Results 1-250 of 250 (Search time: 0.005 seconds).

Issue DateTitleAuthor(s)SourcescopusWOSFulltext/Archive link
12021EMI for information engineering students: A case studyChen S; Lin S.-D.; SHOU-DE LIN Rethinking EMI: Multidisciplinary Perspectives from Chinese-Speaking Regions
22021Toward an Effective Black-Box Adversarial Attack on Functional JavaScript Malware against Commercial Anti-VirusTsai Y.-D; Chen C; Lin S.-D.; SHOU-DE LIN International Conference on Information and Knowledge Management, Proceedings0
32020Unseen filler generalization in attention-based natural language reasoning modelsChen C.-H; Fu Y.-F; Cheng H.-H; Lin S.-D.; SHOU-DE LIN Proceedings - 2020 IEEE 2nd International Conference on Cognitive Machine Intelligence, CogMI 20200
42020Variational-autoencoder-based environment for interactive sketch tutoring aiming for kidsWu S.-J; Lin P.-S; Huang P.-C; Lin S.-D.; SHOU-DE LIN ACM International Conference Proceeding Series0
52020How Incompletely Segmented Information Affects Multi-Object Tracking and Segmentation (MOTS)Chou Y.-S; Wang C.-Y; Lin S.-D; Liao H.-Y.M.; SHOU-DE LIN Proceedings - International Conference on Image Processing, ICIP0
62020Controlling sequence-to-sequence models - A demonstration on neural-based acrostic generatorShen, L.-H.; Tai, P.-L.; Wu, C.-C.; Lin, S.-D.; SHOU-DE LIN EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations
72020A joint optimization framework for better community detection based on link prediction in social networksZhang, S.-K.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN Knowledge and Information Systems0
82020Word relation autoencoder for unseen hypernym extraction using word embeddingsChen, H.-Y.; Lee, C.-S.; Liao, K.-T.; Lin, S.-D.; SHOU-DE LIN Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018
92019Towards a more reliable privacy-preserving recommender systemJiang, J.-Y.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN Information Sciences312
102019DeepRank: improving unsupervised node ranking via link discoveryLai, Y.-A.; Hsu, C.-C.; Chen, W.-H.; Yeh, M.-Y.; Lin, S.-D.; SHOU-DE LIN Data Mining and Knowledge Discovery23
112019Marine: Multi-relational network embeddings with relational proximity and node attributesFeng, M.-H.; Hsu, C.-C.; Li, C.-T.; Yeh, M.-Y.; Lin, S.-D.; SHOU-DE LIN The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 201920
122019Dynamic Gallery for Real-Time Multi-Target Multi-Camera Tracking.Chou, Yu-Sheng; Wang, Chien-Yao; Chen, Ming-Chiao; Lin, Shou-De; Liao, Hong-Yuan Mark; SHOU-DE LIN 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2019, Taipei, Taiwan, September 18-21, 201900
132019MARINE: Multi-relational Network Embeddings with Relational Proximity and Node Attributes.Feng, Ming-Han; Hsu, Chin-Chi; Li, Cheng-Te; Yeh, Mi-Yen; Lin, Shou-De; SHOU-DE LIN The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 201920
142019Characterizing and Predicting Repeat Food Consumption Behavior for Just-in-Time Interventions.Liu, Yue; Lee, Helena; Achananuparp, Palakorn; Lim, Ee-Peng; Cheng, Tzu-Ling; Lin, Shou-De; SHOU-DE LIN Proceedings of the 9th International Conference on Digital Public Health, PDH 2019, Marseille, France, November 20-23, 2019.00
152019Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training.Lai, Chih-Te; Hong, Yi-Te; Chen, Hong-You; Lu, Chi-Jen; Lin, Shou-De; SHOU-DE LIN Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 201900
162019Online Linear Optimization with Sparsity Constraints.Wang, Jun-Kun; Lu, Chi-Jen; Lin, Shou-De; SHOU-DE LIN Algorithmic Learning Theory, ALT 2019, 22-24 March 2019, Chicago, Illinois, USA.
172019Evaluating Image-Inspired Poetry Generation.Wu, Chao-Chung; Song, Ruihua; Sakai, Tetsuya; Cheng, Wen-Feng; Xie, Xing; Lin, Shou-De; SHOU-DE LIN Natural Language Processing and Chinese Computing - 8th CCF International Conference, NLPCC 2019, Dunhuang, China, October 9-14, 2019, Proceedings, Part I00
182019A-HA: A hybrid approach for hotel recommendationKung-Hsiang H; Tzong-Hann L; Yi-Fu F; Yao-Chun C; Shou-De L; Yi-Ting L; Yi-Hui L.; SHOU-DE LIN ACM International Conference Proceeding Series0
192019Self-discriminative learning for unsupervised document embeddingChen, H.-Y.; Hu, C.-H.; Wehbe, L.; Lin, S.-D.; SHOU-DE LIN NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
202019A regulation enforcement solution for multi-agent reinforcement learningSun, F.-Y.; Wu, Y.-H.; Chang, Y.-Y.; Lin, S.-D.; SHOU-DE LIN Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
212019Detection of Anomaly State Caused by Unexpected Accident using Data of Smart Card for Public TransportationYamaki, S.; Lin, S.-D.; Kameyama, W.; SHOU-DE LIN Proceedings - 2019 IEEE International Conference on Big Data, Big Data 20190
222019MetricGAN: Generative adversarial networks based black-box metric scores optimization for speech enhancementFu, S.-W.; Liao, C.-F.; Tsao, Y.; Lin, S.-D.; SHOU-DE LIN 36th International Conference on Machine Learning, ICML 2019
232018Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward ShapingSun, F.-Y.; Chang, Y.-Y.; Wu, Y.-H.; Lin, S.-D.; SHOU-DE LIN AIES 2018 - Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society20
242018A collaborative filtering-Based two stage model with item dependency for course recommendationLee, E.L.; Kuo, T.-T.; Lin, S.-D.; SHOU-DE LIN Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 201730
252018An Empirical Study of Ladder Network and Multitask Learning on Energy Disaggregation in Taiwan.Chang, Fang-Yi; Chen, Chun; Lin, Shou-De; SHOU-DE LIN Conference on Technologies and Applications of Artificial Intelligence, TAAI 2018, Taichung, Taiwan, November 30 - December 2, 201800
262018Ensemble-based location tracking using passive RFIDLiang, H.-Y.; Shieh, Y.-T.; Sanjay, A.; Yang, S.-W.; Lin, S.-D.; SHOU-DE LIN Proceedings - 2017 International Conference on Data Science and Advanced Analytics, DSAA 201700
272018How Sampling Rate Affects Cross-Domain Transfer Learning for Video DescriptionChou, Y.-S.; Hsiao, P.-H.; Lin, S.-D.; Liao, H.-Y.M.; SHOU-DE LIN ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings00
282018Social Flocks: Simulating Crowds to Discover the Connection between Spatial-Temporal Movements of People and Social StructureLi, C.-T.; Lin, S.-D.; SHOU-DE LIN IEEE Transactions on Computational Social Systems59
292018A General Framework for Implicit and Explicit Social RecommendationHsu, C.-C.; Yeh, M.-Y.; Lin, S.-D.; SHOU-DE LIN IEEE Transactions on Knowledge and Data Engineering615
302018How Sampling Rate Affects Cross-Domain Transfer Learning for Video Description.Chou, Yu-Sheng; Hsiao, Pai-Heng; Lin, Shou-De; Liao, Hong-Yuan Mark; SHOU-DE LIN 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 201800
312018WSDM Cup 2018: Music Recommendation and Churn Prediction.Chen, Yian; Xie, Xing; Lin, Shou-De; Chiu, Arden; SHOU-DE LIN Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 201810
322018Opinion Diffusion and Analysis on Social Networks.Li, Cheng-Te; Hsieh, Hsun-Ping; Kuo, Tsung-Ting; Lin, Shou-De; SHOU-DE LIN Encyclopedia of Social Network Analysis and Mining, 2nd Edition
332018Designing Non-greedy Reinforcement Learning Agents with Diminishing Reward Shaping.Sun, Fan-Yun; Chang, Yen-Yu; Wu, Yueh-Hua; Lin, Shou-De; SHOU-DE LIN Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2018, New Orleans, LA, USA, February 02-03, 201820
342018WSDM Cup 2018: Music Recommendation and churn predictionChen, Y.; Xie, X.; Lin, S.-D.; Chiu, A.; SHOU-DE LIN WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining10
352018An Empirical Study of Ladder Network and Multitask Learning on Energy Disaggregation in TaiwanChang, F.-Y.; Chen, C.; Lin, S.-D.; SHOU-DE LIN Proceedings - 2018 Conference on Technologies and Applications of Artificial Intelligence, TAAI 201800
362018Mixlasso: Generalized mixed regression via convex atomic-norm regularizationYen I.E.H; Lee W.-C; Chang S.-E; Zhong K; Ravikumar P; Lin S.-D.; SHOU-DE LIN Advances in Neural Information Processing Systems
372017Unsupervised ranking using graph structures and node attributesHsu, C.-C.; Lai, Y.-A.; Chen, W.-H.; Feng, M.-H.; Lin, S.-D.; SHOU-DE LIN WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining150
382017A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course Recommendation.Lee, Eric L.; Kuo, Tsung-Ting; Lin, Shou-De; SHOU-DE LIN 2017 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2017, Tokyo, Japan, October 19-21, 201730
392017A classification model for diverse and noisy labelersSung, H.-E.; Chen, C.-K.; Xiao, H.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)00
402017Unsupervised Ranking using Graph Structures and Node Attributes.Hsu, Chin-Chi; Lai, Yi-An; Chen, Wen-Hao; Feng, Ming-Han; Lin, Shou-De; SHOU-DE LIN Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017150
412017Transfer learning for sequential recommendation modelLi, C.-R.; Sanjay, A.; Yang, S.-W.; Lin, S.-D.; SHOU-DE LIN TAAI 2016 - 2016 Conference on Technologies and Applications of Artificial Intelligence, Proceedings00
422017A Classification Model for Diverse and Noisy Labelers.Sung, Hao-En; Chen, Cheng-Kuan; Xiao, Han; Lin, Shou-De; SHOU-DE LIN Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I00
432017Ensemble-Based Location Tracking Using Passive RFID.Liang, Hao-Ying; Shieh, Yun-Tung; Sanjay, Addicam; Yang, Shao-Wen; Lin, Shou-De; SHOU-DE LIN 2017 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2017, Tokyo, Japan, October 19-21, 201700
442017PRUNE: Preserving proximity and global ranking for network embeddingLai Y.-A; Hsu C.-C; Chen W.-H; Yeh M.-Y; Lin S.-D.; SHOU-DE LIN Advances in Neural Information Processing Systems
452016Efficient Sampling-Based ADMM for Distributed Data.Wang, Jun-Kun; Lin, Shou-De; SHOU-DE LIN 2016 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2016, Montreal, QC, Canada, October 17-19, 201600
462016Efficient sampling-based ADMM for distributed dataWang, J.-K.; Lin, S.-D.; SHOU-DE LIN Proceedings - 3rd IEEE International Conference on Data Science and Advanced Analytics, DSAA 201600
472016Parallel Least-Squares Policy Iteration.Wang, Jun-Kun; Lin, Shou-De; SHOU-DE LIN 2016 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2016, Montreal, QC, Canada, October 17-19, 201600
482016Transfer-learning based model for reciprocal recommendationTing, C.-H.; Lo, H.-Y.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)20
492016Transfer-Learning Based Model for Reciprocal Recommendation.Ting, Chia-Hsin; Lo, Hung-Yi; Lin, Shou-De; SHOU-DE LIN Advances in Knowledge Discovery and Data Mining - 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II20
502016Transfer learning for sequential recommendation model.Li, Chi-Ruei; Sanjay, Addicam; Yang, Shao-Wen; Lin, Shou-De; SHOU-DE LIN Conference on Technologies and Applications of Artificial Intelligence, TAAI 2016, Hsinchu, Taiwan, November 25-27, 201600
512016Parallel least-squares policy iterationWang, J.-K.; Lin, S.-D.; SHOU-DE LIN Proceedings - 3rd IEEE International Conference on Data Science and Advanced Analytics, DSAA 201600
522016LambdaMF: Learning nonsmooth ranking functions in matrix factorization using lambdaLee, G.-H.; Lin, S.-D.; SHOU-DE LIN IEEE International Conference on Data Mining10
532015Effective string processing and matching for author disambiguationChin, W.-S.; SHOU-DE LIN et al. Journal of Machine Learning Research 
542015A learning-based framework to handle multi-round multi-party influence maximization on social networksLin, S.-C.; Lin, S.-D.; Chen, M.-S.; MING-SYAN CHEN ; SHOU-DE LIN ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 240
552015Recommending missing sensor values.Li, Chung-Yi; Su, Wei-Lun; McKenzie, Todd G.; Hsu, Fu-Chun; Lin, Shou-De; Hsu, Jane Yung-jen; Gibbons, Phillip B.; SHOU-DE LIN 2015 IEEE International Conference on Big Data, Big Data 2015, Santa Clara, CA, USA, October 29 - November 1, 201530
562015Estimating potential customers anywhere and anytime based on location-based social networksHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science70
572015Inferring Air Quality for Station Location Recommendation Based on Urban Big Data.Hsieh, Hsun-Ping; Lin, Shou-De; Zheng, Yu; SHOU-DE LIN Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015740
582015Bandwidth-efficient distributed k-nearest-neighbor search with dynamic time warping.Hsu, Chin-Chi; Kung, Perng-Hwa; Yeh, Mi-Yen; Lin, Shou-De; Gibbons, Phillip B.; SHOU-DE LIN 2015 IEEE International Conference on Big Data, Big Data 2015, Santa Clara, CA, USA, October 29 - November 1, 201550
592015Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settings.Xiao, Han; Lin, Shou-De; Yeh, Mi-Yen; Gibbons, Phillip B.; Eckert, Claudia; SHOU-DE LIN 2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Campus des Cordeliers, Paris, France, October 19-21, 201500
602015Estimating potential customers anywhere and anytime based on location-based social networksHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)70
612015Identifying smallest unique subgraphs in a heterogeneous social network.Wang, Yen-Kai; Chen, Wei-Ming; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN 2015 IEEE International Conference on Big Data, Big Data 2015, Santa Clara, CA, USA, October 29 - November 1, 201500
622015A Learning-based Framework to Handle Multi-round Multi-party Influence Maximization on Social Networks.Lin, Su-Chen; Lin, Shou-De; Chen, Ming-Syan; SHOU-DE LIN Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015240
632015LambdaMF: Learning Nonsmooth Ranking Functions in Matrix Factorization Using Lambda.Lee, Guang-He; Lin, Shou-De; SHOU-DE LIN 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 201510
642015Estimating Potential Customers Anywhere and Anytime Based on Location-Based Social Networks.Hsieh, Hsun-Ping; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part II70
652015A Transfer Probabilistic Collective Factorization Model to Handle Sparse Data in Collaborative FilteringJing, H.; Liang, A.-C.; Lin, S.-D.; Tsao, Y.; SHOU-DE LIN IEEE International Conference on Data Mining, ICDM 100
662015Identifying smallest unique subgraphs in a heterogeneous social networkWang, Y.-K.; Chen, W.-M.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN 2015 IEEE International Conference on Big Data, IEEE Big Data 2015 00
672015Learning better while sending less: Communication-efficient online semi-supervised learning in client-server settingsXiao, H.; Lin, S.-D.; Yeh, M.-Y.; Gibbons, P.B.; Eckert, C.; SHOU-DE LIN 2015 IEEE International Conference on Data Science and Advanced Analytics00
682015Measuring and recommending time-sensitive routes from location-based dataHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN IJCAI International Joint Conference on Artificial Intelligence 
692015Inferring air quality for station location recommendation based on urban big dataHsieh, H.-P.; Lin, S.-D.; Zheng, Y.; SHOU-DE LIN ACM SIGKDD International Conference on Knowledge Discovery and Data Mining740
702015Communication-efficient multi-view keyframe extraction in distributed video sensorsOu, S.-H.; Lu, Y.-C.; Wang, J.-P.; Chien, S.-Y.; Lin, S.-D.; Yeti, M.-Y.; Lee, C.-H.; Gibbons, P.B.; Somayazulu, V.S.; Chen, Y.-K.; SHAO-YI CHIEN ; SHOU-DE LIN 2014 IEEE Visual Communications and Image Processing Conference40
712015Novel topic diffusion prediction using latent semantic and user behaviorHung, S.-C.; Kuo, T.-T.; Lin, S.-D.; SHOU-DE LIN ACM International Conference Proceeding Series 10
722015Bandwidth-efficient distributed k-nearest-neighbor search with dynamic time warpingHsu, C.-C.; Kung, P.-H.; Yeh, M.-Y.; Lin, S.-D.; Gibbons, P.B.; SHOU-DE LIN 2015 IEEE International Conference on Big Data, IEEE Big Data 2015 50
732015Trip router: A time-sensitive route recommender systemHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN IEEE International Conference on Data Mining Workshops, ICDMW 00
742015Recommending missing sensor valuesLi, C.-Y.; Su, W.-L.; McKenzie, T.G.; Hsu, F.-C.; Lin, S.-D.; Hsu, J.Y.-J.; Gibbons, P.B.; SHOU-DE LIN 2015 IEEE International Conference on Big Data30
752015A dual-augmented block Minimization framework for learning with limited memoryYen, I.E.H.; Lin, S.-W.; Lin, S.-D.; SHOU-DE LIN Advances in Neural Information Processing Systems 
762015Neural Conditional Energy Models for Multi-label ClassificationJing, H.; Lin, S.-D.; SHOU-DE LIN IEEE International Conference on Data Mining10
772015Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013Li, C.-L.; SHOU-DE LIN et al. Journal of Machine Learning Research 
782014A Social Diffusion Model with an Application on Election SimulationJing-Kai Lou; Fu-Min Wang; Chin-Hua Tsai; San-Chuan Hung; Perng-Hwa Kung; Shou-De Lin; Kuan-Ta Chen; Chin-Laung Lei; CHIN-LAUNG LEI ; SHOU-DE LIN The Scientific World Journal 12
792014A Weight-Sharing Gaussian Process Model Using Web-Based Information for Audience Rating Prediction.Huang, Yu-Yang; Yen, Yu-An; Ku, Ting-Wei; Lin, Shou-De; Hsieh, Wen-Tai; Ku, Tsun; SHOU-DE LIN Technologies and Applications of Artificial Intelligence, 19th International Conference, TAAI 2014, Taipei, Taiwan, November 21-23, 2014. Proceedings30
802014A Transfer-Learning Approach to Exploit Noisy Information for Classification and Its Application on Sentiment Detection.Lin, Wei-Shih; Kuo, Tsung-Ting; Huang, Yu-Yang; Lu, Wan-Chen; Lin, Shou-De; SHOU-DE LIN Technologies and Applications of Artificial Intelligence, 19th International Conference, TAAI 2014, Taipei, Taiwan, November 21-23, 2014. Proceedings00
812014Neural Conditional Energy Models for Multi-label Classification.Jing, How; Lin, Shou-De; SHOU-DE LIN 2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 201410
822014A Transfer Probabilistic Collective Factorization Model to Handle Sparse Data in Collaborative Filtering.Jing, How; Liang, An-Chun; Lin, Shou-De; Tsao, Yu; SHOU-DE LIN 2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014100
832014Predict Scooter's Stopping Event Using Smartphone as the Sensing Device.Hsieh, Chih-Hung; Tsai, Hsin-Mu; Yang, Shao-Wen; Lin, Shou-De; SHOU-DE LIN 2014 IEEE International Conference on Internet of Things, IEEE Green Computing and Communications, and IEEE Cyber, Physical and Social Computing, iThings/GreenCom/CPSCom 2014, Taipei, Taiwan, September 1-3, 201410
842014Enriching cold start personalized language model using social network informationHuang, Y.-Y.; Yan, R.; Kuo, T.-T.; Lin, S.-D.; SHOU-DE LIN 52nd Annual Meeting of the Association for Computational Linguistics
852014Communication-efficient multi-view keyframe extraction in distributed video sensors.Ou, Shun-Hsing; Lu, Yu-Chen; Wang, Jui-Pin; Chien, Shao-Yi; Lin, Shou-De; Yeti, Mi-Yen; Lee, Chia-Han; Gibbons, Phillip B.; Somayazulu, V. Srinivasa; Chen, Yen-Kuang; SHOU-DE LIN 2014 IEEE Visual Communications and Image Processing Conference, VCIP 2014, Valletta, Malta, December 7-10, 201440
862014Matching users and items across domains to improve the recommendation quality.Li, Chung-Yi; Lin, Shou-De; SHOU-DE LIN The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014440
872014Exploiting rank-learning models to predict the diffusion of preferences on social networksTsai, C.-H.; Lou, J.-K.; Lu, W.-C.; Lin, S.-D.; SHOU-DE LIN 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 30
882014A content-based matrix factorization model for recipe recommendationLin, C.-J.; Kuo, T.-T.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)150
892014Minimizing expected loss for risk-avoiding reinforcement learning.Yeh, Jung-Jung; Kuo, Tsung-Ting; Chen, William; Lin, Shou-De; SHOU-DE LIN International Conference on Data Science and Advanced Analytics, DSAA 2014, Shanghai, China, October 30 - November 1, 201400
902014Exploiting rank-learning models to predict the diffusion of preferences on social networks.Tsai, Chin-Hua; Lou, Jing-Kai; Lu, Wan-Chen; Lin, Shou-De; SHOU-DE LIN 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2014, Beijing, China, August 17-20, 201430
912014A Content-Based Matrix Factorization Model for Recipe Recommendation.Lin, Chia-Jen; Kuo, Tsung-Ting; Lin, Shou-De; SHOU-DE LIN Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II150
922014Fairness-Aware Loan Recommendation for Microfinance Services.Lee, Eric L.; Lou, Jing-Kai; Chen, Wei-Ming; Chen, Yen-Chi; Lin, Shou-De; Chiang, Yen-Sheng; Chen, Kuan-Ta; SHOU-DE LIN Proceedings of the 2014 International Conference on Social Computing, Beijing, China, August 04 - 07, 2014100
932014Connected vehicle safety science, system, and framework.Chen, Kuan-Wen; Tsai, Hsin-Mu; Hsieh, Chih-Hung; Lin, Shou-De; Wang, Chieh-Chih; Yang, Shao-Wen; Chien, Shao-Yi; Lee, Chia-Han; Su, Yu-Chi; Chou, Chun-Ting; Lee, Yuh-Jye; Pao, Hsing-Kuo; Guo, Ruey-Shan; Chen, Chung-Jen; Yang, Ming-Hsuan; Chen, Bing-Yu; Hung, Yi-Ping; SHOU-DE LIN IEEE World Forum on Internet of Things, WF-IoT 2014, Seoul, South Korea, March 6-8, 201450
942014Optimizing specificity under perfect sensitivity for medical data classification.Hsiao, Cho-Yi; Lo, Hung-Yi; Yin, Tu-Chun; Lin, Shou-De; SHOU-DE LIN International Conference on Data Science and Advanced Analytics, DSAA 2014, Shanghai, China, October 30 - November 1, 201410
952014Trip Router: A Time-Sensitive Route Recommender System.Hsieh, Hsun-Ping; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN 2014 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2014, Shenzhen, China, December 14, 201400
962014A weight-sharing Gaussian process model using web-based information for audience rating predictionHuang, Y.-Y.; Yen, Y.-A.; Ku, T.-W.; Lin, S.-D.; Hsieh, W.-T.; Ku, T.; SHOU-DE LIN Lecture Notes in Computer Science
972014Matching users and items across domains to improve the recommendation qualityLi, C.-Y.; Lin, S.-D.; SHOU-DE LIN ACM SIGKDD International Conference on Knowledge Discovery and Data Mining440
982014Measuring and recommending time-sensitive routes from location-based dataHsieh, H.-P.; Li, H.-T.; Lin, S.-D.; SHOU-DE LIN ACM Transactions on Intelligent Systems and Technology 1619
992014Minimizing expected loss for risk-avoiding reinforcement learningYeh, J.-J.; Kuo, T.-T.; Chen, W.; Lin, S.-D.; SHOU-DE LIN 2014 IEEE International Conference on Data Science and Advanced Analytics 00
1002014Predict scooter's stopping event using smartphone as the sensing deviceHsieh, C.-H.; Tsai, H.-M.; Yang, S.-W.; Lin, S.-D.; HSIN-MU TSAI ; SHOU-DE LIN 2014 IEEE International Conference on Internet of Things, iThings 2014, 2014 IEEE International Conference on Green Computing and Communications, GreenCom 2014 and 2014 IEEE International Conference on Cyber-Physical-Social Computing, CPS 2014 10
1012014Sparse random features algorithm as Coordinate Descent in Hilbert SpaceYen, I.E.H.; Lin, T.-W.; Lin, S.-D.; Ravikumar, P.; Dhillon, I.S.; SHOU-DE LIN Advances in Neural Information Processing Systems 
1022014Optimizing specificity under perfect sensitivity for medical data classificationHsiao, C.-Y.; Lo, H.-Y.; Yin, T.-C.; Lin, S.-D.; SHOU-DE LIN 2014 IEEE International Conference on Data Science and Advanced Analytics 10
1032014Robust inverse covariance estimation under noisy measurementsWang, J.-K.; Lin, S.-D.; SHOU-DE LIN 31st International Conference on Machine Learning, ICML 2014 
1042014A content-based matrix factorization model for recipe recommendationLin, C.-J.; Kuo, T.-T.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science150
1052014Generalized k-labelsets ensemble for multi-label and cost-sensitive classificationLo, H.-Y.; Lin, S.-D.; Wang, H.-M.; SHOU-DE LIN IEEE Transactions on Knowledge and Data Engineering 2830
1062014Fairness-aware loan recommendation for microfinance servicesLee, E.L.; Lou, J.-K.; Chen, W.-M.; Chen, Y.-C.; Lin, S.-D.; Chiang, Y.-S.; Chen, K.-T.; SHOU-DE LIN ACM International Conference Proceeding Series 100
1072014A transfer-learning approach to exploit noisy information for classification and its application on sentiment detectionLin, W.-S.; Kuo, T.-T.; Huang, Y.-Y.; Lu, W.-C.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science
1082014Connected vehicle safety science, system, and frameworkChen, K.-W.; HSIN-MU TSAI ; SHAO-YI CHIEN ; SHOU-DE LIN et al. 2014 IEEE World Forum on Internet of Things50
1092013Unsupervised link prediction using aggregative statistics on heterogeneous social networks.Kuo, Tsung-Ting; Yan, Rui; Huang, Yu-Yang; Kung, Perng-Hwa; Lin, Shou-De; SHOU-DE LIN The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 2013340
1102013Sampling Heterogeneous Networks.Yang, Cheng-Lun; Kung, Perng-Hwa; Li, Cheng-Te; Chen, Chun-An; Lin, Shou-De; SHOU-DE LIN 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 201310
1112013Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013.Li, Chun-Liang; Su, Yu-Chuan; Lin, Ting-Wei; Tsai, Cheng-Hao; Chang, Wei-Cheng; Huang, Kuan-Hao; Kuo, Tzu-Ming; Lin, Shan-Wei; Lin, Young-San; Lu, Yu-Chen; Yang, Chun-Pai; Chang, Cheng-Xia; Chin, Wei-Sheng; Juan, Yu-Chin; Tung, Hsiao-Yu; Wang, Jui-Pin; Wei, Cheng-Kuang; Wu, Felix; Yin, Tu-Chun; Yu, Tong; Zhuang, Yong; Lin, Shou-de; Lin, Hsuan-Tien; Lin, Chih-Jen; SHOU-DE LIN Proceedings of the 2013 KDD Cup 2013 Workshop, KDD Cup 2013, Chicago, Illinois, USA, August 11-14, 201370
1122013Effective string processing and matching for author disambiguation.Chin, Wei-Sheng; Juan, Yu-Chin; Zhuang, Yong; Wu, Felix; Tung, Hsiao-Yu; Yu, Tong; Wang, Jui-Pin; Chang, Cheng-Xia; Yang, Chun-Pai; Chang, Wei-Cheng; Huang, Kuan-Hao; Kuo, Tzu-Ming; Lin, Shan-Wei; Lin, Young-San; Lu, Yu-Chen; Su, Yu-Chuan; Wei, Cheng-Kuang; Yin, Tu-Chun; Li, Chun-Liang; Lin, Ting-Wei; Tsai, Cheng-Hao; Lin, Shou-De; Lin, Hsuan-Tien; Lin, Chih-Jen; SHOU-DE LIN Proceedings of the 2013 KDD Cup 2013 Workshop, KDD Cup 2013, Chicago, Illinois, USA, August 11-14, 201360
1132013Modeling the Diffusion of Preferences on Social Networks.Hung, San-Chuan; Kung, Perng-Hwa; Lin, Shou-De; Lou, Jing-Kai; Tsai, Chin-Hua; Wang, Fu-Min; SHOU-DE LIN Proceedings of the 13th SIAM International Conference on Data Mining, May 2-4, 2013. Austin, Texas, USA.40
1142013Communication-Efficient Distributed Multiple Reference Pattern Matching for M2M Systems.Wang, Jui-Pin; Lu, Yu-Chen; Yeh, Mi-Yen; Lin, Shou-De; Gibbons, Phillip B.; SHOU-DE LIN 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 201330
1152013Time-Sensitive Route Planning Using Location-Based Data.Hsieh, Hsun-Ping; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN 13th IEEE International Conference on Data Mining Workshops, ICDM Workshops, TX, USA, December 7-10, 201310
1162013Indexed block coordinate descent for large-scale linear classification with limited memory.Yen, Ian En-Hsu; Chang, Chun-Fu; Lin, Ting-Wei; Lin, Shan-Wei; Lin, Shou-De; SHOU-DE LIN The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2013, Chicago, IL, USA, August 11-14, 201350
1172013An unsupervised learning model to perform side channel attackChou, J.-W.; Chu, M.-H.; Tsai, Y.-L.; Jin, Y.; Cheng, C.-M.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)60
1182013Indexed block coordinate descent for large-scale linear classification with limited memoryYen, I.E.H.; Chang, C.-F.; Lin, T.-W.; Lin, S.-W.; Lin, S.-D.; SHOU-DE LIN Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining50
1192013Exploiting temporal information in a two-stage classification framework for content-based depression detectionShen, Y.-C.; Kuo, T.-T.; Yeh, I.-N.; Chen, T.-T.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science130
1202013Unsupervised link prediction using aggregative statistics on heterogeneous social networksKuo, T.-T.; Yan, R.; Huang, Y.-Y.; Kung, P.-H.; Lin, S.-D.; SHOU-DE LIN Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining340
1212013What distinguish one from its peers in social networks?Lo, Y.-C.; Li, J.-Y.; Yeh, M.-Y.; Lin, S.-D.; Pei, J.; SHOU-DE LIN Data Mining and Knowledge Discovery42
1222013Exploiting temporal information in a two-stage classification framework for content-based depression detectionShen, Y.-C.; Kuo, T.-T.; Yeh, I.-N.; Chen, T.-T.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)130
1232013An Unsupervised Learning Model to Perform Side Channel Attack.Chou, Jung-Wei; Chu, Min-Huang; Tsai, Yi-Lin; Jin, Yun; Cheng, Chen-Mou; Lin, Shou-De; SHOU-DE LIN Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I60
1242013Exploiting Temporal Information in a Two-Stage Classification Framework for Content-Based Depression Detection.Shen, Yu-Chun; Kuo, Tsung-Ting; Yeh, I-Ning; Chen, Tzu-Ting; Lin, Shou-De; SHOU-DE LIN Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I130
1252013Semantically sampling in heterogeneous social networks.Yang, Cheng-Lun; Kung, Perng-Hwa; Chen, Chun-An; Lin, Shou-De; SHOU-DE LIN 22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013, Companion Volume40
1262013Effective string processing and matching for author disambiguationChin, W.-S.; HSUAN-TIEN LIN ; CHIH-JEN LIN ; SHOU-DE LIN et al. 2013 KDD Cup 2013 Workshop 60
1272013Mining and generating large-scaled social networks via MapReduceLo, Y.-C.; Lai, H.-C.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN Social Network Analysis and Mining 30
1282013Sampling heterogeneous networksYang, C.-L.; Kung, P.-H.; Li, C.-T.; Chen, C.-A.; Lin, S.-D.; SHOU-DE LIN IEEE International Conference on Data Mining, ICDM 10
1292013Modeling the diffusion of preferences on social networksLou, J.-K.; Wang, F.-M.; Tsai, C.-H.; Hung, S.-C.; Kung, P.-H.; Lin, S.-D.; SHOU-DE LIN 2013 SIAM International Conference on Data Mining
1302013A modified random walk framework for handling negative ratings and generating explanationsChen, Y.-C.; Lin, Y.-S.; Shen, Y.-C.; Lin, S.-D.; SHOU-DE LIN ACM Transactions on Intelligent Systems and Technology 85
1312013Communication-efficient distributed multiple reference pattern matching for M2M systemsWang, J.-P.; Lu, Y.-C.; Yeh, M.-Y.; Lin, S.-D.; Gibbons, P.B.; SHOU-DE LIN IEEE International Conference on Data Mining, ICDM 30
1322013An unsupervised learning model to perform side channel attackChou, J.-W.; Chu, M.-H.; Tsai, Y.-L.; Jin, Y.; Cheng, C.-M.; Lin, S.-D.; CHEN-MOU CHENG ; SHOU-DE LIN Lecture Notes in Computer Science60
1332013I, poet: Automatic Chinese poetry composition through a generative summarization framework under constrained optimizationYan, R.; Jiang, H.; Lapata, M.; Lin, S.-D.; Lv, X.; Li, X.; SHOU-DE LIN IJCAI International Joint Conference on Artificial Intelligence 
1342013Modeling and evaluating information propagation in a microblogging social networkLi, C.-T.; Kuo, T.-T.; Ho, C.-T.; Hong, S.-C.; Lin, W.-S.; Lin, S.-D.; SHOU-DE LIN Social Network Analysis and Mining 130
1352013On team formation with expertise query in collaborative social networksLi, C.-T.; Shan, M.-K.; Lin, S.-D.; SHOU-DE LIN Knowledge and Information Systems 2328
1362013Preface - TAAI 2013Hsu, J.Y.-J.; Liu, C.-L.; Lin, S.-D.; Tsai, M.-F.; Lee, C.-S.; Hsu, K.-W.; SHOU-DE LIN 2013 Conference on Technologies and Applications of Artificial Intelligence00
1372013Time-sensitive route planning using location-based dataHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN IEEE 13th International Conference on Data Mining Workshops10
1382013What distinguish one from its peers in social networks?Lo, Y.-C.; Li, J.-Y.; Yeh, M.-Y.; Lin, S.-D.; Pei, J.; SHOU-DE LIN Data Mining and Knowledge Discovery 42
1392013Semantically sampling in heterogeneous social networksYang, C.-L.; Kung, P.-H.; Chen, C.-A.; Lin, S.-D.; SHOU-DE LIN 22nd International Conference on World Wide Web 
1402013Combination of feature engineering and ranking models for paper-author identification in KDD Cup 2013Li, C.-L.; HSUAN-TIEN LIN ; CHIH-JEN LIN ; SHOU-DE LIN et al. 2013 KDD Cup 2013 Workshop 70
1412012Exploiting and Evaluating MapReduce for Large-Scale Graph Mining.Lai, Hung-Che; Li, Cheng-Te; Lo, Yi-Chen; Lin, Shou-De; SHOU-DE LIN International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012, Istanbul, Turkey, 26-29 August 201210
1422012Learning-based time-sensitive re-ranking for web search.Chang, Po-Tzu; Huang, Yen-Chieh; Yang, Cheng-Lun; Lin, Shou-De; Cheng, Pu-Jen; SHOU-DE LIN The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 201250
1432012CrowDiffuse: information diffusion over crowds with social network.Li, Cheng-Te; Hsieh, Hsun-Ping; Lin, Shou-De; SHOU-DE LIN International Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2012, Los Angeles, CA, USA, August 5-9, 2012, Poster Proceedings00
1442012Information propagation game: a tool to acquire humanplaying data for multiplayer influence maximization on social networks.Chen, Hung-Hsuan; Ciou, Yan-Bin; Lin, Shou-De; SHOU-DE LIN The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 201270
1452012Exploiting latent information to predict diffusions of novel topics on social networksKuo, T.-T.; Hung, S.-C.; Lin, W.-S.; Peng, N.; Lin, S.-D.; Lin, W.-F.; SHOU-DE LIN 50th Annual Meeting of the Association for Computational Linguistics
1462012Exploiting machine learning models for Chinese legal documents labeling, case classification, and sentencing predictionLin, W.-C.; Kuo, T.-T.; Chang, T.-J.; Yen, C.-A.; Chen, C.-J.; Lin, S.-D.; SHOU-DE LIN 24th Conference on Computational Linguistics and Speech Processing
1472012Exploiting large-scale check-in data to recommend time-sensitive routes.Hsieh, Hsun-Ping; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN Proceedings of the ACM SIGKDD International Workshop on Urban Computing, UrbComp@KDD 2012, Beijing, China, August 12, 2012530
1482012EvaPlanner: An evacuation planner with social-based flocking kineticsLi, C.-T.; Lin, S.-D.; SHOU-DE LIN ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 00
1492012TripRec: recommending trip routes from large scale check-in data.Hsieh, Hsun-Ping; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)50
1502012Exploiting and evaluating mapreduce for large-scale graph miningLai, H.-C.; Li, C.-T.; Lo, Y.-C.; Lin, S.-D.; SHOU-DE LIN 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012 10
1512012Exploiting large-scale check-in data to recommend time-sensitive routesHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 530
1522012Dynamic selection of activation targets to boost the influence spread in social networks.Li, Cheng-Te; Shan, Man-Kwan; Lin, Shou-De; SHOU-DE LIN Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)20
1532012EvaPlanner: an evacuation planner with social-based flocking kinetics.Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 201200
1542012Parallelizing Preferential Attachment Models for Generating Large-Scale Social Networks that Cannot Fit into Memory.Lo, Yi-Chen; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN 2012 International Conference on Privacy, Security, Risk and Trust, PASSAT 2012, and 2012 International Confernece on Social Computing, SocialCom 2012, Amsterdam, Netherlands, September 3-5, 201240
1552012A Learning-Based Framework to Utilize E-HowNet Ontology and Wikipedia Sources to Generate Multiple-Choice Factual Questions.Chu, Min-Huang; Chen, Wen-Yu; Lin, Shou-De; SHOU-DE LIN Conference on Technologies and Applications of Artificial Intelligence, TAAI 2012, Tainan, Taiwan, November 16-18, 201230
1562012Prediction-based outlier detection with explanations.Chen, Liang-Chieh; Kuo, Tsung-Ting; Lai, Wei-Chi; Lin, Shou-De; Tsai, Chi-Hung; SHOU-DE LIN 2012 IEEE International Conference on Granular Computing, GrC 2012, Hangzhou, China, August 11-13, 201200
1572012Influence propagation and maximization for heterogeneous social networks.Li, Cheng-Te; Lin, Shou-De; Shan, Man-Kwan; SHOU-DE LIN Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)120
1582012Regional subgraph discovery in social networks.Li, Cheng-Te; Shan, Man-Kwan; Lin, Shou-De; SHOU-DE LIN Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)00
1592012On the effectiveness of using state-of-the-art machine learning techniques to launch cryptographic distinguishing attacks.Chou, Jung-Wei; Lin, Shou-De; Cheng, Chen-Mou; SHOU-DE LIN Proceedings of the 5th ACM Workshop on Security and Artificial Intelligence, AISec 2012, Raleigh, NC, USA, October 19, 201270
1602012Centrality Analysis, Role-Based Clustering, and Egocentric Abstraction for Heterogeneous Social Networks.Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN 2012 International Conference on Privacy, Security, Risk and Trust, PASSAT 2012, and 2012 International Confernece on Social Computing, SocialCom 2012, Amsterdam, Netherlands, September 3-5, 201240
1612012A ranking-based KNN approach for multi-label classificationChiang, T.-H.; Lo, H.-Y.; Lin, S.-D.; SHOU-DE LIN Journal of Machine Learning Research 
1622012A Two-Stage Ensemble of Diverse Models for Advertisement Ranking in KDD Cup 2012Wu, Kuan-Wei; Lin, Shou-De ; Lin, Hsuan-Tien et al. KDDCup 
1632012Information propagation game: A tool to acquire humanplaying data for multiplayer influence maximization on social networksChen, H.-H.; Ciou, Y.-B.; Lin, S.-D.; SHOU-DE LIN ACM SIGKDD International Conference on Knowledge Discovery and Data Mining70
1642012Finding influential seed successors in social networks.Li, Cheng-Te; Hsieh, Hsun-Ping; Lin, Shou-De; Shan, Man-Kwan; SHOU-DE LIN Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)90
1652012Generalized k-labelset ensemble for multi-label classification.Lo, Hung-Yi; Lin, Shou-De; Wang, Hsin-Min; SHOU-DE LIN 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2012, Kyoto, Japan, March 25-30, 201210
1662012Frequent temporal social behavior search in information networks.Hsieh, Hsun-Ping; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)00
1672012Influence propagation and maximization for heterogeneous social networksLi, C.-T.; Lin, S.-D.; Shan, M.-K.; SHOU-DE LIN 21st Annual Conference on World Wide Web Companion120
1682012Prediction-based outlier detection with explanationsChen, L.-C.; Kuo, T.-T.; Lai, W.-C.; Lin, S.-D.; Tsai, C.-H.; SHOU-DE LIN 2012 IEEE International Conference on Granular Computing00
1692012Regional Scale High Resolution δ18O Prediction in Precipitation Using MODIS EVIChan, W.-P.; HSIAO-WEI YUAN ; SHOU-DE LIN ; CHO-YING HUANG et al. PLoS ONE 22
1702012On the effectiveness of using state-of-the-art machine learning techniques to launch cryptographic distinguishing attacksJW Chou; SD Lin; CM Cheng; CHEN-MOU CHENG ; SHOU-DE LIN 5th ACM workshop on Security and artificial intelligence70
1712012TripRec: Recommending trip routes from large scale check-in dataHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN 21st Annual Conference on World Wide Web Companion 50
1722012Parallelizing preferential attachment models for generating large-scale social networks that cannot fit into memoryLo, Y.-C.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing40
1732012Regional subgraph discovery in social networksLi, C.-T.; Shan, M.-K.; Lin, S.-D.; SHOU-DE LIN 21st Annual Conference on World Wide Web Companion 00
1742012Centrality analysis, role-based clustering, and egocentric abstraction for heterogeneous social networksLi, C.-T.; Lin, S.-D.; SHOU-DE LIN 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012 40
1752012A learning-based framework to utilize E-HowNet ontology and Wikipedia sources to generate multiple-choice factual questionsChu, M.-H.; Chen, W.-Y.; Lin, S.-D.; SHOU-DE LIN 2012 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2012 30
1762012Dynamic selection of activation targets to boost the influence spread in social networksLi, C.-T.; Shan, M.-K.; Lin, S.-D.; SHOU-DE LIN 21st Annual Conference on World Wide Web Companion 20
1772012CrowDiffuse: Information diffusion over crowds with social networkLi, C.-T.; Hsieh, H.-P.; Lin, S.-D.; SHOU-DE LIN ACM SIGGRAPH 201200
1782012Finding influential seed successors in social networksLi, C.-T.; Hsieh, H.-P.; Lin, S.-D.; Shan, M.-K.; SHOU-DE LIN 21st Annual Conference on World Wide Web Companion 90
1792012Frequent Temporal Social Behavior Search in information networksHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN 21st Annual Conference on World Wide Web Companion 00
1802012Generalized k-labelset ensemble for multi-label classificationLo, H.-Y.; Lin, S.-D.; Wang, H.-M.; SHOU-DE LIN IEEE International Conference on Acoustics, Speech and Signal Processing10
1812012Learning-based time-sensitive re-ranking for web searchChang, P.-T.; Huang, Y.-C.; Yang, C.-L.; Lin, S.-D.; Cheng, P.-J.; SHOU-DE LIN ; PU-JEN CHENG International ACM SIGIR Conference on Research and Development in Information Retrieval 50
1822011A social network evolution model based on seniorityYi-Kuang Ko; Jing-Kai Lou; Cheng-Te Li; Shou-De Lin; Shyh-Kang Jeng; SHYH-KANG JENG ; SHOU-DE LIN Social Network Analysis and Mining10
1832011Time-Aware Ranking in Dynamic Citation Networks.Ghosh, Rumi; Kuo, Tsung-Ting; Hsu, Chun-Nan; Lin, Shou-De; Lerman, Kristina; SHOU-DE LIN Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011160
1842011Audio Tag Annotation and Retrieval Using Tag Count Information.Lo, Hung-Yi; Lin, Shou-De; Wang, Hsin-Min; SHOU-DE LIN Advances in Multimedia Modeling - 17th International Multimedia Modeling Conference, MMM 2011, Taipei, Taiwan, January 5-7, 2011, Proceedings, Part I00
1852011Cost-sensitive stacking for audio tag annotation and retrieval.Lo, Hung-Yi; Wang, Ju-Chiang; Wang, Hsin-Min; Lin, Shou-De; SHOU-DE LIN Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic30
1862011Social Informatics - Third International Conference, SocInfo 2011, Singapore, October 6-8, 2011. ProceedingsSHOU-DE LIN 00
1872011Social flocks: a crowd simulation framework for social network generation, community detection, and collective behavior modeling.Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24, 201150
1882011Exploiting endorsement information and social influence for item recommendation.Li, Cheng-Te; Lin, Shou-De; Shan, Man-Kwan; SHOU-DE LIN Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 201120
1892011PhotoFeel: feeling your photo collection with graph-based audiovisual flocking.Li, Cheng-Te; Hsieh, Hsun-Ping; Lin, Shou-De; SHOU-DE LIN Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 201100
1902011Modeling and Visualizing Information Propagation in a Micro-blogging Platform.Ho, Chien-Tung; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011, Kaohsiung, Taiwan, 25-27 July 2011290
1912011Context-based people search in labeled social networks.Li, Cheng-Te; Shan, Man-Kwan; Lin, Shou-De; SHOU-DE LIN Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011120
1922011Cost-sensitive multi-label learning for audio tag annotation and retrievalLo, H.-Y.; Wang, J.-C.; Wang, H.-M.; Lin, S.-D.; SHOU-DE LIN IEEE Transactions on Multimedia5956
1932011Audio tag annotation and retrieval using tag count informationLo, H.-Y.; Lin, S.-D.; Wang, H.-M.; SHOU-DE LIN Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)00
1942011BeTracker: A System for Finding Behavioral Patterns from Contextual Sensor and Social Data.Hsieh, Hsun-Ping; Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 201110
1952011Exploiting endorsement information and social influence for item recommendationLi, C.-T.; Lin, S.-D.; Shan, M.-K.; SHOU-DE LIN 34th International ACM SIGIR Conference on Research and Development in Information Retrieval 20
1962011Cost-sensitive stacking for audio tag annotation and retrievalLo, H.-Y.; Wang, J.-C.; Wang, H.-M.; Lin, S.-D.; SHOU-DE LIN IEEE International Conference on Acoustics, Speech and Signal Processing30
1972011MemeTube: A sentiment-based audiovisual system for analyzing and displaying microblog messagesLi, C.-T.; Wang, C.-Y.; Tseng, C.-L.; Lin, S.-D.; SHOU-DE LIN 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
1982011Finding influential mediators in social networks.Li, Cheng-Te; Lin, Shou-De; Shan, Man-Kwan; SHOU-DE LIN Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)110
1992011Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): PrefaceLim, E.-P.; Contractor, N.; Fienberg, S.E.; Datta, A.; Shulman, S.; Zheng, B.; Lin, S.-D.; SHOU-DE LIN Lecture Notes in Computer Science
2002011Novel Models and Ensemble Techniques to Discriminate Favorite Items from Unrated Ones for Personalized Music RecommendationMcKenzie, Todd G.; Lin, Hsuan-Tien ; Lin, Chih-Jen ; Lin, Shou-De et al. KDD Cup 
2012011A Linear Ensemble of Individual and Blended Models for Music Rating PredictionChen, Po-Lung; Lin, Hsuan-Tien ; Lin, Chih-Jen ; Lin, Shou-De et al. KDD Cup 
2022011Assessing the quality of diffusion models using real-world social network dataKuo, T.-T.; Hung, S.-C.; Lin, W.-S.; Lin, S.-D.; Peng, T.-C.; Shih, C.-C.; SHOU-DE LIN 2011 Conference on Technologies and Applications of Artificial Intelligence, TAAI 2011 80
2032011Modeling and visualizing information propagation in a micro-blogging platformHo, C.-T.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN 2011 International Conference on Advances in Social Networks Analysis and Mining290
2042011Audio tag annotation and retrieval using tag count informationLo, H.-Y.; Lin, S.-D.; Wang, H.-M.; SHOU-DE LIN Lecture Notes in Computer Science00
2052011Cost-sensitive multi-label learning for audio tag annotation and retrievalLo, H.-Y.; Wang, J.-C.; Wang, H.-M.; Lin, S.-D.; SHOU-DE LIN IEEE Transactions on Multimedia 5956
2062011Context-based people search in labeled social networksLi, C.-T.; Shan, M.-K.; Lin, S.-D.; SHOU-DE LIN International Conference on Information and Knowledge Management120
2072011Learning-based concept-hierarchy refinement through exploiting topology, content and social informationKuo, T.-T.; Lin, S.-D.; SHOU-DE LIN Information Sciences 55
2082011Time-aware ranking in dynamic citation networksGhosh, R.; Kuo, T.-T.; Hsu, C.-N.; Lin, S.-D.; Lerman, K.; SHOU-DE LIN IEEE International Conference on Data Mining, ICDM 170
2092011IMASS: An intelligent Microblog analysis and summarization systemWeng, J.-Y.; Yang, C.-L.; Chen, B.-N.; Wang, Y.-K.; Lin, S.-D.; SHOU-DE LIN 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
2102011Social flocks: A crowd simulation framework for social network generation, community detection, and collective behavior modelingLi, C.-T.; Lin, S.-D.; SHOU-DE LIN ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 50
2112011BeTracker: A system for finding behavioral patterns from contextual sensor and social dataHsieh, H.-P.; Li, C.-T.; Lin, S.-D.; SHOU-DE LIN IEEE International Conference on Data Mining, ICDM 10
2122011Photofeel: Feeling your photo collection with graph-based audiovisual flockingLi, C.-T.; Hsieh, H.-P.; Lin, S.-D.; SHOU-DE LIN 2011 ACM Multimedia Conference00
2132011Finding influential mediators in social networksLi, C.-T.; Lin, S.-D.; Shan, M.-K.; SHOU-DE LIN 20th International Conference Companion on World Wide Web110
2142010What can the temporal social behavior tell us? An estimation of vertex-betweenness using dynamic social informationJing-Kai Lou,; Shou-de Lin,; Kuan-Ta Chen,; Chin-Laung Lei; CHIN-LAUNG LEI ; SHOU-DE LIN The 2010 International Conference on Advances in Social Networks Analysis and Mining 40
2152010Pusic: musicalize microblog messages for summarization and exploration.Li, Cheng-Te; Lai, Hung-Che; Ho, Chien-Tung; Tseng, Chien-Lin; Lin, Shou-De; SHOU-DE LIN Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 201070
2162010Mining Heterogeneous Social Networks for Egocentric Information Abstraction.Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN From Sociology to Computing in Social Networks - Theory, Foundations and Applications
2172010Mining heterogeneous social networks for egocentric information abstractionLi, C.-T.; Lin, S.-D.; SHOU-DE LIN From Sociology to Computing in Social Networks: Theory, Foundations and Applications00
2182010Designing, Analyzing and Exploiting Stake-Based Social Networks.Kuo, Tsung-Ting; Yeh, Jung-Jung; Lin, Chih-Jen; Lin, Shou-De; SHOU-DE LIN International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2010, Odense, Denmark, August 9-11, 201000
2192010Communication Structure Discovery via Information Asymmetry in an Organizational Social Network.Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN 2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference Proceedings00
2202010SocioCrowd: a social-network-based framework for crowd simulation.Li, Cheng-Te; Hsieh, Hsun-Ping; Kuo, Tsung-Ting; Lin, Shou-De; SHOU-DE LIN International Conference on Computer Graphics and Interactive Techniques, SIGGRAPH 2010, Los Angeles, California, USA, July 26-30, 2010, Poster Proceedings10
2212010Designing, analyzing and exploiting stake-based social networksKuo, T.-T.; Yeh, J.-J.; Lin, C.-J.; Lin, S.-D.; SHOU-DE LIN 2010 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2010 00
2222010Feature Engineering and Classifier Ensemble for KDD Cup 2010Yu, Hsiang-Fu; Lo, Yi-Chen ; Lin, Shou-de ; Lin, Hsuan-Tien ; Lin, Chih-Jen et al. KDDCup 
2232010Identifying correction rules for auto editingHuang, A.-T.; Kuo, T.-T.; Lai, Y.-C.; Lin, S.-D.; SHOU-DE LIN 22nd Conference on Computational Linguistics and Speech Processing, ROCLING 2010 
2242010What Can the Temporal Social Behavior Tell Us? An Estimation of Vertex-Betweenness Using Dynamic Social Information.Lou, Jing-Kai; Lin, Shou-De; Chen, Kuan-Ta; Lei, Chin-Laung; SHOU-DE LIN International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2010, Odense, Denmark, August 9-11, 201040
2252010Mining heterogeneous social networks for egocentric information abstractionLi, C.-T.; Lin, S.-D.; SHOU-DE LIN From Sociology to Computing in Social Networks: Theory, Foundations and Applications 00
2262010Unsupervised feature selection: Minimize information redundancy of featuresYen, C.-C.; Chen, L.-C.; Lin, S.-D.; SHOU-DE LIN International Conference on Technologies and Applications of Artificial Intelligence40
2272010StakeNet: Devise, study and utilize social networks using stakeholder informationKuo, T.-T.; Yeh, J.-J.; Lin, C.-J.; Lin, S.-D.; SHOU-DE LIN International Conference on Technologies and Applications of Artificial Intelligence10
2282010Communication structure discovery via information asymmetry in an organizational social networkLi, C.-T.; Lin, S.-D.; SHOU-DE LIN 2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010 00
2292010Pusic: Musicalize microblog messages for summarization and explorationLi, C.-T.; Lai, H.-C.; Ho, C.-T.; Tseng, C.-L.; Lin, S.-D.; SHOU-DE LIN 19th International Conference on World Wide Web70
2302010SocioCrowd: A social-network-based framework for crowd simulationLi, C.-T.; Hsieh, H.-P.; Kuo, T.-T.; Lin, S.-D.; SHOU-DE LIN ACM SIGGRAPH 201010
2312009Egocentric Information Abstraction for Heterogeneous Social Networks.Li, Cheng-Te; Lin, Shou-De; SHOU-DE LIN 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009, 20-22 July 2009, Athens, Greece150
2322009Egocentric information abstraction for heterogeneous social networksLi, C.-T.; Lin, S.-D.; SHOU-DE LIN 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009 150
2332008社群網路中可疑個體的探勘林守德 
2342008Discovering and explaining abnormal nodes in semantic graphsLin, S.-D.; Chalupsky, H.; SHOU-DE LIN IEEE Transactions on Knowledge and Data Engineering3425
2352008A Semantics-Enhanced Language Model for Unsupervised Word Sense Disambiguation.Lin, Shou-De; Verspoor, Karin; SHOU-DE LIN Computational Linguistics and Intelligent Text Processing, 9th International Conference, CICLing 2008, Haifa, Israel, February 17-23, 2008, Proceedings60
2362008Discovering and explaining abnormal nodes in semantic graphsLin, Shou-de; Chalupsky, Hans; Lin, Shou-de IEEE Transactions on Knowledge and Data Engineering 3425
2372008A Semantics-Enhanced Language Model for Unsupervised Word Sense DisambiguationLin, Shou-de ; Verspoor, KarinCICLing 2008: 
2382007Finding and Explaining Suspicious Instances in Semantic GraphsLin, Shou-de ; Chalupsky, HansIEEE Transactions on Knowledge and Data Engineering 
2392006Discovering the linear writing order of a two-dimensional ancient hieroglyphic scriptLin, Shou-de ; Knight, KevinArtificial Intelligence 
2402006Discovering the linear writing order of a two-dimensional ancient hieroglyphic script.Lin, Shou-De; Knight, Kevin; SHOU-DE LIN Artif. Intell.31
2412005SERGEANT: A Framework for Building More Flexible Web Agents by Exploiting a Search EngineLin, Shou-de ; Knoblock, Craig A.Web Intelligence and Agent Systems 
2422004Interesting instance discovery in multi-relational dataLin, S.-D.; Chalupsky, H.; SHOU-DE LIN National Conference on Artificial Intelligence 
2432003Using Unsupervised Link Discovery Methods to Find Interesting Facts and Connections in a Bibliography DatasetLin, Shou-de ; Chalupsky, HansKDD Explorations 
2442003Exploiting a search engine to develop more flexible Web agentsLin, S.-D.; Knoblock, C.A.; SHOU-DE LIN IEEE/WIC International Conference on Web Intelligence, WI 2003 20
2452003Using unsupervised link discovery methods to find interesting facts and connections in a bibliography dataset.Lin, Shou-De; Chalupsky, Hans; SHOU-DE LIN SIGKDD Explorations00
2462003Exploiting a Search Engine to Develop More Flexible Web Agents.Lin, Shou-De; Knoblock, Craig A.; SHOU-DE LIN 2003 IEEE / WIC International Conference on Web Intelligence, (WI 2003), 13-17 October 2003, Halifax, Canada20
2472003Unsupervised Link Discovery in Multi-relational Data via Rarity Analysis.Lin, Shou-De; Chalupsky, Hans; SHOU-DE LIN Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 19-22 December 2003, Melbourne, Florida, USA00
2482003Unsupervised link discovery in multi-relational data via rarity analysisLin, S.-D.; Chalupsky, H.; SHOU-DE LIN IEEE International Conference on Data Mining, ICDM 
2492001Designing the Market Game for a Trading Agent CompetitionTAC Team; Michael P. Wellman; Peter R. Wurman; Kevin O'Malley; Roshan Bangera; Shou-de Lin ; Daniel Reeves; William E. WalshIEEE Internet Computing 
2502001Designing the Market Game for a Trading Agent Competition.Wellman, Michael P.; Wurman, Peter R.; O'Malley, Kevin; Bangera, Roshan; Lin, Shou-De; Reeves, Daniel M.; Walsh, William E.; SHOU-DE LIN IEEE Internet Computing9169