Refereed Publications in Data Mining & Analytics

ID	YEAR	AUTHORS	TITLE	ACCEPT. RATE
34	May 2024	Sourav S Bhowmick, Hui Li, Annabel S. H. Chen, Yining Zhao	Social Psychology Meets Social Computing: State of the Art and Future Directions In the Proceedings of the ACM Web Conference (ACM WWW) ACM Press, Singapore (Tutorial)	-
33	June 2023	Hui Li, Mengting Xu, Sourav S Bhowmick, Shafiq Joty, Changsheng Sun, Jiangtao Cui	PIANO: Influence Maximization Meets Deep Reinforcement Learning IEEE Transactions on Computational Social Systems (IEEE TCSS) 10(3), IEEE CS Press. Code	-
32	Oct 2021	Castillo Clarence Fitzgerald Gumtang, Sourav S Bhowmick	Kandinsky Mobile: Abstract Art-Inspired Interactive Visualization of Social Discussions on Mobile Devices. In Proceedings of 29th ACM International Conference on Multimedia (ACM MM 2021) ACM Press, Virtual (Interactive Arts Track). Video	-
31	June 2020	Hui Li, Hui Li, Sourav S Bhowmick	CHASSIS: Conformity Meets Online Information Diffusion In the Proceedings of 46th ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2020) ACM Press, Portland, USA. Technical Report Talk	-
30	May 2020	Hui Li, Hui Li, Sourav S Bhowmick	BRUNCH: Branching Structure Inference of Hybrid Multivariate Hawkes Processes with Application to Social Media In the Proceedings of the 24^th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2020) Springer-Verlag, Singapore	Acceptance Rate: 21%
29	July 2019	Christina Lui, Sourav S Bhowmick, Adam Jatowt	KANDINSKY: Abstract Art-Inspired Visualization of Social Discussions In Proceedings of 42nd international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2019) ACM Press, Paris, France (Demo). Video	-
28	June 2019	Jin Yao Chin, Sourav S Bhowmick, Adam Jatowt	On-Demand Recent Personal Tweets Summarization on Mobile Devices Journal of the Association for Information Science and Technology (JASIST) 70(6), Wiley Publisher (IF 2.835)	-
27	July 2018	Min Min Chew, Sourav S Bhowmick, Adam Jatowt	Ranking Without Learning: Towards Historical Relevance-based Ranking of Social Images In Proceedings of 41st international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2018) ACM Press, Ann Arbor, USA.	Acceptance Rate: 30%
26	July 2018	Boon Siew Seah, Aixin Sun, Sourav S Bhowmick	Killing Two Birds With One Stone: Concurrent Ranking of Tags and Comments of Social Images In Proceedings of 41st international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2018) ACM Press, Ann Arbor, USA.	Acceptance Rate: 30%
25	August 2017	Jin Yao Chin, Sourav S Bhowmick, Adam Jatowt	TOTEM: Personal Tweets Summarization on Mobile Devices In Proceedings of 40th international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2017) ACM Press, Tokyo, Japan (Demo). Video	-
24	Sept 2015	Boon Siew Seah, Sourav S Bhowmick, Aixin Sun	PRISM: Concept-preserving Summarization of Top-K Social Image Search Results In the Proceedings of 41st International Conference on Very Large Data Bases (VLDB 2015) Hawaii, USA (Demo).	Acceptance Rate: 49/150
23	May-June 2015	Hui Li, Sourav S Bhowmick, Jiangtao Cui, Yunjun Gao, Jianfeng Ma	GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks In the Proceedings of 41st ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2015) ACM Press, Melbourne, Australia. Nomination for the Best paper award	Acceptance Rate: 25.6%
22	Jan 2015	Hui Li, Sourav S Bhowmick, Aixin Sun, J Cui	Conformity-aware Influence Maximization in Online Social Networks The VLDB Journal, 24(1), Springer-Verlag.	-
21	July 2014	Boon-Siew Seah, Sourav S Bhowmick, Aixin Sun	PRISM: Concept-preserving Social Image Search Results Summarization In Proceedings of 37th international ACM SIGIR conference on Research and Development in Information Retrieval (ACM SIGIR 2014) ACM Press, Gold Coast, Australia. A Video of PRISM	Acceptance Rate: 21%
20	June 2014	Kaiyu Feng, Gao Cong, Sourav S Bhowmick, Shuai Ma	In Search of Influential Event Organizers in Online Social Networks In the Proceedings of 40th ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2014) ACM Press, Snowbird, Utah, USA.	Acceptance Rate: 25%
19	Apr 2014	Boon-Siew Seah, Sourav S Bhowmick, Aixin Sun	Summarizing Social Image Search Results In the Proceedings of 23rd ACM International World Wide Web Conference (ACM WWW 2014) ACM Press, Seoul, South Korea (Poster).	Acceptance Rate: 91/566
18	Apr 2014	Sourav S Bhowmick, Aixin Sun, Ba Quan Truong	Why Not, WINE? In the Proceedings of 23rd ACM International World Wide Web Conference (ACM WWW 2014) ACM Press, Seoul, South Korea (Demo). A Video of WINE	Acceptance Rate: 28/84
17	Jan 2014	Hui Li, Sourav S Bhowmick, Aixin Sun, J. Cui.	Affinity-driven Blog Cascade Analysis and Prediction Data Mining and Knowledge Discovery (DMKD) (IF 2.877), 28(2), Springer	-
16	Oct 2013	Sourav S Bhowmick, Aixin Sun, Ba Quan Truong	Why Not, WINE?: Towards Answering Why-Not Questions in Social Image Search In the Proceedings of 21st ACM Conference on Multimedia (ACM MM 2013) ACM Press, Barcelona, Spain	Acceptance Rate: 20%
15	Mar 2013	Hui Li, Sourav S Bhowmick, Aixin Sun	CINEMA: Conformity-Aware Greedy Algorithm for Influence Maximization in Online Social Networks In the Proceedings of 16th International Conference on Extending Database Technology (EDBT 2013) ACM Press, Genoa, Italy	Acceptance Rate: 20.6%
14	June 2012	Ba Quan Truong, Aixin Sun, Sourav S Bhowmick	Content is Still King: The Effect of Neighborhood Voting Schemes on Tag Relevance for Social Image Retrieval In the Proceedings of 2nd ACM International Conference on Multimedia Retrieval (ACM ICMR 2012) ACM Press, Hong Kong, China	Acceptance Rate: 18% (Oral)
13	Apr 2012	Ba Quan Truong, Aixin Sun, Sourav S Bhowmick	CASIS: A System for Concept-Aware Social Image Search In the Proceedings of 21st ACM International Conference on World Wide Web (ACM WWW 2012) ACM Press, Lyon, France (Demo). Video
12	Nov-Dec 2011	Aixin Sun, Sourav S Bhowmick, Jun-An Chong	Social Image Tag Recommendation By Concept Matching In the Proceedings of 19th ACM Conference on Multimedia (ACM MM 2011) ACM Press, Scottsdale, Arizona, USA (Short)
11	Oct 2011	Hui Li, Sourav S Bhowmick, Aixin Sun	CASINO: Towards Conformity-Aware Social Influence Analysis in Online Social Networks In the Proceedings of 20th ACM Conference of Information and Knowledge Management (ACM CIKM 2011) ACM Press, Glasgow, Scotland (Short) Extended version	Acceptance Rate: 25%
10	2011	Aixin Sun, Sourav S Bhowmick, Khanh Tran Nam Nguyen, Ge Bai	Tag-based Social Image Retrieval: An Empirical Evaluation Journal of the American Society of Information Science and Technology (JASIST), 62(12) (IF 2.3)	-
9	July 2011	Hui Li, Sourav S Bhowmick, Aixin Sun	AffRank: Affinity-Driven Ranking of Products in Online Social Rating Networks. Journal of the American Society of Information Science and Technology (JASIST), 62(7) (IF 2.3)	-
8	2011	Aixin Sun, Sourav S. Bhowmick	Quantifying Visual-Representativeness of Social Image Tags using Image Tag Clarity. Social Media Modeling and Computing, Steven C.H. Hoi, et al (Eds.), Springer-Verlag	-
7	Oct 2010	Hui Li, Sourav S Bhowmick, A Sun	Affinity-Driven Prediction and Ranking of Products in Online Product Review Sites In the Proceedings of 19^thACM International Conference on Information and Knowledge Management (ACM CIKM 2010) ACM Press, Toronto, Canada (Short paper).	Acceptance Rate: 31%
6	Oct 2010	A Sun, Sourav S Bhowmick	Quantifying Tag Representativeness of Visual Content of Social Images In the Proceedings of 18th ACM International Conference on Multimedia (ACM MM 2010) ACM Press, Firenze, Italy	Acceptance Rate: 16%
5	Oct 2010	A Sun, Sourav S Bhowmick	Searching and Browsing Social Images through iAVATAR ACM Multimedia Grand Challenge (ACM MM 2010) Firenze, Italy
4	Sept 2010	A Sun, Sourav S Bhowmick, Y Liu	iAVATAR: An Interactive Tool for Finding and Visualizing Visual-Representative Tags in Image Search In the Proceedings of 36^thInternational Conference on Very Large Data Bases (VLDB 2010) Singapore (Demo paper) Video	Acceptance Rate: 36%
3	Oct 2009	Aixin Sun, Sourav S Bhowmick	Image Tag Clarity: In Search of Visual-Representative Tags for Social Images. In ACM Workshop on Social Media (in conjunction with ACM MM 2009) ACM Press, Beijing, China Nominated for Best Paper Award.
2	Nov 2009	Li Hui, Sourav S Bhowmick, Aixin Sun	Blog Cascade Affinity: Analysis and Prediction In the Proceedings of 18^thACM International Conference on Information and Knowledge Management (ACM CIKM 2009) ACM Press, Hong Kong, China.	Acceptance rate 14.5%
1	Oct 2008	Q Zhao, S S Bhowmick, X Zheng, K Yi	Characterizing and Predicting Community Members from Evolutionary and Heterogeneous Networks In the Proceedings of 17^thACM International Conference on Information and Knowledge Management (ACM CIKM 2008) ACM Press, Napa Valley, California, USA	Acceptance rate 17%

BIOLOGICAL DATA ANALYTICS

ID	YEAR	AUTHORS	TITLE	ACCEPT. RATE
38	Nov 2024	Baihui Xu, Sourav S Bhowmick, Jiancheng Hu	PANACEA: Towards Influence-driven Profiling of Drug Target Combinations in Cancer Signaling Networks In the Proceedings of 15th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM BCB 2024) ACM Press, Shenzhen, China Technical Report Code
37	Aug 2022	Huey Eng Chua, Lisa Tucker-Kellogg, Sourav S Bhowmick	ArcheGEO: Towards Improving Relevance of Gene Expression Omnibus Search Results In the Proceedings of 13th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM BCB 2022) ACM Press, Chicago, USA Code	-
36	Jan 2018	Huey Eng Chua, Sourav S Bhowmick, Jie Zheng	TROVE: A User-friendly Tool for Visualizing and Analyzing Cancer Hallmarks in Signaling Networks Bioinformatics, 34(2), Oxford Univ Press. Video Code	-
35	Oct 2017	Huey Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg	Synergistic Target Combination Prediction From Curated Signaling Networks: Machine Learning Meets Systems Biology and Pharmacology Methods, Vol 129, Elsevier Science (Invited Paper)	-
34	Aug 2017	Huey Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg	TINTIN: Exploiting Target Features for Signaling Network Similarity Computation and Ranking In the Proceedings of 8th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM BCB 2017) ACM Press, Boston, USA Code	-
33	May 2017	Sourav S Bhowmick, Boon-Siew Seah	Summarizing Biological Networks Springer Verlag, ISBN 978-3-319-54620-9, Pages: 146.	-
32	Dec 2016	Huey Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg, and C Forbes Dewey, Jr	TENET: A Machine Learning-based System for Target Characterization in Signaling Networks In the Proceedings of 16th IEEE Conference on Data Mining (IEEE ICDM 2016) IEEE CS, Barcelona, Spain (Demo) Code	Acceptance Rate: -
31	Dec 2016	Boon Siew Seah, Sourav S Bhowmick, Huey Eng Chua, Mengxuan Chen, and C Forbes Dewey, Jr	FacetsViewer: A Tool for Multi-faceted Decomposition of Complex Networks In the Proceedings of 16th IEEE Conference on Data Mining (IEEE ICDM 2016) IEEE CS, Barcelona, Spain (Demo) Video Code	Acceptance Rate: -
30	Oct 2016	Huey Eng Chua, Sourav S Bhowmick, Zheng Jie, Lisa Tucker-Kellogg	TAPESTRY: Network-centric Target Prioritization in Disease-related Signaling Networks In the Proceedings of 7th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM BCB 2016) ACM Press, Seattle, USA Software	Acceptance Rate: 47/112
29	Oct 2016	Shital K Mishra, Sourav S Bhowmick, Huey Eng Chua, Zheng Jie	Predictive Modeling of Drug Effects on Signaling Pathways in Diverse Cancer Cell Lines In the Proceedings of 7th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM BCB 2016) ACM Press, Seattle, USA	Acceptance Rate: 47/112
28	March 2016	Sourav S Bhowmick, Boon Siew Seah	Clustering and Summarizing Protein-Protein Interaction Networks: A Survey IEEE Transactions on Data and Knowledge Engineering (TKDE), 28(3), IEEE CS	-
27	Oct 2015	Huey Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg, C F Dewey, Jr	TENET: Topological Feature-based Target Characterization in Signaling Networks Bioinformatics, 31(20), Oxford Univ Press. Technical Report Software	-
26	January 2015	Shital K Mishra, Sourav S Bhowmick, Huey Eng Chua, Fan Zhang, Jie Zheng	Computational Cell Fate Modelling for Discovery of Rewiring in Apoptotic Network for Enhanced Cancer Drug Sensitivity BMC Systems Biology, 9:S4, Biomed Central.	-
25	Oct 2014	Boon-Siew Seah, Sourav S Bhowmick, C. Forbes Dewey, Jr.	DiffNet: Automatic Differential Functional Summarization of dE-MAP Networks Methods (IF 4.15), 69, Elsevier Science (Invited Paper) Code	-
24	Sep 2014	Huey Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg	One Feature Doesn’t Fit All: Characterizing Topological Features of Targets in Signaling Networks In the Proceedings of 5th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM BCB 2014) ACM Press, Newport Beach, California, USA	Acceptance Rate: -
23	Sep 2014	Boon-Siew Seah, Sourav S Bhowmick, C. Forbes Dewey, Jr.	DualAligner: A Dual Alignment-based Strategy to Align Protein Interaction Networks Bioinformatics (IF 5.32), 30(18), Oxford Univ Press Software	-
22	Jan 2014	Sourav S Bhowmick, Huey Eng Chua, Jie Zheng	INGOT: Towards Network-driven In Silico Combination Therapy In the Proceedings of 1st International Conference on Big Data and Smart Computing (BigComp 2014) IEEE CS, Bangkok, Thailand (Invited Paper)
21	Nov 2012	Boon-Siew Seah, Sourav S Bhowmick, C. Forbes Dewey, Jr.	FACETS: Multi-faceted Functional Decomposition of Protein Interaction Networks Bioinformatics (IF 5.47), 28(20), Oxford Univ Press Software	-
20	Oct 2012	Huey Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg, C. F. Dewey, Jr	STEROID: In Silico Heuristic Target Combination Identification for Disease-Related Signaling Networks In the Proceedings of 3rd ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM BCB 2012) ACM Press, Orlando, Florida, USA Extended version	Acceptance Rate: 20.7%
19	Sept 2012	L. Venkatraman, Ser-Mien Chia, B. C. Narmada, Jacob K White, Sourav S Bhowmick, C. Forbes Dewey, Jr., Peter So, Lisa Tucker-Kellogg, Hanry Yu	Plasmin Triggers a Switch-like Decrease in Thrombospondin-Dependent Activation of TGF-beta1 Biophysical Journal, 103(5), Elsevier Science (IF 4.22)	-
18	Mar 2012	Boon-Siew Seah, Sourav S Bhowmick, C F Dewey,Jr, Hanry Yu	FUSE: A Profit Maximization Approach for Functional Summarization of Biological Networks BMC Bioinformatics, 13(S3), Biomed Central (IF 3.03) (Special Issue on Best Papers of ACM BCB 2011)
17	Jan 2012	Huey-Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg, Qing Zhao, C F Dewey, Hanry Yu	In Silico Identification of Endo16 Regulators in the Sea Urchin Endomesoderm Gene Regulatory Network In the Proceedings of 2nd ACM SIGHIT International Health Informatics Symposium ACM Press, Miami, Florida, USA	Acceptance Rate: 25.4%
16	Jan 2012	Huey-Eng Chua, Sourav S Bhowmick, Lisa Tucker-Kellogg, Yingqi Wang, C F Dewey, Hanry Yu	PANI: An Interactive Data-Driven Tool for Target Prioritization in Signaling Networks In the Proceedings of 2nd ACM SIGHIT International Health Informatics Symposium ACM Press, Miami, Florida, USA (Demo) Video
15	Jan 2012	Boon-Siew Seah, Sourav S Bhowmick, C F Dewey, Hanry Yu	FUSE: A System for Data-Driven Multi-Level Functional Summarization of Protein Interaction Networks In the Proceedings of 2nd ACM SIGHIT International Health Informatics Symposium ACM Press, Miami, Florida, USA (Demo) Video
14	2011	L Venkatraman, Huipeng Li, C. F. Dewey, J. K. White, Sourav S Bhowmick, Hanry Yu, Lisa Tucker-Kellogg	The Steady States and Dynamics of Urokinase-mediated Plasmin Activation In Silico and In Vitro Biophysical Journal, 101(8), Elsevier Science (IF 4.2)	-
13	Aug 2011	Boon-Siew Seah, Sourav S Bhowmick, C F Dewey, Jr, Hanry Yu	FUSE: Towards Multi-Level Functional Summarization of Protein Interaction Networks In the Proceedings of 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM BCB 2011) ACM Press, Chicago, USA Best Paper Award	Acceptance Rate: 19%
12	Aug 2011	Huey-Eng Chua, Sourav S Bhowmick, Qing Zhao, L Tucker-Kellogg, C F Dewey, Jr, Hanry Yu	PANI: A Novel Algorithm for Fast Discovery of Putative Target Nodes in Signaling Networks In the Proceedings of 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM BCB 2011) ACM Press, Chicago, USA (Short) Extended version
11	March 2010	W.-X. Zhang, Lisa Tucker-Kellogg, B.C. Narmada, L. Venkatraman, S. Chang, Y. Lu, Nancy Tan, J. White, C. F. Dewey, S S Bhowmick, Peter So, S Shen, Hanry Yu	Cell Delivery Therapeutics for Liver Regeneration Advanced Drug Delivery Reviews (ADDR) 62(7-8), Elsevier Science (IF 8.3)	-
10	Jan 2010	L Venkatraman, Hanry Yu, Sourav S Bhowmick, C F Dewey, Jr, L Tucker-Kellogg	The Steady States and Dynamics of Urokinase Mediated Plasmin Activation In the Proceedings of 15^th Pacific Symposium of Biocomputing (PSB 2010) Hawai, USA.
9	Apr 2010	Yang Song, Sourav S Bhowmick	BIDEL: An XML-based System for Effective Fast Change Detection of Genomic and Proteomic Data In the Proceedings of 15^thInternational Conference on Database Systems for Advanced Applications (DASFAA 2010) Springer Verlag, Tsukuba, Japan (Demo paper) Code
8	Apr 2007	Y Song, S S Bhowmick, C F Dewey	BioDIFF: An Effective Fast Change Detection Algorithm for Biological Annotations In the Proceedings of 12^th International Conference on Database Systems for Advanced Applications (DASFAA 2007) Springer Verlag, Bangkok, Thailand Code	Acceptance rate 18.7%
7	Feb 2005	Yang Song, S S Bhowmick, S K Madria	Bio2X: A Rule-based Approach to Semi-automatic Transformation of Semistructured Biological Data to XML Data and Knowledge Engineering Journal (DKE) 52(2): pp. 249-271, Elsevier Science	-
6	Nov 2004	Song Yang, S S Bhowmick	BioDiff: An Effective Fast Change Detection Algorithm for Genomic and Proteomic Data In the Proceedings of the 13^th ACM International Conference on Information and Knowledge Management (ACM CIKM 2004) Springer Verlag, Beijing, China (Poster Paper) Code
5	Nov 2003	S S Bhowmick, Vivek Vedagiri, Amey Laud	HyperThesis: The gRNA Spell on the Curse of Bioinformatics Applications Integration In the Proceedings of the 12^th ACM International Conference on Information and Knowledge Management (ACM CIKM 2003) ACM Press, New Orleans, USA	Acceptance rate 15%
4	Sep 2003	S S Bhowmick, Dadabhai T Singh, Amey Laud	Data Management Issues in Metaboloinformatics - Issues and Challenges In the Proceedings of the 14^th International Conference on Database and Expert Systems Applications (DEXA 2003) Springer-Verlag, Prague, Czech Republic
3	Mar 2003	S S Bhowmick, Pedro Cruz, Amey Laud	XomatiQ: Living with Genomes, Proteomes, Relations and a Little Bit of XML In the Proceedings of the 19^th IEEE International Conference on Data Engineering (ICDE 2003) IEEE Computer Society, Bangalore, India
2	Aug 2002	A Laud, S S Bhowmick, P Cruz, D T Singh, G Rajesh	The gRNA: A Highly Programmable Infrastructure for Prototyping, Developing and Deploying Genomics-Centric Applications In the Proceedings of the 28^th International Conference on Very Large Data Bases (VLDB 2002) Morgan Kauffmann, Hong Kong, China
1	Jun 2002	S S Bhowmick, Pedro Cruz, A Laud	Warehousing and Querying Biological Data using the gRNA In the Proceedings of the International Workshop on Bioinformatics (in conjunction with ISMIS 2002) Lyon, France

TIME SERIES ANALYTICS

ID	YEAR	AUTHORS	TITLE	ACCEPT. RATE
6	Aug 2024	Rundong Zuo, Guozhong Li, Rui Cao, Byron Choi, Jianliang Xu, Sourav S Bhowmick	DARKER: Efficient Transformer with Data-driven Attention Mechanism for Time Series. In Proceedings of 50th International Conference on Very Large Data Bases (VLDB 2024) ACM Press, Guangzhou, China.	21%
5	Feb 2023	Rundong Zuo, Guozhong Li, Byron Choi, Sourav S Bhowmick, Daphne Mah, Grace L.H. Wong	SVP-T: A Shape-level Variable-Position Transformer for Multivariate Time Series Classification In Proceedings of 37th AAAI Conference on Artificial Intelligence (AAAI 2023) AAAI Press, Washington, D.C., USA.	Acceptance Rate: 19.6%
4	May 2022	Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Daphne Mah, Grace Wong	IPS: Instance Profile for Shapelet Discovery for Time Series Classification In the Proceedings of 38th IEEE International Conference on Data Engineering (ICDE 2022) IEEE CS, Kuala Lumpur, Malaysia Code	-
3	March 2022	Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Kwok-Pan Chun, Grace Wong	Efficient Shapelet Discovery for Time Series Classification IEEE Transactions on Data and Knowledge Engineering (TKDE), 34(3), IEEE CS Code	-
2	Feb 2021	Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Kwok-Pan Chun, Grace L.H. Wong	ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification In Proceedings of 35th AAAI Conference on Artificial Intelligence (AAAI 2021) Vancouver, Canada. Code	Acceptance Rate: 21%
1	October 2020	Guozhong Li, Byron Choi, Sourav S Bhowmick, Grace L.H. Wong, Kwok-Pan Chun, Shiwen Li	Visualet: Visualizing Shapelets for Time Series Classification In the Proceedings of 29th ACM International Conference on Information and Knowledge Management (CIKM 2020) ACM Press, Galway, Ireland (Demo).	Acceptance Rate: 60/160

EVOLUTION ANALYTICS

ID	YEAR	AUTHORS	TITLE	ACCEPT. RATE
32	November 2019	Adam Jatowt, Ricardo Campos, Sourav S Bhowmick, Antoine Doucet	Document in Context of the Time (DICT): Providing Temporal Context for Supporting Analysis of Past Documents In the Proceedings of 28th ACM International Conference on Information and Knowledge Management (CIKM 2019) ACM Press, Beijing, China (Demo).	-
31	September 2019	Yijun Duan, Adam Jatowt, Sourav S. Bhowmick, Masatoshi Yoshikawa	Mapping Entity Sets in News Archives across Time Data Science and Engineering (DSE), 4(3), Springer-Verlag (Invited, Best of DASFAA 2019)	-
30	Apr 2019	Yijun Duan, Adam Jatowt, S S Bhowmick, M Yoshikawa	Typicality-based Identification of Across-time Comparable Entity Pairs in News Archives In the Proceedings of the 24^th International Conference on Database Systems for Advanced Applications (DASFAA 2019) Springer Verlag, Chiangmai, Thailand (Best Papers of DASFAA 2019)	Acceptance rate: 18%
29	February 2019	Yating Zhang, Adam Jatowt, Sourav S Bhowmick, Yuji Matsumoto	ATAR: Aspect-based Temporal Analog Retrieval System for Document Archives. In the Proceedings of 12th ACM International Conference on Web Search and Data Mining (WSDM 2019) ACM Press, Melbourne, Australia (Demo).	-
28	October 2018	Adam Jatowt, Ricardo Campos, Sourav S Bhowmick, Nina Tahmasebi, Antoine Doucet	Every Word has its History: Interactive Exploration and Visualization of Word Sense Evolution. In the Proceedings of 27th ACM International Conference on Information and Knowledge Management (CIKM 2018) ACM Press, Turin, Italy (Demo).	Acceptance Rate: 26/102
27	October 2016	Yating Zhang, Adam Jatowt, Sourav S Bhowmick, Katsumi Tanaka	The Past is Not a Foreign Country: Detecting Semantically Similar Terms across Time IEEE Transactions on Data and Knowledge Engineering (TKDE), 28(10), IEEE CS
26	July 2015	Yating Zhang, Adam Jatowt, Sourav S Bhowmick, Katsumi Tanaka	Omnia Mutantur, Nihil Interit: Connecting Past with Present by Finding Corresponding Terms across Time In the Proceedings of 53rd Annual Meeting of the Association for Computational Linguistics (ACL 2015) Beijing, China.	Acceptance Rate: 25%
25	Aug 2009	Ling Chen, S S Bhowmick, W Nejdl	NEAR-Miner: Mining Evolution Associations of Web Site Directories for Efficient Maintenance of Web Archives In the Proceedings of 35^thInternational Conference on Very Large Data Bases (VLDB 2009) Lyon, France	Acceptance rate 17.9%
24	Oct 2009	L Chen, S S Bhowmick, W Nejdl	COWES: Web User Clustering Based on Evolutionary Web Sessions Data and Knowledge Engineering Journal (DKE) 68(10), Elsevier Science (IF 1.75)	-
23	Apr 2009	Ling Chen, S S Bhowmick	In the Search of NECTARs from Evolutionary Trees In the Proceedings of 14^thInternational Conference on Database Systems for Advanced Applications (DASFAA 2009) Springer Verlag, Brisbane, Australia	Acceptance rate 21%
22	Apr 2009	S S Bhowmick	On the Discovery of Conserved XML Query Patterns for Evolution-Conscious Caching In the Proceedings of 14^thInternational Conference on Database Systems for Advanced Applications (DASFAA 2009) Springer Verlag, Brisbane, Australia Extended version	Acceptance rate 21%
21	May 2007	L Chen, S S Bhowmick, W Nejdl	Mirror Site Maintenance Based on Evolution Associations of Web Directories In the Proceedings of 16^th ACM International Conference on World Wide Web (ACM WWW 2007) ACM Press, Banff, Canada (Poster Paper)
20	Aug 2006	Q Zhao, T-Y Liu, S S Bhowmick, W-Y Ma	Event Detection From Evolution of Click-Through Data In the Proceedings of the 12^th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD 2006) ACM Press, Philadelphia, USA. ACM Student Travel Award	Acceptance rate 11%
19	May 2006	Q Zhao, C-H Hoi, T-Y Liu, S S Bhowmick, M R Lyu, W-Y Ma	Time - Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data In the Proceedings of the 15^th ACM International Conference on World Wide Web (WWW 2006) ACM Press, Edinburgh, Scotland	Acceptance rate 11%
18	April 2006	Q Zhao, S S Bhowmick, L Gruenwald	CLEOPATRA: Evolutionary Pattern-based Clustering of Web Usage Data In the Proceedings of the 10^th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006) Springer-Verlag, Singapore	Acceptance rate 13.4%
17	April 2006	Q Zhao, S S Bhowmick, A Sun	iWED: An Integrated Multigraph Cut-based Approach for Detecting Events From a Web Site In the Proceedings of the 10^th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006) Springer-Verlag, Singapore	Acceptance rate 13.4%
16	Dec 2006	Q Zhao, Ling Chen, S S Bhowmick, S K Madria	XML Structural Delta Mining: Issues and Challenges Data and Knowledge Engineering Journal (DKE) 59(3): pp. 627-651, Elsevier Science	-
15	Nov 2006	Ling Chen, S S Bhowmick, L-T Chia	FRACTURE-Mining: Mining Frequently and Concurrently Mutating Structures from Historical XML Documents Data and Knowledge Engineering Journal (DKE) 59(2); pp. 320-347, Elsevier Science	-
14	April 2006	L Chen, S S Bhowmick, J Li	Mining Temporal Indirect Associations In the Proceedings of the 10^th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006) Springer-Verlag, Singapore	Acceptance rate 13.4%
13	April 2006	L Chen, S S Bhowmick, J Li	COWES: Clustering Web Users Based on Historical Web Sessions In the Proceedings of the 11^th International Conference on Database Systems for Advanced Applications (DASFAA 2006) Springer-Verlag, Singapore	Acceptance rate 24.5%
12	2006	Zhao Qiankun, S S Bhowmick, S K Madria	Research Issues in Web Structural Delta Mining Foundations and Novel Approaches in Data Mining Series: Studies in Computational Intelligence Vol. 9 Lin, T.Y.; Ohsuga, S.; Liau, C.-J.; Hu, X. (Eds.), Springer Verlag	-
11	Oct-Nov 2005	Q Zhao, S S Bhowmick, L Gruenwald	WAM-Miner: In the Search of Web Access Motifs from Historical Web Log Data In the Proceedings of the 14^th ACM International Conference on Information and Knowledge Management (ACM CIKM 2005) ACM Press, Bremen, Germany	Acceptance rate 18%
10	Oct-Nov 2005	Q Zhao, S S Bhowmick, L Gruenwald	Mining Conserved XML Query Paths for Dynamic-Conscious Caching In the Proceedings of the 14^th ACM International Conference on Information and Knowledge Management (ACM CIKM 2005) ACM Press, Bremen, Germany (Poster Paper)	Acceptance rate 21.6% (75/348)
9	Apr 2005	Ling Chen, S S Bhowmick, C Chia	Mining Positive and Negative Association Rules from XML Query Patterns for Caching In the Proceedings of the 10^th International Conference on Database Systems for Advanced Applications (DASFAA 2005) Springer Verlag, Beijing, China	Acceptance rate 22%
8	Apr 2005	Q Zhao, S S Bhowmick	FASST Mining: Discovering Frequently Changing Semantic Structure from Versions of Unordered XML Documents In the Proceedings of the 10^th International Conference on Database Systems for Advanced Applications (DASFAA 2005) Springer Verlag, Beijing, China	Acceptance rate 22%
7	Nov 2004	Q Zhao, S S Bhowmick, M Mohania, Y Kambayashi	Discovering Frequently Changing Structures from Historical Structural Deltas of Unordered XML In the Proceedings of the 13^th ACM International Conference on Information and Knowledge Management (ACM CIKM 2004) ACM Press, Washington D.C, USA Best Paper Award, Distinguished Hyperion Travel Grant Award	Acceptance rate 19%
6	Sep 2004	Q Zhao, S S Bhowmick	Mining History of Changes to Web Access Patterns In the Proceedings of the 8^th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004) Pisa, Italy (Poster Paper)	Acceptance rate 18%
5	Sep 2004	Q Zhao, S S Bhowmick, Sanjay Madria	Discovering Pattern-based Dynamic Structures from Versions of Unordered XML Documents In the Proceedings of the 6^th International Conference on Data Warehousing and Knowledge Discovery (DAWAK 2004) Springer-Verlag, Zaragoza, Spain	Acceptance rate 24%
4	Sep 2004	Ling Chen, S S Bhowmick, Clement Chia	Mining Maximal Frequently Changing Subtree Pattern from XML Documents In the Proceedings of the 6^th International Conference on Data Warehousing and Knowledge Discovery (DAWAK 2004) Springer-Verlag, Zaragoza, Spain	Acceptance rate 24%
3	May 2004	Ling Chen, S S Bhowmick, C. Chia	Mining Association Rules from Structural Deltas of Historical XML Documents In the Proceedings of the 8^th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2004) Springer Verlag, Sydney, Australia	Acceptance rate 34%
2	2004	Zhao Qiankun, S S Bhowmick	Mining Historical XML: Issues and Challenges Encyclopedia of Data Warehousing and Mining, Idea Groups Inc.	-
1	Nov 2003	Zhao Qiankun, Sourav S Bhowmick, Sanjay Madria	Research Issues in Web Structural Delta Mining In the Proceedings of IEEE Workshop on Foundation and New Directions in Data Mining (in conjunction with IEEE ICDM 2003) IEEE Computer Society, Melbourne, Florida, USA	-

WEB MINING

ID	YEAR	AUTHORS	TITLE	ACCEPT. RATE
11	Aug 2005	Vladimir Kovalev, S S Bhowmick, S K Madria	HW-STALKER: A Machine Learning-based System for Transforming QURE-Pagelets to XML Data and Knowledge Engineering Journal (DKE) 54(2); pp. 241-276, Elsevier Science	-
10	Nov 2004	Chen Ling, Sourav S Bhowmick, Clement Chia	VRules: An Effective Association-based Classifier for Videos In the Proceedings of the 2^nd ACM International Workshop on Multimedia Databases (in conjunction with ACM CIKM 2004) ACM Press, Washington D.C, USA	-
9	Sep 2004	V Kovalev, S S Bhowmick, Sanjay Madria	HW-STALKER: A Machine Learning-based Approach to Transform Hidden Web Data to XML In the Proceedings of the 15^th International Conference on Database and Expert Systems Applications (DEXA 2004) Springer-Verlag, Zaragoza, Spain	Acceptance rate 30%
8	Sep 2003	D Dhyani, S S Bhowmick, Wee Keong Ng	Modelling and Predicting Web Page Accesses using Markov Processes In the Proceedings of the 4^th International Workshop On Management Information on the Web (in conjunction with DEXA 2003) IEEE Computer Society, Prague, Czech Republic	-
7	Sep 2003	Devanshu Dhyani, S S Bhowmick, W K Ng	Deriving and Verifying Statistical Distribution of a Hyperlink-based Web Page Quality Metric Data and Knowledge Engineering Journal (DKE) 46(3): pp. 291-315, Elsevier Science	-
6	Oct 2002	S S Bhowmick, S K Madria, W K Ng	What Can a Web Bag Discover for You? Data and Knowledege Engineering (DKE) 43(1), pp. 79-119, Elsevier Science	-
5	Sep 2002	D Dhyani, S S Bhowmick, W K Ng	Modelling and Predicting Web Page Accesses Using Burrell´s Model In the Proceedings of the 3^rd International Conference on Electronic Commerce and Web Technologies (EC-WEB´02) Springer-Verlag, Aix-en-Provence, France
4	Sep 2002	D Dhyani, S S Bhowmick, W K Ng	Deriving and Verifying Statistical Distribution of a Hyperlink-based Web Page Quality Metric In the Proceedings of the 13^th International Conference on Database and Expert Systems Applications (DEXA 2002) Springer-Verlag, Aix-en-Provence, France
3	Nov 2000	S K Madria, Chris Raymond, S S Bhowmick, Mukesh Mohania	Association Rules for Web Data Mining in WHOWEDA In the Proceedings of the International Conference on Digital Libraries: Research and Practices Kyoto, Japan (Invited Paper)
2	Aug 1999	S S Bhowmick, S K Madria, W K Ng, E P Lim	Research Issues in Web Data Mining In the Proceedings of the 1^st International Conference on Data Warehousing and Knowledge Discovery (DAWAK´99) Springer-Verlag, Florence, Italy
1	Nov 1998	S S Bhowmick, S K Madria, W K Ng, E P Lim	Web Mining in WHOWEDA: Some Issues In the Proceedings of PRICAI98 Workshop on Knowledge Discovery and Data Mining Singapore	-

Sourav S Bhowmick, Ph.D.

Refereed Publications in Data Mining & Analytics

SOCIAL ANALYTICS

BIOLOGICAL DATA ANALYTICS

TIME SERIES ANALYTICS

EVOLUTION ANALYTICS

WEB MINING