Publications
2014
Feng-Tso Sun, Yi-Ting Yeh, Heng-Tze Cheng, Cynthia Kuo, Martin Griss, “Nonparametric Discovery of Human Routine from Sensor Data,” in Proc. IEEE International Conference on Pervasive Computing and Communications, 2014. (Acceptance rate = 14%)
2013
Heng-Tze Cheng, “Learning and Recognizing The Hierarchical and Sequential Structure of Human Activities,” Ph.D. Dissertation, Carnegie Mellon University, 2013.
Heng-Tze Cheng, Feng-Tso Sun, Martin Griss, Paul Davis, Jianguo Li, Di You, “NuActiv: Recognizing Unseen New Activities Using Semantic Attribute-Based Learning,” in Proc. ACM Int’l Conf. Mobile Systems, Applications, and Services (MobiSys), 2013. (Acceptance rate = 15.7%)
Heng-Tze Cheng, Martin Griss, Paul Davis, Jianguo Li, Di You, “Towards Zero-Shot Learning for Human Activity Recognition Using Semantic Attribute Sequence Model,” in Proc. ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2013. (Acceptance rate = 18%)
2012
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 Proc. International Conference on Pervasive Computing (Pervasive) Mobile Data Challenge Workshop, 2012.
2011
Heng-Tze Cheng, An Mei Chen, Ashu Razdan, Elliot Buller, "Contactless Gesture Recognition System Using Proximity Sensors," in Proc. IEEE International Conference on Consumer Electronics (ICCE), 2011.
Heng-Tze Cheng, Zheng Sun, Pei Zhang, "Imirok: Real-Time Imitative Robotic Arm Control for Home Robot Applications," in Proc. IEEE International Conference on Pervasive Computing and Communications (PerCom), 2011.
Heng-Tze Cheng, An Mei Chen, Ashu Razdan, Elliot Buller, "Contactless Gesture Recognition for Mobile Devices," in Proc. ACM Workshop on Multimodal Interfaces for Automotive Applications in conjunction with International Conference on Intelligent User Interfaces (IUI), 2011.
2010
Heng-Tze Cheng, Feng-Tso Sun, Senaka Buthpitiya, Martin Griss, "SensOrchestra: Collaborative Sensing for Symbolic Location Recognition," in Proc. International Conference on Mobile Computing, Applications, and Services, 2010. (Best Paper Award)
Feng-Tso Sun, Cynthia Kuo, Heng-Tze Cheng, Senaka Buthpitiya, Patricia Collins, Martin Griss, "Activity-aware Mental Stress Detection Using Physiological Sensors," in Proc. International Conference on Mobile Computing, Applications, and Services, 2010.
Heng-Tze Cheng, Senaka Buthpitiya, Feng-Tso Sun, Martin Griss, "OmniSense: A Collaborative Sensing Framework for User Context Recognition Using Mobile Phones," in Proc. ACM International Workshop on Mobile Computing Systems and Applications (HotMobile), 2010.
Heng-Tze Cheng, Feng-Tso Sun, Senaka Buthpitiya, Ying Zhang, Ara V. Nefian, "Lunar Image Classification for Terrain Detection," in Proc. Symposium on Visual Computing (ISVC), 2010.
Senaka Buthpitiya, Heng-Tze Cheng, Feng-Tso Sun, Martin Griss, Anind K. Dey, “Hermes: a Context-Aware Application Development Framework for the Mobile Environment,” in Proc. ACM International Workshop on Mobile Computing Systems and Applications (HotMobile), 2010.
Feng-Tso Sun, Heng-Tze Cheng, Senaka Buthpitiya, Patricia Collins, Martin Griss, “PainSense: Pain Assessment Through Reality Sensing,” International Conference on Pervasive Computing (Pervasive), 2010.
2009
Heng-Tze Cheng, Yi-Hsuan Yang, Yu-Ching Lin, and Homer H. Chen, "Multimodal Structure Segmentation and Analysis of Music Using Audio and Textual Information", in Proc. IEEE International Symposium on Circuits and Systems, 2009. [PDF]
2008
Heng-Tze Cheng, Yi-Hsuan Yang, Yu-Ching Lin, I-Bin Liao, and Homer H. Chen, "Automatic chord recognition for music classification and retrieval," in Proc. IEEE International Conference on Multimedia and Expo, Hannover, Germany, pp. 1505-1508, 2008. [PDF]
Yi-Hsuan Yang, Yu-Ching Lin, Heng-Tze Cheng, and Homer H. Chen, "Mr. Emo: Music retrieval in the emotion plane," in Proc. ACM Multimedia, Vancouver, BC, Canada, pp. 1003-1004, 2008. [PDF]
Yi-Hsuan Yang, Yu-Ching Lin, Heng-Tze Cheng, I-Bin Liao, Yeh-Chin Ho, and Homer H. Chen, "Toward multi-modal music emotion classification," in Proc. Pacific-Rim Conf. Multimedia, pp. 70-79, 2008. [PDF]