Ye Zhang, Le Nguyen and Joy Zhang, "Wait Time Prediction: How to Avoid Waiting in Lines?," in the Proceedings of 2nd Workshop on recent advances in behavior prediction and pro-active pervasive computing, In conjunction with 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), September 8-9, 2013, in Zurich, Switzerland. DMV Waiting Time Dataset and Readme about the dataset
Le T. Nguyen and Joy Ying Zhang, "Wi-Fi Fingerprinting through Active Learning using Smarthphones," in the Proceedings of Workshop on Pervasive Technologies in Retail Environments (PeTRE '13), held at The 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp 2013), Zurich, Switzerland, September 8, 2013.
Jiang Zhu, Hao Hu, Sky Hu, Pang Wu and Joy Zhang, "Mobile Behaviometrics: Models and Applications", to appear in the Proceedings of the Second IEEE/CIC International Conference on Communications in China (ICCC), Xi'An, China, Aug. 12-14, 2013.
Le Nguyen, Yuan Tian, Sungho Cho, Wookjong Kwak, Sanjay Parab, Yu Seung Kim, Patrick Tague and Joy Zhang, "Unauthorized Location Inference on Smartphones without Being Caught," to appear in the Proceedings of International Conference on Security and Privacy in Mobile Information and Communication Systems (PRISMS 2013), Atlantic City, New Jersey, USA, June 24-27, 2013.
Joy Ying Zhang, Pang Wu, Jiang Zhu, Hao Hu, Flavio Bonomi, "Privacy-preserved Mobile Sensing through Hybrid Cloud Trust Framework," to appear in the Proceedings of IEEE 6th International Conference on Cloud Computing, Santa Clara Marriott, CA, June 27-July 2, 2013.
La Rue, E. M., Karimi, H. A., Mitchell, A. M., & Zhang, J. (2013). The Architecture and Early Findings of a Working SMS-Based System for Individuals with Depression. In R. Martinho, R. Rijo, M. M. Cruz-Cunha & J. Varajao (Eds.), Information Systems and Technologies for Enhancing Health and Social Care , IGI Global.
Narine Kokhlikyan, Yuqi Zhang, Alex Waibel and Joy Zhang, "Measuring the Structural Importance through Rhetorical Structure Index," to appear in the Proceedings of The 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL/HLT 2013), Atlanta, June 09-14, 2013.
Pang Wu, Jiang Zhu, Joy Ying Zhang, "MobiSens: A Versatile Mobile Sensing Platform for Real-World Applications," Mobile Networks and Applications February 2013, Volume 18, Issue 1, pp 60-80.
Jiang Zhu, Yuan Tian, Sky Hu, Xinghai Hu, Elizabeth LaRue, Ying Zhang, "Human Stress Evaluation through Passive Sensing and Behavioral Modeling," to appear in the Proceedings of 2013 AMIA Summit on Clinical Research Informatics (CRI), San Francisco, CA, March 18-22, 2013.
Jiang Zhu, Pang Wu, Xiao Wang, Joy Ying Zhang, "SenSec: Mobile Application Security through Passive Sensing," in the Proceedings of International Conference on Computing, Networking and Communications. (ICNC 2013). San Diego, USA. January 28-31, 2013. Download CMU SenSec from Android Playstore
Avneesh Saluja, Ian Lane and Joy Zhang, "Machine Translation with Binary Feedback: a Large-Margin Approach," in the Proceedings of The Tenth Biennial Conference of the Association for Machine Translation in the Americas, San Diego, CA, October 28 - November 1, 2012.
Le Nguyen, Pang Wu, William Chan, Wei Peng and Joy Zhang, "Predicting Collective Sentiment Dynamics from Time-series Social Media," in the Proceedings of Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM) at The 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2012), Beijing, China, August 12-16, 2012.
Jialiu Lin, Shahriyar Amini, Jason I. Hong, Norman Sadeh, Janne Lindqvist and Joy Zhang, "Expectation and Purpose: Understanding Users’ Mental Models of Mobile App Privacy through Crowdsourcing," in the Proceedings of the 14th ACM International Conference on Ubiquitous Computing (UbiComp 2012), September 5-8, 2012 Pittsburgh, Pennsylvania.
Le T. Nguyen, Heng-Tze Cheng, Pang Wu, Senaka Buthpitiya, and Ying Zhang, "PnLUM: System for Prediction of Next Location for Users with Mobility," in the Procedings of Mobile Data Challenge by Nokia Workshop at the Tenth International Conference on Pervasive Computing, Newcastle, UK, June 2012.
Emmanuel Owusu, Jun Han, Sauvik Das, Adrian Perrig, Joy Zhang, "ACCessory: Keystroke Inference using Accelerometers on Smartphones," in the Proceedings of The Thirteenth Workshop on Mobile Computing Systems and Applications (HotMobile), San Diego, CA, February 28-29, 2012.
Jun Han, Emmanuel Owusu, Thanh-Le Nguyen, Joy Zhang and Adrian Perrig, "ACComplice: Location Inference using Accelerometers on Smartphones," in the Proceedings of The Fourth International Conference on COMmunication Systems and NETworkS (COMSNETS), Bangalore, India, Jan 3-7, 2012.
Huan-Kai Peng, Jiang Zhu, Dongzhen Piao, Rong Yan and Ying Zhang, "Retweet Modeling Using Conditional Random Fields," in the Proceedings of DMCCI 2011: ICDM 2011 Workshop on Data Mining Technologies for Computational Collective Intelligence, December 11, 2011.
Huan-Kai Peng, Pang Wu, Jiang Zhu, and Ying Zhang, "Helix: Unsupervised Grammar Induction for Structured Human Activity Recognition," in the Proceedings of The IEEE International Conference on Data Mining series (ICDM), Vancouver, Canada, Dec 11-14, 2011.
Jiang Zhu, Fei Xiong, Dongzhen Piao, Yun Liu, and Ying Zhang, "Statistically Modeling the Effectiveness of Disaster Information in Social Media," in the Proceedings of IEEE Global Humanitarian Technology Conference (GHTC), Seattle, Washington, Oct. 30 - Nov. 1st, 2011.
Avneesh Saluja, Ian Lane and Ying Zhang, "Context-aware Language Modeling for Conversational Speech Translation," in the Proceedings of Machine Translation Summit XIII, Xiamen, China, Sep 19-23, 2011.
Pang Wu, Huan-Kai Peng, Jiang Zhu and Ying Zhang, "SensCare: Semi-Automatic Activity Summarization System for Elderly Care," in the Proceedings of The 3rd International Conference on Mobile Computing, Applications, and Services (MobiCASE 2011), Los Angeles, CA, October 24-27, 2011.
Thanh-Le Nguyen and Ying Zhang , "Probabilistic Infrastructureless Positioning in the Pocket," in the Proceedings of The 3rd International Conference on Mobile Computing, Applications, and Services (MobiCASE 2011), Los Angeles, CA, October 24-27, 2011.
Sunny Xun Liu and Ying Zhang, "A Little World in My Hand —The Use of Smartphones Among Low Income Minority Women," in the Proceedings of Annual Conference of the Association for Education in Journalism and Mass Communication (AEJMC 2011), St. Louis, MO, August 10-13, 2011.
Jiang Zhu and Ying Zhang, " Towards Accountable Mobility Model: A Language Approach on User Behavior Modeling in Office WiFi Networks ," in the Proceedings of The IEEE International Conference on Computer Communications and Networks (ICCCN 2011) , Maui, Hawaii, July 31 - August 4, 2011.
Senaka Buthpitiya, Ying Zhang, Anind Dey and Martin Griss, "n-gram Geo-Trace Modeling," in the Proceedings of the Ninth International Conference on Pervasive Computing, San Francisco, CA, June 12-15, 2011.
Thanh-Le Nguyen, Ying Zhang and Martin Griss, "ProbIN: Probabilistic Inertial Navigation ," in the Proceedings of The Third Mobile Entity Localization and Tracking (MELT) Workshop held at the 7th IEEE International Conference on Mobile Ad-hoc and Sensor Networks., San Francisco, CA, November 8-12, 2010.
Peng-Wen Chen, Snehal Kumar Chennuru, Senaka Buthpitiya and Ying Zhang, "A Language-Based Approach to Indexing Heterogeneous Multimedia Lifelog," in the Proceedings of The Twelfth International Conference on Multimodal Interfaces (ICMI) , Beijing ,China , November 8-12, 2010.
Snehal Kumar Chennuru, Peng-Wen Chen, Jiang Zhu and Ying Zhang, " Mobile Lifelogger - recording, indexing, and understanding a mobile user's life ," in the Proceedings of The Second International Conference on Mobile Computing, Applications, and Services , Santa Clara, CA, Oct 25-28, 2010.
Ying Zhang, Stephan Vogel, "Significance Tests of Automatic Machine Translation Evaluation Metrics," In Machine Translation: Volume 24, Issue 1 (2010), Page 51-65.
Peng-Wen Chen, Snehal Kumar Chennuru and Ying Zhang, "A Language Approach to Modeling Human Behavior," in the Proceedings of the seventh international conference on Language Resources and Evaluation (LREC 2010) , Malta, May 17-23, 2010.
Senaka Buthpityia and Ying Zhang, "HyPhIVE : A Hybrid Virtual-Physical Collaboration Environment ," in the Proceedings of the Third International Conferences on Advances in Computer-Human Interactions. ACHI 2010 , St. Maarten, Netherlands Antilles, February 10-16, 2010.
Ying Zhang, Nguyen Bach, "Virtual Babel: Towards Context-Aware Machine Translation in Virtual Worlds," in the Proceedings of MT Summit XII , Ottawa, Ontario, Canada, August 26-30, 2009.
Omar Abdul Baki, Ying Zhang, Martin Griss, Tony Lin, "MAMS: A Mobile Application to Detect Abnormal Patterns of Activity," in the Proceedings of the First Annual International Conference on Mobile Computing, Applications, and Services (MobiCASE) , San Diego, California, Oct. 26-29, 2009.
Hsiuping Lin, Ying Zhang, Ilya Landa, Martin Griss, " WASP: An Enhanced Indoor Locationing Algorithm for a Congested Wi-Fi Environment," in the Proceedings of The Second International Workshop on Mobile Entity Localization and Tracking in GPS-less Environments (MELT) , Orlando, Florida, Sep. 30, 2009.
Ying Zhang, Stephan Vogel, Ahmad Emami, Kishore Papineni, Jeffrey Sorensen and Jerry Quinn "Distributed Language Modeling ," in the GALE Book, Chapter 2.5.1 Page 252-270.
Yi Chang, Datong Chen, Ying Zhang, Jie Yang," An Image-based Automatic Arabic Translation System," Pattern Recognition Vol. 42, pp. 2127-2134, 2009.
Ying Zhang, Stephan Vogel, "PanDoRA: A Large-scale Two-way Statistical Machine Translation System for Hand-held Devices," in the Proceedings of MT Summit XI, Copenhagen, Denmark, Sep. 10-14 2007. Bibtex entry [PanDoRA Demo]
Yi Chang, Ying Zhang, Stephan Vogel, Jie Yang "Enhancing Image-based Arabic Document Translation Using a Noisy Channel Correction Model," in the Proceedings of MT Summit XI, Copenhagen, Denmark, Sep. 10-14 2007.
Ying Zhang, Stephan Vogel, "Suffix Array and its Applications in Empirical Natural Language Processing," in the Technical Report CMU-LTI-06-010, Pittsburgh PA, USA, Dec 2006. Bibtex entry [Download SALM Source Code]
Roger Hsiao, Ashish Venugopal, Thilo Kohler, Ying Zhang, Paisarn Charoenpornsawat, Andreas Zollmann, Stephan Vogel, Alan W Black, Tanja Schultz and Alex Waibel, "Optimizing Components for Handheld Two-way Speech Translation for an English-Iraqi Arabic System," in the Proceedings of The Ninth International Conference on Spoken Language Processing (ICSLP 2006) , Pittsburgh PA, USA, Sep 17-21, 2006. Bibtex entry
Ying Zhang, Almut Silja Hildebrand, Stephan Vogel, "Distributed Language Modeling for N-best List Re-ranking," in the Proceedings of Conference on Empirical Methods in Natural Language Processing ( EMNLP 2006), Sydney, Australia, July 22-23, 2006. Bibtex entry
Fei Huang, Ying Zhang, Stephan Vogel, "Mining Key Phrase Translations from Web Corpora," In Proceedings of Joint Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT/EMNLP 2005), Vancouver, B.C., Canada, October 6-8, 2005. [Evaluation Data Used in Paper] Bibtex entry
Ying Zhang, Stephan Vogel, "Competitive Grouping in Integrated Phrase Segmentation and Alignment Model," in Proceedings of ACL05, Workshop on Building and Parallel Text: Data-driven Machine Translation and Beyond (WPT-05), June 29-30, 2005, in Ann Arbor, MI. Bibtex entry
Ying Zhang, Fei Huang, Stephan Vogel, "Mining Translations of OOV Terms from the Web through Cross-lingual Query Expansion," in Proceedings of SIGIR 2005, August 15-19, 2005, in Salvador, Brazil. [Evaluation Data Used in Paper] Bibtex entry
Ying Zhang, Stephan Vogel, "An Efficient Phrase-to-Phrase Alignment Model for Arbitrarily Long Phrase and Large Corpora," in Proceedings of the Tenth Conference of the European Association for Machine Translation (EAMT-05), Budapest, Hungary, May 30-31, 2005. Bibtex entry
Ying Zhang, Stephan Vogel, "Measuring Confidence Intervals for the Machine Translation Evaluation Metrics," in Proceedings of the 10th International Conference on Theoretical and Methodological Issues in Machine Translation (TMI 2004), Baltimore, MD USA, October 4-6, 2004. Bibtex entry
Ying Zhang, Stephan Vogel, Alex Waibel, "Interpreting Bleu/NIST scores: How much improvement do we need to have a better system?," In Proceedings of LREC 2004, Lisbon, Portugal, May 2004. Tutorial and Download Scripts Here Bibtex entry
Stephan Vogel, Ying Zhang, Fei Huang, Alicia Tribble, Ashish Venogupal, Bing Zhao, Alex Waibel, "The CMU Statistical Translation System," in Proceedings of MT Summit IX, New Orleans, LA, U.S.A., September 2003. Bibtex entry
Ying Zhang, Stephan Vogel, Alex Waibel, "Integrated Phrase Segmentation and Alignment Algorithm for Statistical Machine Translation," in Proceedings of International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE'03), Beijing, China, October 2003. Bibtex entry
Ying Zhang, Ralf D. Brown, Robert E. Frederking and Alon Lavie, "Pre-processing of Bilingual Corpora for Mandarin-English EBMT," in Proceedings of MT Summit VIII, pages 385-390, Santiago de Compostela, Spain, Sep. 2001. PostScript Version Bibtex entry
Ying Zhang, Ralf D. Brown, and Robert E. Frederking, "Adapting an Example-Based Translation System to Chinese," in Proceedings of Human Language Technology Conference 2001 (HLT-2001), San Diego, California, March 18-21, 2001. Bibtex entry
Ying Zhang, Bing Zhao, Jie Yang and Alex Waibel, "Automatic Sign Translation," in Proceedings of the International Conference on Spoken Language Processing (ICSLP 2002), Denver, Colorado, Sep 16-20, 2002.
Jie Yang, Xilin Chen, Jing Zhang, Ying Zhang and Alex Waibel, "Automatic Detection and Translation of Text From Natural Scenes" in Proceedings of International Conference on Acoustics and Signal Processing 2002(ICASSP '02), Orlando, Florida, May 13-17, 2002.
Jie Yang, J. Gao, Y. Zhang, X. Chen and A. Waibel, "An Automatic Sign Recognition and Translation System," in Proceedings of Workshop on Perceptive User Interfaces (PUI'01), Orlando, Florida, November 15-16, 2001.
Jiang Gao, Jie Yang, Ying Zhang and Alex Waibel, "Text Detection and Translation from Natural Scenes. " Technical Report, CMU-CS-01-139
Jie Yang, Jiang Gao, Ying Zhang, "Towards Automatic Sign Translation, in Proceedings of Human Language Technology Conference 2001 (HLT-2001), San Diego, California, March 18-21, 2001.