IBM Research India - Knowledge Extraction, Representation and Reasoning - Publications


2015 (upcoming)

  • [BOOK] Deepak P, Prasad M. Deshpande, "Operators for Similarity Search: Semantics, Techniques and Usage Scenarios", SpringerBriefs in Computer Science Series, Springer International Publishing. June 2015
  • Mitesh Vasa, Ashok Jadatharan, Biplav Srivastava, Towards Risk-Aware Planning of Service Delivery Operations, Services Computing Conference (SCC 2015), New York, USA, 2015.
  • Ankita Likhyani, Deepak P, Srikanta Bedathur, Sameep Mehta, "Inferring and Exploiting Categories for Next Location Prediction", Poster at the 24th International World Wide Web Conference (WWW 2015), Florence, Italy, May 2015
  • Deepak P, Sayan Ranu, Prithu Banerjee, Sameep Mehta, "Entity Linking for Web Search Queries", Short Paper at the 37th European Conference on Information Retrieval (ECIR 2015), Vienna, Austria, March-April, 2015
  • Animesh Nandi, Suriya Subramanian, Sriram Lakshminarasimhan, Prasad Deshpande, Sriram Raghavan, "Lifespan-Based Partitioning of Index Structures for Time-Travel Text Search",
    ACM International Conference on Information and Knowledge  Management (CIKM 2015)
  • Organizational Models for Service Delivery, A Book Chapter in Maximizing Management Performance and Quality with Service Analytics (edited by Yixin Diao and Daniela Rosu)
  • Service Delivery Resource Management Using a Socially Enhanced Resource Model,  A Book Chapter in Maximizing Management Performance and Quality with Service Analytics (edited by Yixin Diao and Daniela Rosu)
  • Sayan Ranu, Deepak P, Aditya Telang, Sriram Raghavan, Prasad Deshpande, "Indexing and Matching Trajectories under Inconsistent Sampling Rates", ICDE, 2015
  • Samta Shukla, Aditya Telang, Salil Joshi, L Venkat Subramanian, "Spatio-Temporal Signatures of User-Centric Data: How Similar are We?  (Poster)", 29th AAAI conference (AAAI-2015)
  • Manoj Agarwal, “Enabling Generic Keyword Search over Raw XML Data”,  ICDE, 2015

2014

  • Mitesh Vasa and Srikanth Tamilselvam. Building apps with open data in india: an experience. In Proceedings of the 1st International Workshop on Inclusive Web Programming - Programming on the Web with Open Data for Societal Applications (IWP 2014). ACM, New York, NY, USA, 2014
  • Deepak P, Karthik Visweswariah, "Unsupervised Solution Post Identification from Discussion Forums", 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), Baltimore, Maryland, USA, June 2014
  • Deepak P, Atreyee Dey, Debapriyo Majumdar, "Fast Mining of Interesting Phrases from Subsets of Text Corpora", in the 17th International Conference on Extending Database Technology (EDBT 2014), Athens, Greece, March 2014
  • How to Enable Multiple Skill Learning in a SLA Constrained Service System? ICSOC 2014: 260-274, Sumit Kalra, Shivali Agarwal, Gargi Dasgupta
  • Towards Auto-remediation in Services Delivery: Context-Based Classification of Noisy and Unstructured Tickets. ICSOC 2014: 478-485, Gargi Dasgupta, Tapan Kumar Nayak, Arjun R. Akula, Shivali Agarwal, Shripad J. Nadgowda
  • Hybridsourcing: A novel work allocation mechanism to provide controlled autonomy to workers, NOMS 2014: 1-8 , Parshuram S. Hotkar, Shivali Agarwal, Sahil Mhaskar
  • Aditya Telang, Deepak P, Salil Joshi, Prasad Deshpande, Ranjana Rajendran, "Detecting Localized Homogeneous Anomalies over Spatio-Temporal Data", DMKD, 2014 
  • Rajeev Gupta and Krithi Ramamritham, “Distributed Execution of Continuous Queries (Survey Paper)”, ICDE, 2014
  • Kedar Khandeparker, Krithi Ramamritham, Rajeev Gupta, et. al., “Efficient PMU data dissemination in smart grid” ACM Energy, 2013

2013

  • Sayan Ranu, Minh X. Hoang and Ambuj K. Singh, "Mining Discriminative Subgraphs from Global-state Networks", SIGKDD, 2013.

  • Rajeev Gupta, Krithi Ramamritha and Mukesh Mohania. "Ratio Threshold Queries over Distributed Data Sources", VLDB 2013.

  • Rajeev Gupta, Himanshu Gupta, Sanjeev Gupta, and Sriram Padmanabham. "A middleware for managing Big-Data Flows", WISE 2013.

  • Vikas Joshi, Nithya R, Takayuki K, Naveen P and L. V. Subramaniam, "Information Fusion based Learning for Frugal Traffic State Sensing", IJCAI 2013.

  • Vikas Joshi, Vishnu P and Umesh S, "Modified Cepstral Mean Normalization: Trans- forming to Utterance Specific Non-Zero Mean", Inter-speech 2013, Lyon.

  • Vikas Joshi, Nithya R, Naveen P and L. V. Subramaniam, "Traffic Density State Estima- tion based on AcousticFusion", ICASSP 2013.

  • Aditya Telang, Sharma Chakravarthy and Chengkai Li, “iRank: A Comprehensive Framework For Ranking in Deep Web”, IEEE TKDE Journal, 2013.

  • Rose Catherine, Rashmi Gangadharaiah, Karthik Visweswariah and Dinesh Raghu, “Semi-Supervised Answer Extraction from Discussion Forums”, IJCNLP, 2013.

  • Seema Nagar, Kanika Narang, Sameep Mehta, L V Subramaniam and Kuntal Dey "Topical Discussions on Unstructured Microblogs: Analysis from a Geographical Perspective", WISE 2013.

  • Seema Nagar, Kanika Narang, Sameep Mehta, L V Subramaniam and Kuntal Dey, "An Empirical Assessment of Contemporary Online Media in Ad-Hoc Corpus Creation for Social Events", IJCNLP 2013.

  • Soujanya Soni, Kanika Narang, Tanveer A Faruquie, Vishal S. Batra and LV Subramaniam "Edge Analytics as Service-A Service Oriented Framework for Real time and Personalized Recommendation Analytics", SOLI 2013.

  • Aditya Telang, Sharma Chakravarthy and Chengkai Li , "Personalized ranking in web databases: establishing and utilizing an appropriate workload", Distributed and Parallel Databases 31(1): 47-70, 2013.

  • Deepak P, Sutanu Chakraborti and Deepak Khemani, "Query Suggestions for Textual Problem Solution Repositories", ECIR, 2013.

  • H. Gupta, B. Chawda, S. Negi, T. A. Faruquie, L. V. Subramaniam and M. K. Mohania, "Processing Multi-Way Spatial Joins on Map-Reduce", Extending Database Technology (EDBT), Genoa, Italy, Mar 18-22, 2013.

  • Kanika Narang Seema Nagar, Sameep Mehta, L V Subramaniam and Kuntal Dey, "Discovery and Analysis of Evolving Topical Social Discussions on Unstructured Microblogs", ECIR, 2013.

  • K. Yadav, D. Chakraborty, S. Soubam, N. Prathapaneni, V. Nandakumar, V. Naik, N. Rajamani, L. V. Subramaniam, S. Mehta and P. De, "Human Sensors: Case-study of Open-ended Community Sensing in Developing Regions (WIP Track)", IEEE Conference on Pervasive Computing and Communications (PerCom), San Diego, CA, USA, Mar 18-22, 2013.

  • Manish Sethi, Narendran Sachindran and Sriram Raghavan, "SASH: Enabling Continuous Incremental Analytic Workflows on Hadoop" ICDE, 2013 (Industry track).

  • Sameep Mehta, Rakesh Pimplikar, Amit Singh, Lav Varshney and Karthik Viswesariah, "Efficient Multifaceted Screening of Job Applicants", EDBT, 2013.

  • Snigdha Chaturvedi, K Hima Prasad, Tanveer Faruquie, Bhupesh Chawda, L Venkata Subramaniam and Raghu Krishnapuram, "Automating Pattern Discovery for Rule based Data Standardization Systems", ICDE, 2013.

2012

  • Aditya Telang, Chengkai Li and Sharma Chakravarthy, "One Size Does Not Fit All: Toward User- and Query-Dependent Ranking for Web Databases", IEEE Trans. Knowl. Data Eng. 24(9): 1671-1685, 2012.

  • Amit Singh, Deepak P and Dinesh Raghu, "Retrieving Similar Discussion Forum Threads: A Structure based Approach", SIGIR, 2012.

  • Bruhathi HS, "Analyzing Plan Diagrams of XQuery Optimizers", DEXA, 2012.

  • Deepak P, Prasad M Deshpande and Karin Murthy, "Configurable and Extensible Multi-flows for Providing Analytics as a Service on the Cloud", SRII Global Conference, 2012.

  • Deepak P and Sutanu Chakraborti, "Finding Relevant Tweets", WAIM, 2012

  • Deepak P and L V Subramaniam, "Correcting SMS Text Automatically", Cover Story of the CSI Communications, May, 2012.

  • Deepak P, Karthik Visweswariah, Nirmalie Wiratunga and Sadiq Sani, "Two-part Segmentation of Text Documents", CIKM, 2012.

  • Karin Murthy, Deepak P. and Prasad Deshpande, "Improving Recall of Regular Expressions for Information Extraction", Web Information Systems Engineering (WISE), 2012.

  • Karin Murthy, Prasad Deshpande, Atreyee Dey, Ramanujam Halasipuram, Mukesh Mohania, Deepak P, Jennifer Reed and Scott Schumacher, "Exploiting Evidence from Unstructured Data to Enhance Master Data Management", International Conference on Very Large Databases (VLDB), 2012.

  • Hima Prasad, Soujanya Soni Tanveer Faruquie, and L Venkata Subramaniam, "Data Consolidation Solution for Internal Security Needs", IEEE SOLI, 2012.

  • K. Hima Prasad, Snigdha Chaturvedi, Tanveer A. Faruquie, L. Venkata Subramaniam and Mukesh K. Mohania, "Automated Selection of Blocking Columns for Record Linkage", IEEE SOLI , 2012.

  • K. Hima Prasad, Snigdha Chaturvedi, Tanveer A. Faruquie, L. Venkata Subramaniam and Mukesh K. Mohania, "Managing Data Quality by Identifying the Noisiest Data Samples", IEEE SOLI, 2012.

  • Mayuri Duggirala, Sameep Mehta, Nandakishore Kambhatla and Pooja Arya , "Employee Engagement: Conceptual Model and Computational Framework", Services Research and Innovation Institute Global Conference, 2012.

  • Millist W. Vincent, Jixue Liu and Mukesh K. Mohania, "The implication problem for 'closest node' functional dependencies in complete XML documents", J. Comput. Syst. Sci. 78(4): 1045-1098, 2012.

  • Mrinmaya Sachan, Danish Contractor, Tanveer A Faruquie and L V Subramaniam, "Using Content and Interactions for Discovering Communities in Social Networks", WWW, 2012.

  • Rajeev Gupta, Himanshu Gupta, Ullas Nambiar and Mukesh Mohania, "Enabling Active Data Archival Over Cloud". Service Science Conference (SCC), 2012.

  • Rajeev Gupta and Krithi Ramamritham, "Scalable Execution of Continuous Aggregation Queries over Web Data", IEEE Internet Computing 16(1): 43-51, 2012.

  • Rajeev Gupta and Krithi Ramamritham, "Query Planning for Continuous Aggregation Queries over a Network of Data Aggregators". IEEE Trans. Knowl. Data Eng. 24(6): 1065-1079, 2012.

  • Rajeev Gupta, Himanshu Gupta and Mukesh Mohania, "Cloud Computing and Big Data Analytics: What is New from Databases Perspective?". BigData Analytics Workshop. 2012.

  • Rajeev Gupta, Mukesh Mohania and Himanshu Gupta, "Cloud Data Management", Book Chapter: Advances in Computers, Elsevier Publications.

  • Rakesh Pimplikar and Sameep Mehta, "RETRAiN: A Recommendation Tool for Reconfiguration of RetAil BaNk Branch", International Conference on Service Oriented Computing (ICSOC), 2012.

  • Shrutendra K Harsola, Prasad M Deshpande and Jayant R Haritsa, "IceCube: Efficient Targeted Mining in Data Cubes", ICDM, 2012.

  • Salil Joshi, "Eating your own cooking: automatically linking wordnet synsets of two languages", COLING, 2012 (Poster).

  • Salil Joshi, "I Can Sense It: A comprehensive online system for WSD", COLING, 2012 (Demo paper).

  • Salil Joshi, "Discrimination-net for Hindi", COLING, 2012 (Demo paper).

  • Soujanya Soni, Sameep Mehta and Sandeep Hans, "Towards Providing Data Validation as a Service", IEEE Services Computing Conference (SCC), 2012.

  • Soujanya Soni, Sameep Mehta and Sandeep Hans, "Data Validation for Business Continuity Planning", IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), 2012.

  • Sumit Negi, Manish Bhide, Vishal S. Batra, Mukesh K. Mohania and Sunil Bajpai, "D'MART: A Tool for Building and Populating Data Warehouse Model from Existing Reports and Tables", WAIM 2012

  • S Kameshwaran, Vinayaka Pandit, Sameep Mehta, Ambika Agrawal and Kashyap Dixit, "Outcome Aware Ranking in Value Creation Networks", Knowledge and Information Systems 2012.

  • Vivek Tyagi, K Hima Prasad, Tanveer Faruquie, L. Venkata Subramaniam and Nalini Ratha, "Fusing Biographical and Biometric Classifiers for Improved Person identification". ICPR, 2012.

  • Vijil Chenthamarakshan, R. Varadarajan, Prasad M. Deshpande, R. Krishnapuram and K. Stolze, "WYSIWYE: An Algebra for Expressing Spatial and Textual Rules for Information Extraction", WAIM, 2012.

  • Vipin Balachandran, Deepak P, and Deepak Khemani, "Interpretable and Reconfigurable Clustering of Document Datasets by deriving word-based rules", Springer Journal on Knowl. and Inf. Systems, 2012.

  • Venkatesan T Chakaravarthy, Naga Praveen Kumar Katta, Monu Kedia , Yogish Sabharwal, Aruna Ramanan, Ramakrishnan Rajamony, “Mapping Strategies for the PERCS Architecture”, HiPC 2012