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Papers

AI based predictive analytics and intelligent systems

Recent and Upcoming Papers

ConTrack: A Scalable Method For Tracking Multiple Concepts In Large Scale Multidimensional Data, To Appear the IEEE International Conference on Data Mining (ICDM 2016)
Co-Authored by Dr. Shonali Krishnaswamy

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A Distributed Graph Algorithm for Discovering Unique Behavioral Groups from Large-Scale Telco Data at the 25th ACM Conference on Information and Knowledge Management (CIKM 2016)
Co-Authored by Dr. Shonali Krishnaswamy

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AnyNovel: Detection of Novel Concepts in Evolving Data Streams, Evolving Systems (2016)
Co-Authored by Dr. Shonali Krishnaswamy

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AnyNovel: Detection of Novel Concepts in Evolving Data Streams, Evolving Systems (2016)
Co-Authored by Dr. Shonali Krishnaswamy

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Published Papers

Understanding Urban Mobility via Taxi Trip Clustering @ IEEE Conference on Mobile Data Management (MDM 2016)
Co-Authored by Dr. Shonali Krishnaswamy

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Visualize People’s Mobility – Both individually and Collectively – Using Mobile Phone Cellular Data @ IEEE Conference on Mobile Data Management (MDM 2016)
Co-Authored by Dr. Shonali Krishnaswamy

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Adaptive mobile activity recognition system with evolving data streams @ Neurocomputing 2015
Co-Authored by Dr. Shonali Krishnaswamy

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Mobility Profiling for User Verification with Anonymized Location Data @ International Joint Conference on Artificial Intelligence (IJCAI 2015)
Co-Authored by Dr. Shonali Krishnaswamy

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From Mobile Phone Data to Transport Network – Gaining Insight about Human Mobility @ IEEE Conference on Mobile Data Management (MDM 2015)
Co-Authored by Dr. Shonali Krishnaswamy

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Next place prediction by understanding mobility patterns @ IEEE Conference on Pervasive Computing and Communications (PerCom Workshops 2015)
Co-Authored by Dr. Shonali Krishnaswamy

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Where you Instagram?: Associating Your Instagram Photos with Points of Interest @ ACM Conference on Information and Knowledge Management (CIKM 2016)
Co-Authored by Dr. Shonali Krishnaswamy

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Rank-GeoFM: A Ranking based Geographical Factorization Method for Point of Interest Recommendation @ ACM Special Interest Group on Information Retrieval (SIGIR 2015)
Co-Authored by Dr. Shonali Krishnaswamy

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Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition @ International Joint Conference on Artificial Intelligence (IJCAI 2015)
Co-Authored by Dr. Shonali Krishnaswamy

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Scalable Energy-Efficient Distributed Data Analytics for Crowdsensing Applications in Mobile Environments @ IEEE Transactions on Computational Social Systems 2015
Co-Authored by Dr. Shonali Krishnaswamy

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R2O2: An Efficient Ranking-Based Reasoner for OWL Ontologies @ International Semantic Web Conference ( ISWC 2015)
Co-Authored by Dr. Shonali Krishnaswamy

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Dr Shonali Krishnaswamy has published over 150 peer-reviewed papers in international conferences and journals.