Publications

Last updated on • Dec 02, 2016

Book Chapters

  1. Social Network Signal Processing for Cyber-physical Systems Tarek Abdelzaher, Shiguang Wang, Prasanna Giridhar, Md Tanvir Amin, Panindra Seetharamu, Hongwei Wang, Lance Kaplan, Jemin George Cyber-Physical Systems: Foundations, Principles and Applications Elsevier, Pages 161–174, 2017.
  2. InfoMax: A Transport Layer Paradigm for the Age of Data Overload Jongdeog Lee, Akash Kapoor, Md Tanvir Amin, Zeyuan Zhang, Radhika Goyal, Zhehao Wang, Ilya Moiseenko, Tarek Abdelzaher Advances in Computer Communications and Networks - from Green, Mobile, Pervasive Networking to Big Data Computing River Publisher, Pages 547-583, 2017.

Peer-Reviewed Conference and Journal Papers

  1. Unveiling Polarization in Social Networks: A Matrix Factorization Approach [ Paper ] Best-In-Session Presentation Award Md Tanvir Amin, Charu Aggarwal, Shuochao Yao, Tarek Abdelzaher, Lance Kaplan In Proceedings of the IEEE International Conference on Computer Communications (INFOCOM'17) Atlanta, GA, USA, May 2017
  2. SocialTrove: A Self-summarizing Storage Service for Social Sensing [ Paper ] [ Slides ] Best Paper Award Md Tanvir Amin, Shen Li, Muntasir Raihan Rahman, Panindra Seetharamu, Shiguang Wang, Tarek Abdelzaher, Indranil Gupta, Mudhakar Srivatsa, Raghu Ganti, Reaz Ahmed, Hieu Le In Proceedings of the IEEE International Conference on Autonomic Computing (ICAC'15) Grenoble, France, July 2015
  3. Stark: Optimizing In-Memory Computing For Dynamic Dataset Collections [ Paper ] Shen Li, Md Tanvir Amin, Raghu Ganti, Mudhakar Srivatsa, Shaohan Hu, Yiran Zhao, Tarek Abdelzaher In Proceedings of the IEEE International Conference on Distributed Computing Systems (ICDCS'17) Atlanta, GA, June 2017
  4. Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery [ Paper ] [ html ] [ Backup ] Jongdeog Lee, Kelvin Marcus, Tarek Abdelzaher, Md Tanvir Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald Hobbs, Shaohan Hu, Jung-Eun Kim, Lui Sha, Shuochao Yao, Yiran Zhao Journal of Sensor and Actuator Networks (JSAN), Volume 7, Number 1, Article Number 5, Jan 2018.
  5. Espresso: A Data Naming Service for Self-summarizing Transport [ Paper ] Jongdeog Lee, Md Tanvir Amin, Tarek Abdelzaher In Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (SECON'17) San Diego, CA, June 2017
  6. Decision-driven Execution: A Distributed Resource Management Paradigm for the Age of IoT Tarek Abdelzaher, Md Tanvir Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald Hobbs, Shaohan Hu, Jung-Eun Kim, Shuochao Yao, Yiran Zhao In Proceedings of the IEEE International Conference on Distributed Computing Systems (ICDCS'17) Atlanta, GA, June 2017
  7. Social Fusion: Integrating Twitter and Instagram for Event Monitoring [ Paper ] Prasanna Giridhar, Shiguang Wang, Tarek Abdelzaher, Md Tanvir Amin, Lance Kaplan, In Proceedings of the IEEE International Conference on Autonomic Computing (ICAC'17) Columbus, Ohio, July 2017
  8. Optimizing Source Selection in Social Sensing in the Presence of Influence Graphs Huajie Shao, Shiguang Wang, Shen Li, Shuochao Yao, Yiran Zhao, Md Tanvir Amin, Tarek Abdelzaher, Lance Kaplan In Proceedings of the IEEE International Conference on Distributed Computing Systems (ICDCS'17) Atlanta, GA, June 2017
  9. Information Flow on Social Networks: From Empirical Data to Situation Understanding Heather Roy, Elizabeth Bowman, Tarek Abdelzaher, Md Tanvir Amin In Proceedings of the SPIE Defense and Security (DCS'17) Anaheim, CA, April 2017
  10. iApollo: A Newsfeed Summary Service on NDN (Demo Abstract) Jongdeog Lee, Daniel Xu, Md Tanvir Amin, Tarek Abdelzaher In Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (SECON'17) San Diego, CA, June 2017
  11. Recursive Ground Truth Estimator for Social Data Streams Shuochao Yao, Md Tanvir Amin, Lu Su, Shaohan Hu, Shen Li, Shiguang Wang, Yiran Zhao, Tarek Abdelzaher, Lance Kaplan, Charu Aggarwal, Aylin Yener In Proceedings of the ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN'16) Vienna, Austria, April 2016
  12. ClariSense+: An Enhanced Anomaly Explanation Service Using Social Network Feeds Prasanna Giridhar, Md Tanvir Amin, Tarek Abdelzaher, Dong Wang, Jemin George, Raghu Ganti Elsevier Pervasive and Mobile Computing April 2016.
  13. Applying Traditional Signal Processing Techniques to Social Media Exploitation for Situational Understanding Tarek Abdelzaher, Michael Kolodny, Heather Roy, Prasanna Giridhar, Md Tanvir Amin, Elizabeth Bowman In Proceedings of the SPIE Defense and Security (DCS'16) Baltimore, MD, April 2016
  14. InfoMax: An Information Maximizing Transport Layer Protocol for Named Data Networks [ Paper ] Jongdeog Lee, Akash Kapoor, Md Tanvir Amin, Zeyuan Zhang, Radhika Goyal, Zhehao Wang, Tarek Abdelzaher In Proceedings of the International Conference on Computer Communications and Networks (ICCCN'15) Las Vegas, NV, USA, August 2015
  15. Crowd-sensing with Polarized Sources [ Paper ] [ Slides ] Md Tanvir Amin, Tarek Abdelzaher, Dong Wang, Boleslaw Szymanski In Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems (DCoSS'14) Marina Del Rey, CA, USA, May 2014
  16. Experiences with eNav: A Low-power Vehicular Navigation System Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md Tanvir Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F Abdelzaher The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2015) Osaka, Japan, September 2015
  17. Scalable Social Sensing of Interdependent Phenomena Shiguang Wang, Lu Su, Shen Li, Shaohan Hu, Md Tanvir Amin, Hongwei Wang, Shuochao Yao, Lance Kaplan, Tarek Abdelzaher In Proceedings of the ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN'15) Seattle, WA, USA, April 2015
  18. Humans as Sensors: An Estimation Theoretic Perspective [ Paper ] Dong Wang, Md Tanvir Amin, Shen Li, Tarek Abdelzaher, Lance Kaplan, Siyu Gu, Chenji Pan, Hengchang Liu, Charu Aggarwal, Raghu Ganti, XinLei Wang, Prasant Mohapatra, Boleslaw Szymanski, Hieu Le In Proceedings of the ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN'14) Berlin, Germany, April 2014
  19. Provenance-assisted Classification in Social Networks [ Paper ] Dong Wang, Md Tanvir Amin, Tarek Abdelzaher, Dan Roth, Clare Voss, Lance Kaplan, Stephen Tratz, Jamal Laoudi, Douglas Briesch IEEE Journal of Selected Topics in Signal Processing Volume 8, Issue 4, pp 624-637, August 2014.
  20. Finding True and Credible Information on Twitter Sujoy Sikder, Sibel Adali, Md Tanvir Amin, Tarek Abdelzaher, Kevin Chan, Jin-Hee Cho, John O'Donovan In Proceedings of the 17th International Conference on Information Fusion (FUSION'14) Salamanca, Spain, July 2014
  21. ClariSense: Clarifying Sensor Anomalies using Social Network Feeds Prasanna Giridhar, Md Tanvir Amin, Tarek Abdelzaher, Lance Kaplan, Jemin George, Raghu Ganti In Proceedings of the 6th International Workshop on Information Quality and Quality of Service for Pervasive Computing (IQ2S'14) In Conjunction with IEEE PerCom 2014, Budapest, Hungary, March 2014
  22. Data Extrapolation in Social Sensing for Disaster Response Siyu Gu, Chenji Pan, Hengchang Liu, Shen Li, Shaohan Hu, Shiguang Wang, Dong Wang, Md Tanvir Amin, Ramesh Govindan, Charu Aggarwal, Raghu Ganti, Mudhakar Srivatsa, Amotz Bar-Noy, Peter Terlecky, Tarek Abdelzaher In Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems (DCoSS'14) Marina Del Rey, CA, USA, May 2014
  23. eNav: a Smartphone-based Energy Efficient Vehicular Navigation System (Poster Abstract) Best Poster Award Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md Tanvir Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F Abdelzaher In Proceedings of the ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN'14) Berlin, Germany, April 2014
  24. Extrapolation from Participatory Sensing Data (Demo Abstract) Hengchang Liu, Siyu Gu, Chenji Pan, Wei Zheng, Shen Li, Shaohan Hu, Shiguang Wang, Dong Wang, Md Tanvir Amin, Lu Su, Zhiheng Xie, Ramesh Govindan, A. Barnoy, Tarek Abdelzaher In Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems (SenSys 2013) Rome, Italy, November 2013.
  25. On Diversifying Source Selection in Social Sensing [ Paper ] [ Slides ] Md Yusuf Sarwar Uddin, Md Tanvir Al Amin, Hieu Le, Tarek Abdelzaher, Boleslaw Szymanski In Proceedings of the International Conference on Networked Sensing Systems (INSS'12) Antwerp, Belgium, June 2012
  26. PhotoNet+: Outlier-resilient Coverage Maximization in Visual Sensing Applications (Demo Abstract) [ Paper ] Md Yusuf Sarwar Uddin, Md Tanvir Al Amin, Tarek Abdelzaher, Arun Iyengar, Ramesh Govindan In Proceedings of the ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN'12) Beijing, China, 2012
  27. On Achieving Diversity in the Presence of Outliers in Participatory Camera Sensor Networks [ Paper ] Md Yusuf Sarwar Uddin, Md Tanvir Al Amin, Tarek Abdelzaher, Arun Iyengar, Ramesh Govindan UIUC Technical Report, 2012
  28. Load Aware Broadcast in Mobile Ad Hoc Networks [ Paper ] Md. Tanvir Al Amin, Sukarna Barua, Sudip Vhaduri and Ashikur Rahman, In Proceedings of the IEEE International Confernce on Communications (ICC'09) Dresden, Germany, June 14-18, 2009.
  29. Impulsive Noise Reduction in Natural images by Plane and Paraboloid Regression [ Paper ] [ Slides ] Md. Tanvir Al Amin, Anupam Bhattacharjee In Proceedings of the 9th International Conference on Computer and Information Technology (ICCIT) Bangladesh, December 2006
    • [Extended Version] Reduction of Impulsive Noise in Continuous-Tone Images by Regression Analysis [ Paper ] IEEE R10 International Student Paper Contest 2007, 3rd Prize
  30. A Service Oriented Architecture for a Multi Channel Internet TV System [ Paper ] [ Slides ] Md. Tanvir Al Amin, Imranul Hoque, Md. Yusuf Sarwar Uddin In Proceedings of the 8th International Conference on Computer and Information Technology (ICCIT) Bangladesh, December 2005

Reports

  1. Exploitation of Information Propagation Patterns in Social Sensing [ PhD Dissertation ] Md Tanvir Al Amin University of Illinois at Urbana-Champaign, March 2017.
  2. Apollo Instructions Manual [ Manual ] Md Tanvir Amin Cyber-Physial Computing Lab, UIUC.
  3. On Achieving Diversity in the Presence of Outliers in Participatory Camera Sensor Networks [ Technical Report ] Md Yusuf Sarwar Uddin, Md Tanvir Amin, Tarek Abdelzaher, Arun Iyengar, Ramesh Govindan, UIUC Technical Report, 2012.