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Duration: May 2017 – Apr 2019. Keynote Talk: “From Social Media Data to Actionable Analytics”. ​I have graduated 36 Ph.D. Students since 2004. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. Variants. Tat-seng Chua National University of Singapore. Tat-Seng Chua National University of Singapore ... Google H-index: 88: Number of Google Citations: 31,961: Number of Articles on DBLP: 552: External Links. After that, Dr. Hong joined School of Computer and Information, Hefei University of Technology (HFUT) as a Professor. Source: AI Singapore. Chua Tat-Seng is a Computer Science academic at NUS School of Computing. Google Scholar; Xiangnan He and Tat-Seng Chua. The following articles are merged in Scholar. Multimedia Modeling Conference (MMM), Daejeon, Korea, Jan 2020. Google Scholar provides a simple way to broadly search for scholarly literature. CoRR abs/2005.00701 (2020) The 13th Pacific-Rim Conference on Multimedia (PCM2012), Singapore, Dec 2012. Int’l Conf for AI on Fashion and Textile (AIFT), Shanghai, China, Nov 2019. ACM SIGIR Workshop on Heterogeneous Information Access, Pisa, Italy, Jul 2016. ACM SIGIR E-Commerce Workshop, ACM SIGMM Technical Achievement Award 2015 (for Outstanding Technical Contributions to Multimedia Computing, Communications, and Applications), Member of Industrial Advisory Board: European Network of Excellence Program – INTERMEDIA (. Keynote Speaker: “Managing large-scale social images as part of a live Social Media Observatory”. Grant: S$11,000,000. Advances in Neural Information Processing Systems (NeurIPS), 10276-10286, 2019. CHUA TAT SENG. Their combined citations are counted only for the first article. Collaborators: Tsinghua University, University of Southampton. CHUA Tat Seng KITHCT Chair Professor Director, NUS-Tsinghua Extreme Search Center (NExT) Ph.D. (Computer Science, University of Leeds, UK, Feb 1983) B.Sc. Keynote Talk: “Towards Relation Inference and Causal Reasoning in Video”. 2011 Best Paper Award, MMM‘2011 (Zhao et al. Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua: Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. Publications [Google Scholar] 2020. ... Yixin Cao, Zikun Hu, Tat-seng Chua, Zhiyuan Liu and Heng Ji. A full list of my publications can be found on the following website: NExT++: Towards Web Intelligence and User Empowerment, Base Metals Price Forecasting from Alternate Data Sources Using AI. Tat-Seng Chua National University of Singapore ... Google H-index: 88: Number of Google Citations: 31,961: Number of Articles on DBLP: 552: External Links. EMNLP2019. The following articles are merged in Scholar. Keynote Speaker: “Multimedia Question-Answering (MMQA)”, MMM ‘2011 (International Conference on Multimedia Modeling), Taipei, Taiwan, Jan 2011. Collaborators: NUS and Tsinghua University. DEPT OF COMPUTER SCIENCE . I devote my life to exploring and researching unstructured data analytics, recommendation systems, trustable AI, and emerging e-commerce & Fintech applications. ... Google Scholar. Source: National Natural Science Foundation of China, National Research Foundations, Singapore. (Civil Engineering & Computer Science, University of Leeds, UK, Jun 1979) AS6-05-08 651 62505 Suggest URL; Education & Career History. Names. Main Affiliation. EMNLP2019. Grant: S$200,000. Source: National Research Foundations, Singapore. 2013 Best Student Paper in ACM Multimedia (Zhang et al., Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval. 13-23. Title: NExT Search Center. Variants. (Civil Engineering & Computer Science, University of Leeds, UK, Jun 1979) AS6-05-08 651 62505 ACM SIGIR E-Commerce Workshop, For my current list of research topics, please refer to https://nextcenter.org/research. ... X Chen, F Feng, Y Li, TS Chua, L Yao, Y Song, D Jin. Title: Multilingual Multimodal Knowledge Graph (M3KG). Faculty. To further research emerging topics in these areas, I set up the Lab for Media Search (LMS) at SoC and conduct regular seminars. Source: Singapore Press Holdings, Singapore. Chengjiang Li, Yixin Cao*, Lei Hou, Jiaxin Shi, Juanzi Li and Tat-Seng Chua. IEEE Transactions on Knowledge and Data Engineering, 2019. 2017-Present: Distinguished Visiting Professor (杰出访问教授), Tsinghua University, China. ACM SIGMM Technical Achievement Award 2015 (for Outstanding Technical Contributions to Multimedia Computing, Communications, and Applications)​​, IEEE Transactions of Multimedia (IEEE) – (2000-2004), The Visual Computer (Springer-Verlag) – (1993-Present), Multimedia Tools and Applications (Kluwer) – (1998 – Present), ACM Transaction of Information Systems (ACM) – (2007 – present), Foundations and Trends in Information Retrieval (FTIR) – (2010 – 2017), Multimedia Modeling Conference (since 1993), ACM International Conference on Multimedia Retrieval (ICMR) (as ICMR Chair from 2015-2018), CIVR (Conference on Image & Video Retrieval) – Jul 2005 (Singapore), Computer Graphics International (CGI)- 1990 (Singapore); 2000 (Switzerland); 2001 (Hong Kong); 2003 (Japan), Multi-Media Modeling (MMM)-- 1993 (Singapore); 1995 (Singapore); 1997 (Singapore); 2003 (Taiwan), CIVR (Conference on Image & Video Retrieval) – Jul 2009 (Greece), Technical Program Committees and Area Chairs, Numerous conferences in computer graphics and multimedia areas, including ACM Multimedia, ACM SIGIR, ACL (Association of Computational Linguistics), EMNLP, WWW, Computer Graphics International (CGI), Computer Animation, Pacific Graphics, Multimedia Modeling (MMM), IEEE Int’l Conference on MM and Expo (ICME), Member of Review Panel: Program for “Interactive Multimodal Information Management”, under Swiss National “Centres of Competence in Research" (NCCR IM2), Switzerland (2006-2013), Member of Industrial Advisory Board: European Network of Excellence Program – INTERMEDIA (http://www.intermedia.miralab.unige.ch). Keynote Talk: “Challenges in Multimodal Conversational Search”. Their combined citations are counted only for ... Tat-Seng Chua National University of Singapore Verified email at comp ... X Wang, L Nie, Q Tian, B Chen, TS Chua. Source: Singapore Press Holdings, Singapore. Workshop on SoMeRA’14 (International Workshop on Social Media Retrieval and Analysis), ACM SIGIR ‘2014, Australia, Jul 2014. 2020 Best Paper Award, ACM Multimedia 2020 (Liang et al., PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music. In Proceedings of the 40th International ACM SIGIR conference on Research and Development in Information Retrieval. Google Scholar provides a simple way to broadly search for scholarly literature. Title: NExT++: Towards Web Intelligence and User Empowerment. Duration: Oct 2018 - Sep 2020. Keynote Talk: “Towards Explainability in AI and Multimedia Research”. Tat-Seng Chua National University of Singapore Verified email at comp.nus.edu.sg Lisa Brown Research Staff, IBM T.J. Watson Research Center Verified email at us.ibm.com Jinhui Tang (唐金辉) Nanjing University of Science and Technology Verified email at acm.org Keynote Talk: “Learning from Multiple Heterogeneous Social Networks”. Chua, T.-S. Chua T.-S . ... Ming Zhao Google Inc. the co-Director of NExT Center, a joint research center between NUS and Tsinghua University on Extreme Search. Generating Representative Views of Landmarks via Scenic Theme Detection, Taiwan, Jan 2011). Proceedings of the 26th ACM international conference on Multimedia, 843-851, 2018. Advances in Neural Information Processing Systems (NeurIPS), 10276-10286, 2019. Their combined citations are counted only for the first ... Tat-Seng Chua National University of Singapore Verified email at comp.nus.edu.sg. DBLP. He worked as a research fellow with Prof. Chua Tat-Seng in School of Computing, National University of Singapore (NUS), until Dec. 2010. He is also an AI researcher and entrepreneur in Singapore. Collaborator: Four Elements Capital. The following articles are merged in Scholar. Tat-Seng, C. Chua, Tat-Seng Chua, Tat Seng Chua, T.S. CHUA TAT SENG. Keynote Speaker: “Web-Scale Media Search: From Research Prototype to Commercial Applications”,  DICTA’2009 (Digital Image Computing: Techniques and Applications), Melbourne, 1-3 December 2009. The following articles are merged in Scholar. DBLP. Grant: S$500,000. Main Affiliation. Keynote Speaker: “Towards Web-Scale Media Content Analysis and Retrieval”, CIVR’2010 (International Conference on Image and Video Retrieval 2010), Xi’an, China, 5-7 July 2010. CoRR abs/2005.00701 (2020) National Natural Science Foundation of China, National Research Foundations, Singapore. Duration: Aug 2008 – Jun 2010. Keynote Speaker: “Extracting Knowledge form Community QA (cQA) Sites”, COLING Workshop (People’s Web Meets NLP), COLING’10 (23rdInternational Conference on Computational Linguistics 2010), Beijing, China, 23-28 August 2010. The following articles are merged in Scholar. Collaborator: Tsinghua University. Names. Keynote Talk: “Challenges in Multimodal Conversational Search”. Kyoto, Japan, January 2008, 2009 – Present: KITHCT Chair Professor, School of Computing, NUS, 2003 – Present: Professor, School of Computing, NUS, 1998-2000: Acting Dean, School of Computing, NUS, 1996-1998: Acting Head, Dept of Information Systems & Computer Science, Faculty of Science, NUS, 1996-2003: Associate Professor, School of Computing, NUS, 1990-1996: Senior Lecturer, Dept of Info Systems & Computer Science, NUS, 1988-1990: Research Staff member, Institute of Systems Science (now I2R), 1983-1988: Lecturer, Dept of Information Systems & Computer Science, NUS. CHUA Tat Seng KITHCT Chair Professor Director, NUS-Tsinghua Extreme Search Center (NExT) Ph.D. (Computer Science, University of Leeds, UK, Feb 1983) B.Sc. Neural factorization machines for sparse predictive analytics. Keynote Talk: “Multimedia Retrieval: Are We Doing it Right?” ACM ICMR (Int’l Conference on Multimedia Retrieval), Shanghai, China, Jun 2015. Tat-Seng Chua. In Proceedings of the 40th International ACM SIGIR conference on Research and Development in Information Retrieval. 2020-Present: Pao Yue-Kong Chair Professor (包玉刚讲座教授), Zhejiang University, China. Their combined citations are counted only for the ... Tat-Seng Chua National University of Singapore Verified email at comp ... S Zheng, TS Chua, B Schiele. Duration: May 2010 – Sep 2016. Proceedings of the 26th ACM international conference on Multimedia, 843-851, 2018. Their, This "Cited by" count includes citations to the following articles in Scholar. Keynote Talk: “Towards semantic Understanding of Videos: from Relation Inference to Causal Reasoning”. Verified email at google.com. You can find my works in a wide range of leading conferences and scholarly publications. Tat-Seng, C. Chua, Tat-Seng Chua, Tat Seng Chua, T.S. The ones marked, TS Chua, J Tang, R Hong, H Li, Z Luo, Y Zheng, Proceedings of the ACM international conference on image and video retrieval …, X He, L Liao, H Zhang, L Nie, X Hu, TS Chua, Proceedings of the 26th international conference on world wide web, 173-182, L Chen, H Zhang, J Xiao, L Nie, J Shao, W Liu, TS Chua, Proceedings of the IEEE conference on computer vision and pattern …, Proceedings of the 39th International ACM SIGIR conference on Research and …, J Sun, X Wu, S Yan, LF Cheong, TS Chua, J Li, 2009 IEEE Conference on Computer Vision and Pattern Recognition, 2004-2011, Proceedings of the 40th International ACM SIGIR conference on Research and …. ACM, 355--364. Keynote Talk: “From Image to Video: the connection between Vision and language”. Seattle, USA, Oct 2020), 2019 CSVT Transactions Best Paper Award, IEEE Trans on CSVT (26, 7,Jul 2016), 2018 Best Department Article Award, IEEE Multimedia (Cui, et al., Social Sensed Multimedia Computing, Jan 2016), 2016 Honorable Mention Award, ACM SIGIR’ 2016 (Zhang et al., Discrete Collaborative Filtering, Pisa Italy, Jul 2016), 2015 IEEE Multimedia Best Paper Award, IEEE Multimedia Magazine (Hu et al., Towards Multi-Screen Social TV with Geolocation-Aware Social Sense, 31(3): 10-19, 2014), 2015 Prize Paper Award Honorable Mention, IEEE Transactions on Multimedia (Hong et al., Movie2Comics: Towards a Lively Video Content Presentation, 14(3-2): 858-870, 2012), 2015 Best Paper Runner-up Award, MMM ‘2015 (Gao et al. IEEE ICME, Hong Kong, Jul 2017. the co-Director of NExT Center, a joint research center between NUS and Tsinghua University on Extreme Search. Their combined citations are counted only for the ... Tat-Seng Chua National University of Singapore Verified email at comp ... S Zheng, TS Chua, B Schiele. Google Scholar Digital Library Auto-Annotation of Paintings using Social Annotations, Domain Ontology and Transductive Inference, Hong Kong, Dec 2007). ... X Chen, F Feng, Y Li, TS Chua, L Yao, Y Song, D Jin. Duration: May 2017 – Apr 2019. Grant: S$12,000,000. Keynote Speaker: “Extracting Structured Knowledge from User-Generated Information Resources”, Workshop on SWSM (Social Web Search and Mining, Analysis under Crisis), in ACM SIGIR ‘2011, Beijing, China, 24-28 July 2011. ... Tat-Seng Chua. Google Scholar Digital Library Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. 2017. ChinaMM, Qingdao, Sep 2020. The system can't perform the operation now. Neural factorization machines for sparse predictive analytics. Grant: S$500,000. Google Scholar Profile; Personal Website for Tat-Seng Chua; List of Publications on DBLP. Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua: Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen. Since 2010, I have served as the co-Director of NExT Center, a joint research center between NUS and Tsinghua University on Extreme Search. The following articles are merged in Scholar. Please visit the following websites for more information. Their combined citations are counted only for ... Tat-Seng Chua National University of Singapore Verified email at comp ... X Wang, L Nie, Q Tian, B Chen, TS Chua. Chua, T.-S. Chua T.-S . My main research interests include unstructured data analytics, multimedia information retrieval, recommendation and conversation systems, and the emerging applications in e-commerce and fintech. Duration: Aug 2008 – Jun 2010, Invited presentations at scientific conferences/workshops. • Google Scholar • GitHub. ACM Multimedia Workshop on USAD (Understanding Subjective Attributes of Data), ACM Multimedia, Korea, Oct 2018. 2007 Best Paper Award, PCM ‘2007 (Marchenko et al. Profile Other Profile Full Name. Multimedia Social Event Detection in Microblog, Sydney, Australia, Jan 2015). Since 2010, I have served as the co-Director of NExT Center, a joint research center between NUS and Tsinghua University on Extreme Search. Tat-Seng Chua National University of Singapore Verified email at comp.nus.edu.sg Lisa Brown Research Staff, IBM T.J. Watson Research Center Verified email at us.ibm.com Jinhui Tang (唐金辉) Nanjing University of Science and Technology Verified email at acm.org Google Scholar About me I am currently a fourth-year Ph.D. student in the Department of Computer Science, National University of Singapore (NUS) , supervised by Prof. Tat-seng Chua … Google Scholar N. Fuhr and C. Buckley , Probabilistic document indexing from relevance feedback data . Their combined citations are counted only for the first ... Tat-Seng Chua National University of Singapore Verified email at comp.nus.edu.sg. Keynote Speaker: “Visual Dictionary: Toward a Higher-level Visual Representation for Object Categorization”,  SIGFRA’09 (The Singaporean-French IPAL Symposium), Singapore, 18-20 February, 2009, Keynote Speaker: “A Unified MMM Model for Media Content Analysis and Retrieval”, MMM 2008 (International Conference on Multimedia Modeling). Faculty. IEEE Transactions on Knowledge and Data Engineering, 2019. ACM, 355--364. To further research emerging topics in these areas, I set up the Lab for Media Search (LMS) at SoC and conduct regular seminars. Europe (2007-2010), Chair, The Public Sector R&D Projects Review Panel, SERC, ASTAR (2006- 2009), Chair, Board of Assessor, Certified IT Project Management (CITPM), Singapore (2000 -2012), Chair, Board of Assessor, Certification in Outsourcing Management for IT (COMIT), Singapore (2006-2006), ©2020 BY CHUA TAT SENG. The following articles are merged in Scholar. Try again later. 2016: Bian Jingwen; Song Xuemeng; Akbari Mohammad, 2014: Zhao Yiliang;  Zhang Hanwang;  Lin Jovian;  Ghasem Heyrani Nobari, 2013: Chen Xiangyu;  Amiri Hadi;  Yuan Jin;  Nie Liqiang, 2012: Li Guangda;  Katti Harish;  Yu Jianxing, 2008: Xu Huaxin; Shi Rui; Maslennikov Mstislav; Neo Shiyong, 2004: Zhao Yunlong; Chaisorn Lekha; Feng Huamin, Invited presentations at scientific conferences/workshops (since 2008 only). Keynote Talk: “From Affective Analysis to Actionable Attributes”. Title: Intelligent Local Media Search. As an academic, I supervise many Ph.D. students and manage the NExT++ Center, a joint research center between NUS and Tsinghua University focusing on Extreme Search. National University of Singapore - Cytowany przez 31 771 - Multimedia Information Retrieval - Live Social Media Analysis Tat-seng Chua National University of Singapore. Suggest URL; Education & Career History. In: Proceedings of 13th International Conference on Research and Development in IR ( Brussels , … Jul 2020. ... Liqiang Nie and Tat-Seng Chua WSDM 2021 (Full) Codes In the Year of 2020: pdf: Heterogeneous Fusion of Semantic and Collaborative Information for Visually-Aware Food Recommendation Lei Meng, Fuli Feng, Xiangnan He, Xiaoyan Gao and Tat-Seng Chua Title: Base Metals Price Forecasting from Alternate Data Sources Using AI. 2017. DEPT OF COMPUTER SCIENCE . Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. CHUA TAT SENG rp09658 Collaboration Map View Statistics Email Alert RSS Feed. ... Google Scholar. • Google Scholar • GitHub. 2007 Best Paper Award, MMM’ 2007 (Marchenko et al., Ontology-based Annotation of Paintings using Transductive Inference Framework, Springer-Verlag, LNCS 4351. Grant: S$2,300,000. Google Scholar Profile; Personal Website for Tat-Seng Chua; List of Publications on DBLP. COPYRIGHT RESERVED, I'm a professor of computer science at the National University of Singapore, My main research interests include unstructured data analytics, multimedia information retrieval, recommendation and conversation systems, and the emerging applications in e-commerce and fintech. ... Liqiang Nie and Tat-Seng Chua WSDM 2021 (Full) Codes In the Year of 2020: pdf: Heterogeneous Fusion of Semantic and Collaborative Information for Visually-Aware Food Recommendation Lei Meng, Fuli Feng, Xiangnan He, Xiaoyan Gao and Tat-Seng Chua Duration: Oct 2016 – Mar 2021. For my current list of research topics, please refer to. National University of Singapore. [6] TransNFCM: Translation-Based Neural Fashion Compatibility Modeling.Xun Yang, Yunshan Ma, Lizi Liao, Meng Wang & Tat-Seng Chua.AAAI Conference on Artificial Intelligence (AAAI), 2019 [7] Person Re-identification via Structural Deep Metric Learning.Xun Yang, Peicheng Zhou & Meng Wang.IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018 The following articles are merged in Scholar. CHUA TAT SENG rp09658 Collaboration Map View Statistics Email Alert RSS Feed. Keynote Speaker: “Live Social Monitors: Learning the Social Pulses of a City from User-Generated Contents”. The 13th Int’l Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), Dublin, Ireland, May 2012. Dr. Richang Hong received his Ph.D. degrees in July 2008 from the University of Science and Technology of China (USTC). Keynote Speaker: “Learning the Social Pulses of a City from User-Generated Contents”, Workshop on Social Behavioural Networked Media Access (SBNMA’11), in ACM Multimedia ‘2011, Arizona, USA, 28 Nov – 1 Dec 2011. IEEE BigMM, Singapore, Sep 2019. Jan 2008). Source: Infocomm Media Development Authority & National Research Foundation, Singapore. 2010 Best Paper Award, ACM Multimedia 2010 (Hong et al., Dynamic Captioning: Video Accessibility Enhancement for Hearing Impairment, Florence, Italy, Oct 2010), 2008 Best Student Paper Award, MMM’ 2008 (Zheng et al., Object-based Image Retrieval beyond Visual Appearances, Tokyo, Japan. Multilingual Multimodal Knowledge Graph (M3KG). Keynote Talk: “AI x MM – Booster for the Fashion Industry”. Google Scholar; Xiangnan He and Tat-Seng Chua. ACM ICMR, Ottawa, Canada, June 2019. Grant: S$2,300,000. YT Zheng, M Zhao, Y Song, H Adam, U Buddemeier, A Bissacco, ... 2009 IEEE Conference on Computer Vision and Pattern Recognition, 1085-1092, J Chen, H Zhang, X He, L Nie, W Liu, TS Chua, Artificial Intelligence 176 (1), 2291-2320, Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), Proceedings of the 18th ACM conference on Information and knowledge …, Proceedings of the 26th Annual International Conference on Machine Learning …, Proceedings of the 28th annual international ACM SIGIR conference on …, Proceedings of the third ACM international conference on Multimedia, 305-313, Proceedings of the 49th annual meeting of the association for computational …, J Xiao, H Ye, X He, H Zhang, F Wu, TS Chua, Proceedings of the 32nd international ACM SIGIR conference on Research and …, ACM Computing Surveys (CSUR) 44 (4), 1-24, New articles related to this author's research, Nanjing University of Science and Technology, Associate Professor, National University of Singapore, Department of Computer Science, Digipen Institute of Technology, Associate Professor of Computer Science and Engineering, Texas A&M University, Professor of Computer Science, National University of Singapore, Professor, School of Computer Science, Fudan University, Computer Science, University of Central Florida, NUS-WIDE: a real-world web image database from National University of Singapore, Toward scalable systems for big data analytics: A technology tutorial, Sca-cnn: Spatial and channel-wise attention in convolutional networks for image captioning, Fast matrix factorization for online recommendation with implicit feedback, Hierarchical spatio-temporal context modeling for action recognition, Neural factorization machines for sparse predictive analytics, Tour the world: building a web-scale landmark recognition engine, Attentive collaborative filtering: Multimedia recommendation with item-and component-level attention, Exploiting internal and external semantics for the clustering of short texts using world knowledge, Domain adaptation from multiple sources via auxiliary classifiers, Question answering passage retrieval using dependency relations, Visual translation embedding network for visual relation detection, An integrated color-spatial approach to content-based image retrieval, Aspect ranking: identifying important product aspects from online consumer reviews, Attentional factorization machines: Learning the weight of feature interactions via attention networks, A syntactic tree matching approach to finding similar questions in community-based qa services, Assistive tagging: A survey of multimedia tagging with human-computer joint exploration. 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Statistics email Alert RSS Feed, F Feng, Y Li, TS Chua,.... Multimedia Workshop on Heterogeneous Information Access, Pisa, Italy, Jul 2016 Shi, Juanzi Li Tat-Seng. Jiaxin Shi, Juanzi Li and Tat-Seng Chua, Tat-Seng Chua, Zhiyuan Liu and Heng Ji Conversational ”! Vision and language ” of Computing Scenic Theme Detection, Taiwan, 2015... Keynote Speaker: “ from Affective Analysis to Actionable analytics ” Transductive Inference, Hong,... Daejeon, Korea, Jan 2011 ) Collaboration Map View Statistics email Alert RSS Feed tat seng chua google scholar rp09658 Collaboration Map Statistics. Research and Development in Information Retrieval Research Foundations, Singapore Singapore, Dec 2012 Multimodal Conversational ”! Understanding of Videos: from Relation Inference and Causal Reasoning ” proceedings of 26th... Chen, F Feng, Y Song, tat seng chua google scholar Jin scientific conferences/workshops of Center. Alternate Data sources using AI Ireland, May 2012 Center, a Research... 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