Presence of Weak and Malicious Oracles. 77-89 - Yunyun Wang, Dan Zhao, Yun Li, Kejia Chen, Hui Xue:
The Most Related Knowledge First: A Progressive Domain Adaptation Method. 90-102
Learning Data Representation for Clustering (LDRC 2019)
- Florent Forest
Deep Architectures for Joint Clustering and Visualization with Self-organizing Maps. 105-116 - Abdelkader Berrouachedi
Deep Cascade of Extra Trees. 117-129 - Andriantsiory Dina Faneva
Algorithms for an Efficient Tensor Biclustering. 130-138 - Allou Samé, Milad Leyli-Abadi:
Change Point Detection in Periodic Panel Data Using a Mixture-Model-Based Approach. 139-150
The 8th Workshop on Biologically-Inspired Techniques for Knowledge Discovery and Data Mining (BDM 2019)
- Tinglin Huang, Yulin He, De-Xin Dai, Wenting Wang, Joshua Zhexue Huang:
Neural Network-Based Deep Encoding for Mixed-Attribute Data Classification. 153-163 - Xianchao Zhang, Peixu Gao, Maohua Sun, Linlin Zong, Bo Xu:
Protein Complexes Detection Based on Deep Neural Network. 164-178 - Vinci Chow
Predicting Auction Price of Vehicle License Plate with Deep Residual Learning. 179-188 - Hafiz Suliman Munawar, Ji Zhang, Hongzhou Li, Deqing Mo, Liang Chang:
Mining Multispectral Aerial Images for Automatic Detection of Strategic Bridge Locations for Disaster Relief Missions. 189-200 - Wei Ji, Zhenbin Li, Yun Li:
Spike Sorting with Locally Weighted Co-association Matrix-Based Spectral Clustering. 201-213 - Hai Huang, Senlin Cheng, Zhong Hong, Liutong Xu:
Label Distribution Learning Based Age-Invariant Face Recognition. 214-222 - Hai Huang, Senlin Cheng, Liutong Xu:
Overall Loss for Deep Neural Networks. 223-231 - Changliang Li, Changsong Li, Pengyuan Liu:
Sentiment Analysis Based on LSTM Architecture with Emoticon Attention. 232-242 - Changliang Li, Hailiang Wang, Saike He:
Aspect Level Sentiment Analysis with Aspect Attention. 243-254
The 1st Pacific Asia Workshop on Deep Learning for Knowledge Transfer (DLKT 2019)
- Chaohui Yu, Jindong Wang
Transfer Channel Pruning for Compressing Deep Domain Adaptation Models. 257-273 - Kei Yonekawa
A Heterogeneous Domain Adversarial Neural Network for Trans-Domain Behavioral Targeting. 274-285 - Amit Sangroya, Pratik Saini, Mrinal Rawat, Gautam Shroff, C. Anantaram:
Natural Language Business Intelligence Question Answering Through SeqtoSeq Transfer Learning. 286-297 - Tao Zhou, Zhixin Li, Canlong Zhang:
Robust Faster R-CNN: Increasing Robustness to Occlusions and Multi-scale Objects. 298-310 - Ting Tuo, Huifang Ma, Haijiao Liu, Jiahui Wei:
Effectively Representing Short Text via the Improved Semantic Feature Space Mapping. 311-321 - Xiaolong Deng
Probabilistic Graphical Model Based Highly Scalable Directed Community Detection Algorithm. 322-340 - Qiong Wu, Xuan Ou, Jianjun Yu, Heliang Yuan:
Hilltop Based Recommendation in Co-author Networks. 341-351 - Xiaoyi Deng
Neural Variational Collaborative Filtering for Top-K Recommendation. 352-364
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