Heracleia Human-Centered Computing Laboratory
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Publications By Application
Smart Metering And Energy Sustainability Research
Physical therapy and rehabilitation
Drug Monitoring
Assistive Technology
Publications By Date
2010 2009 2008 2007 2006 2005 2004 2003 2002
 
The papers listed in this page are included as a means to ensure timely dissemination of technical work on a non-commercial basis. Copyright is maintained by their respective copyright holders. Terms and constraints may apply.
 
2012
2011
2010
  • Alexandros Papangelis, Vangelis Metsis, John Shawe-Taylor, Fillia Makedon
    "Sensor Placement and Coordination via Distributed Multi-Agent Cooperative Control", Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'10), Corfu, Greece, June 23‐25, 2010.(to appear)
  • Alexandros Papangelis, Georgios Galatas, Shahina Ferdous, Sarantos Kapidakis, Fillia Makedon,
    "Computer Aided Sensor Placement and Automatic State Definition", Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'10), Corfu, Greece, June 23‐25, 2010.(to appear)
  • S. Ferdous, L. Fegaras, F. Makedon,
    "Applying Data Warehousing Technique in Pervasive Assistive Environment", Proceedings of the 3rd International Conference on PErvsive Technologies Related to Assistive Environments (PETRA 2010), to appear.
  • Kyungseo Park, Yong Lin, Vangelis Metsis, Zhengyi Le, Fillia Makedon,
    "Abnormal Human Behavioral Pattern Detection in Assisted Living Environments", The 3rd International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2010), to appear
  • Eric Becker, Roman Arora, Scott Phan, Jyothi Vinjumer, Fillia Makedon,
    "Extending Event-Driven Experiments for Human Activity for an Assistive Environment", Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'10), Corfu, Greece, June 23‐25, 2010.(Pending)
  • Zhong Zhang, Eric Becker, Roman Arora, Vassilis Athitsos,
    "Experiments with Computer Vision Methods for Fall Detection" Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'10), Corfu, Greece, June 23‐25, 2010.(Pending)
  • Fillia Makedon, Zhengyi Le, Heng Huang and Eric Becker,
    "An Event Driven Framework for Assistive CPS Environments", Special Issue of SIGBED Review (ISSN: 1551-3688), ACM Special Interest Group on Embedded Systems. http://sigbed.seas.upenn.edu/.
  • Zhengyi Le, Yi Ouyang, Guanling Chen, and Fillia Makedon,
    "Dynamic Mix Zone: Location Data Sanitizing in Assisted Environment", in the International Journal Universal Access in the Information Society (UAIS), http://www.springeronline.com/journal/10209, to appear.
  • Jyothi Vinjumur, Eric Becker, Shahina Ferdous, George Galatas, Fillia Makedon,
    "Web Based Medicine Intake Tracking Application", Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'10), Corfu, Greece, June 23‐25, 2010.(Pending)
  • Yong (Yates) Lin, Kyungseo Park, Fillia Makedon,
    "From Dialogue Management to Pervasive Interaction based Assistive Technology". Proceedings of the 3nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'10), Samos, Greece, June 23-25, 2010, to appear.
  • Yong (Yates) Lin, Zhengyi Le, Eric Becker, Fillia Makedon,
    "Acoustical Implicit Communication in Human-Robot Interaction", Proceedings of the 3nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'10), Samos, Greece, June 23-25, 2010, to appear.
  • Rong Zhang, Fillia Makedon, Georgios Alexandrakis, Charles B Owen, Heng Huang, Andrew J. Saykin,
    "An Interactive User Interface System for Alzheimer's Intervention", Proceedings of the 3rd International Conferences on Pervasive Technologies Related to Assistive Environments (PETRA'10), to appear
  • Yong (Yates) Lin, Zhengyi Le, Eric Becker, Fillia Makedon,
    "Towards Stronger Event Detection in Sparse Coverage Sensor Networks", Proceedings of the International Conference on Future Computer and Communication (ICFCC'10), Wuhan, China, May 21-24, 2010, to appear.
  • Zhengyi Le, Eric Becker, Dimitrios Konstantinides, Chris Ding, and Fillia Makedon,
    "Modeling Reliability for Wireless Sensor Node Coverage in Assistive Testbeds", Proceedings of the 3rd International Conferences on Pervasive Technologies Related to Assistive Environments (PETRA'10), to appear.
2009
  • Ahmad, R. Arora, D. White, V. Metsis, and R. Ingram,
    "Energy-Constrained Scheduling of DAGs on Multiprocessors", Proceedings of the International Conference on Contemporary Computing (IC3 2009), JIIT University, Noida, 2009.
  • V. Metsis, H. Huang, F. Makedon, A. Tzika
    Heterogeneous Data Fusion to Type Brain Tumor Biopsies Proceedings of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI 2009), April 23-25, 2009, Thessaloniki, Greece
  • V. Metsis, D. Mintzopoulos, H. Huang, M. N. Mindrinos, P. M. Black, F. Makedon, and A. A. Tzika,
    Multi-Source Feature Selection to Improve Multi-class Brain Tumor Typing Proceedings of the International Society for Magnetic Resonance in Medicine (ISMRM) 17th Scientific Meeting & Exhibition Honolulu, Hawai'i, USA 18-24 April 2009
  • Yong Lin, Zhengyi Le, Kyungseo Park, and Fillia Makedon,
    Dynamic Information Fusion and Evidence Equilibrium Proceedings of the International Conference on Artificial Intelligence (iCai'09), Vegas, Nevada, July 13-16, 2009.
  • Yong Lin, Zhengyi Le, and Fillia Makedon,
    Accumulation Point Model for Barrier Coverage Proceedings of the Sixth International Conference on Networked Sensing Systems (INSS'09), Carnegie Mellon University, Pittsburgh, PA, June 17 - 19, 2009.
  • Zhengyi Le, Matt Bishop, and Fillia Makedon
    Strong Mobile Device Protection from Loss and Capture Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
  • Alan Bowling, Zhengyi Le, and Fillia Makedon
    SAL: A simulation and analysis tool for assistive living environments Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
  • Kyungseo Park, Eric Becker, Jyothi K. Vinjumur, Zhengyi Le, and Fillia Makedon
    Human Behavioral Detection and Data Cleaning in Assisted Living Environment using Wireless Sensor Networks Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
  • Eric Becker, Zhengyi Le, Kyungseo Park, Yong Lin, and Fillia Makedon
    Event-based Experiments in an Assistive Environment using Wireless Sensor Networks and Voice Recognition Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
  • Eric Becker,Gutemberg Guerra-Filho, and Fillia Makedon
    Automatic Sensor Placement in a 3D Volume Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
  • Eric Becker, Vangelis Metsis, Roman Arora, Jyothi Vinjumur, Yurong Xu, Fillia Makedon
    SmartDrawer: RFID-Based Smart Medicine Drawer for Assistive Environments Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
  • Yong Lin, Eric Becker, Kyungseo Park, Zhengyi Le, Fillia Makedon
    Decision Making in Assistive Environments using Multimodal Observations Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
  • Roman Arora, Vangelis Metsis, Rong Zhang and Fillia Makedon
    Providing QoS in Ontology Centered Context Aware Pervasive Systems Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'09), Corfu, Greece, June 9-13, 2009.
2008
  • Eric Becker, Yurong Xu, Steven Ledford, Fillia Makedon
    A wireless sensor network architecture and its application in an assistive environment Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16-18, 2008.
  • Eric Becker, Yurong Xu, Heng Huang, Fillia Makedon
    Requirements for implementation of localization into real-world assistive environments Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16-18, 2008.
  • Hyun Lee, Kyungseo Park, Byoungyong Lee, Jae Sung Choi, and Ramez Elmasri,
    "Issues in Data Fusion for Healthcare Monitoring", The 1st International Conference on PErvasive Technologies Related to Assistive Environments (PETRA 2008), July 16-19, 2008, Athens, Greece.
  • Vangelis Metsis, Zhengyi Le, Yu Lei, and Fillia Makedon
    Towards An Evaluation Framework for Assistive Environments Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16-18, 2008.
  • Zhengyi Le, Yi Ouyang, Yurong Xu, and Fillia Makedon
    Mobile Device Protection against Loss and Capture Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16-18, 2008.
  • Yi Ouyang, Yurong Xu, Zhengyi Le, Guanling Chen, and Fillia Makedon
    Providing Location Privacy in Assisted Living Environments Proceedings of the 1st International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'08), Athens, Greece, July 16-18, 2008.
  • Yi Ouyang, Zhengyi Le, Donggang Liu, James Ford, and Fillia Makedon
    Source Location Privacy against Laptop-Class Attacks in Sensor Networks Proceedings of the 4th International Confrence on Security and Privacy in Communication Networks (SecreComm'08).
2007
  • Zhengyi Le, Yi Ouyang, Yurong Xu, James Ford and Fillia Makedon
    Preventing Unofficial Information Propagation , Ninth International Conference on Information and Communications Security (ICICS 2007), Dec. 12-15, 2007, Zhengzhou, Henan Province, China, to appear.
    Supported in part by the National Science Foundation under award Number ITR 0312629 and IDM 0308229.
  • Yurong Xu, Yi Ouyang, Zhengyi Le, James Ford, Fillia S. Makedon
    Analysis of Range-Free Anchor-Free Localization in a WSN under Wormhole Attack, To appear in Proceedings of the 10-th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2007), October 22-26, 2007, Chania, Crete Island, Greece.

  • Yurong Xu, James Ford, Eric Becker, Fillia S. Makedon
    BP-Neural Network Improvement to Hop-counting for Localization in Wireless Sensor Networks, International Workshop on Applications with Artificial Intelligence (AAI 2007), conjuncted with The 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI-2007), October 29-31, 2007 Patras, Hellas (Greece).

  • Yi Ouyang, Zhengyi Le, James Ford and Fillia Makedon
    PrivaSense: Providing Privacy Protection for Sensor Networks , SenSys '07: Proceedings of the 5th ACM Conference on Embedded Networked Sensor Systems, Nov. 6-9, 2007, Sydney, Australia, to appear.
    Supported in part by the National Science Foundation under award Number ITR 0312629 and IDM 0308229.
  • Roberto Tamassia, Nikos Triandopoulos
    Efficient Content Authentication in Peer-to-peer Networks ,To appear at the 2007 International Conference on Applied Cryptography and Net work Security (ACNS ’07).

  • Yi Ouyang, Zhengyi Le, Yurong Xu, Nikos Triandopoulos, Sheng Zhang, James Ford, and Fillia Makedon
    Providing Anonymity in Wireless Sensor Networks , ICPS2007: Proceedings of IEEE International Conference on Pervasive Services, July 15-20, 2007, Istanbul, Turkey. Page(s):145-148
    This work was supported in part by the National Science Foundation under award number ITR 0312629 and IDM 0308229 and the Institute for Information Infrastructure Protection (I3P) under an award from the Science and Technology Directorate at the Department of Homeland Security. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author(s) and do not necessarily reflect the views of the National Science Foundation or the U.S. Department of Homeland Security.
  • Yurong Xu, Yi Ouyang, Zhengyi Le, J. Ford, F. S. Makedon
    Mobile Anchor-free Localization for Wireless Sensor Networks , in Proceedings of International Conference on Distributed Computing in Sensor Systems (DCOSS'07),LNCS, Santa Fe,NM, June 2007

  • Yurong Xu, Guanling Chen, J. Ford, F. S. Makedon
    Distributed Wormhole Detection in Wireless Sensor Networks , Book Series of Critical Infrastructure Protection: Issues and Solutions, Springer, Boston, 2007

  • Yurong Xu, James Ford, Fillia. S. Makedon, D.O. Popa, H. Huang, L. Shen
    In-home Localization for Home Care of Alzheimer's Disease Patients using Wireless Sensor Networks , International workshop on Pervasive Technologies for the support of Alzheimer's Disease and Related Disorders Sufferers (In conjunction with the 5th Panhellenic Joint Conference on Alzheimer's disease and Related Disorders), Thessaloniki, Greece, 24 Feb. 2007

 
2006
  • Yurong Xu, James. Ford, Fillia. S. Makedon
    A Variation on Hop-counting for Geographic Routing , IEEE Workshop on Embedded Networked Sensors (EmNetS-III), Boston, MA, 2006.

  • Yurong Xu, James. Ford, Fillia. S. Makedon
    GDL: A Geographic Distributed Localization Algorithm for Wireless Sensor Networks , In Proc. of 15th Int. Conf. ComputerCommunications and Networks (IC3N), Arlington, Virginia, 2006.

  • Yi Ouyang, Zhengyi Le, Guanling Chen, James Ford and Fillia Makedon
    Entrapping Adversaries for Source Protection in Sensor Networks , IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM2006), Niagara-Falls, Buffalo-NY, June 26-29, 2006.
    This research program is a part of the Institute for Security Technology Studies, supported under Award number 2000-DT-CX-K001 from the U.S. Department of Homeland Security, Science and Technology Directorate and Grant number 2005-DD-BX-1091 awarded by the Bureau of Justice Assistance, a component of the Office of Justice Programs. Points of view or opinions in this document are those of the author(s) and do not represent the official position or policies of the U.S. Department of Homeland Security, the Science and Technology Directorate, or the United States Department of Justice.
  • Sheng Zhang, Yi Ouyang, James Ford and Fillia Makedon
    Analysis of a Low-dimensional Linear Model under Recommendation Attacks In the 29th ACM Conference on Research and Development in Information Retrieval (SIGIR), 2006.
    This material is based in part upon work supported by the National Science Foundation under award number IDM 0308229. Any opinions, ndings, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily reflect the views of the National Science Foundation. We thank the anonymous reviewers for their comments, which helped us improve the quality of the paper.
  • Sheng Zhang, Amit Chakrabarti, James Ford and Fillia Makedon
    Attack Detection in Time Series for Recommendation Systems In the 12th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2006.
    Acknowledgment: This material is based in part upon work supported by the National Science Foundation under award number IDM 0308229 and CCF 0448277, and startup funds from Dartmouth College.
  • Sheng Zhang, James Ford and Fillia Makedon
    Deriving Private Information from Randomly Perturbed Ratings in the 2006 SIAM Conference on Data Mining (SDM06), Bethesda, MD, April 20-22, 2006.
    This material is based in part upon work supported by the National Science Foundation under award number IDM 0308229. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
  • Sheng Zhang, Weihong Wang, James Ford and Fillia Makedon
    Learning from Incomplete Ratings Using Non-negative Matrix Factorization in the 2006 SIAM Conference on Data Mining (SDM06), Bethesda, MD, April 20-22, 2006.
    This material is based in part upon work supported by the National Science Foundation under award number IDM 0308229. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
  • Sheng Zhang, James Ford and Fillia Makedon
    A Privacy-Preserving Collaborative Filtering Scheme with Two-way Communication. ACM Conference on Electronic Commerce (EC06), Ann Arbor, MI, June 11-15, 2006.
    This material is based in part upon work supported by the National Science Foundation under award number IDM 0308229. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
  • L. Shen, H. Huang, J. Ford, C.-H. Lu, L. Gao, W. Zheng, F. Makedon, and J. Pearlman
    Spatio-Temporal Analysis Tool for Modeling Pulmonary Nodules in MR Images , SPIE Medical Imaging 2006, San Diego, CA, Feb. 11-16, 2006.

2005
    Negotiation and data sharing group
  • Wei Zheng, Sheng Zhang, Yi Ouyang, Fillia S. Makedon, James Ford
    Node Clustering Based on Link Delay in P2P Networks The 20th Annual ACM Symposium on Applied Computing Santa Fe(SAC05-DSGC), New Mexico, March 13 -17, 2005
    Supported by NSF grant IDM-0308229
  • Sheng Zhang, Fillia S. Makedon
    Privacy Preserving Learning in Negotiation The 20th Annual ACM Symposium on Applied Computing Santa Fe(SAC05), New Mexico, March 13 -17, 2005
    Supported by NSF grant IDM-0308229
  • Yi Ouyang, Zhengyi Le, James Ford, Fillia Makedon
    Local Data Protection for In-Network Processing in Sensor Networks To appear in IEEE International Conference on Pervasive Services (ICPS) 2005, 11-14 July 2005, Santorini, Greece
    This research was supported under award number 2000-DT-CX-K001 from the U.S. Department of Homeland Security, Office for Domestic Preparedness, and by National Science Foundation award ITR 0312629.
  • Sheng Zhang, Weihong Wang, James Ford, and Fillia Makedon
    Using Singular Value Decomposition Approximation for Collaborative Filtering in the 7th IEEE Conference on E-commerce (CEC), 2005
    This work was supported by the National Science Foundation under grant IDM 0308229, and also in part by FAMRI through a Center of Excellence.
  • Zhengyi Le, Yi Ouyang, James Ford, and Fillia Makedon
    OC: A System for Open Collaborations in the first International Workshop on Security, Privacy and Trust in Pervasive and Ubiquitous Computing, July, 2005
    This project was supported under Award number 2000-DT-CX-K001 from the U.S. Department of Homeland Security, Science and Technology Directorate. Points of view in this document are those of the author(s) and do not necessarily represent the of cial position of the U.S. Department of Homeland Security or the Science and Technology Directorate.
  • Zhengyi Le, James Ford, and Fillia Makedon
    A Platform for Data Sharing in an Open Health Environment EFMI-STC 2005, Athens, Greece, 19-20 March 2005
    This work was supported in part by the National Science Foundation under grants ITR-0312629 and IDM-0083423.
    Medical data group
  • Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin Pearlman
    Surface Alignment of 3D Spherical Harmonic Models: Application to Cardiac MRI Analysis MICCAI 2005, 8th International Conference on Medical Image Computing and Computer Assisted Intervention, Palm Springs, California, USA Oct 26-29, 2005.Lecture Notes in Computer Science LNCS 3749, Springer Verlag, pp. 67-74. (acceptance rate for oral 7%, 46/632)

  • Heng Huang, Li Shen, Rong Zhang, Fillia Makedon, Bruce Hettleman, Justin Pearlman
    A Prediction Framework for Cardiac Resynchronization Therapy via 4D Cardiac Motion Analysis. MICCAI 2005, 8th International Conference on Medical Image Computing and Computer Assisted Intervention, Palm Springs, California, USA, Oct 26-29, 2005. Lecture Notes in Computer Science LNCS 3749, Springer Verlag, pp. 704-711.

  • Heng Huang, Rong Zhang, Fei Xiong, Fillia Makedon, Li Shen, Bruce Hettleman, Justin Pearlman.
    K-means+ Method for Improving Gene Selection for Classification of Microarray Data. CSB 2005, IEEE Computational Systems Bioinformatics Conference, pp. 110-111, Stanford, California, Aug 8-11, 2005.

  • Heng Huang, Li Shen, Fillia Makedon, Sheng Zhang, Mark Greenberg, Ling Gao, Justin Pearlman
    A Clustering-based Approach for Prediction of Cardiac Resynchronization Therapy. SAC 2005, 20th ACM Symposium on Applied Computing, pp. 260-266, Santa Fe, New Mexico, March 13-17, 2005.

  • Heng Huang, Li Shen, James Ford, Fillia Makedon, Ling Gao, Justin Pearlman.
    Functional Analysis of Cardiac MR Images Using SPHARM Modeling. SPIE Medical Imaging 2005: Image Processing, Proceedings of SPIE, Volume 5747, pp. 1384-1391, San Diego, California, February 12-17, 2005.

  • Heng Huang, Li Shen, James Ford, Ling Gao, Justin Pearlman.
    Early lung cancer detection based on registered perfusion MRI International Journal of Oncology, 2005, accepted.

  • Li Shen, Wei Zheng, Ling Gao, Heng Huang, Fillia Makedon, and Justin Pearlman.
    Spatio-Temporal Modeling of Lung Images for Cancer Detection. International Journal of Oncology, 2005, accepted.
  • Tilmann Steinberg, Yuhang Wang, James Ford, Fillia Makedon
    A Medical Data Collection System for Sharing Data with Outside Collaborators EFMI-STC 2005, Athens, Greece, 19-20 March 2005
    This work has been made possible by funding from NSF (grants # 0083423, 0312629, and 0308229) and by the close cooperation of Dr. Andrew J. Saykin and Prof. Heather A. Wishart from the Brain Imaging Laboratory at Dartmouth-Hitchcock Medical Center.
  • Tilmann Steinberg, Zhengyi Le, Yi Ouyang, Zhifeng Wang, Wei Zheng, Fillia Makedon, Heather Wishart, Andrew Saykin, Euripides Loukis
    Modeling MS Lesion Objects for Medical Information Exchange 3rd ICICTH International Conference on Information Communication Technologies in Health; July 7-9, 2005; Samos Island, Greece
    This material is based in part upon work supported by the National Science Foundation under award numbers IDM 0308229 and ITR 0312629. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.
2004
2003
2002