|
|
6 |
X.H. Wang,Daqing Zhang, J.S. Dong, et al.,"Semantic
Space: A Semantic Web Infrastructure for Smart Spaces",
IEEE Pervasive Computing, July-Sept., p32-39, 2004.
[paper] (Citation > 405)
|
5 |
T. Gu, H. K. Pung,Daqing Zhang, "Towards
an OSGi-Based Infrastructure for Context-Aware Applications
in Smart Homes", IEEE
Pervasive Computing, Oct-Dec., p66-74, 2004. [paper] (Citation > 515)
|
4 |
T. Gu, H. K. Pung, Daqing Zhang, X. H. Wang, "A
Middleware for Building Context-Aware Mobile Services",
In Proceedings of IEEE Vehicular
Technology Conference (VTC-Spring 2004), Milan, Italy, May
2004. [paper] (Citation > 538)
|
3 |
T. Gu, X.H. Wang, H. K. Pung,Daqing Zhang, "An
Ontology-based Context Model in Intelligent Environments",
In Proceedings of Communication
Networks and Distributed Systems Modeling and Simulation
Conference, San Diego, California, USA, January 2004. [paper] (Citation > 666)
|
2 |
T. Gu, H. K. Pung,Daqing Zhang, "A
Service-Oriented Middleware for Building Context-Aware
Services", Journal of Network
and Computer Applications, Vol . 28, pp. 1-18, Jan. 2005. [paper] (Citation > 1106 )
|
1 |
X.H. Wang,Daqing Zhang, T. Gu, H.K. Pung, "Ontology
Based Context Modeling and Reasoning using OWL", In
Proceedings of CoMoRea, the Second
IEEE International Conference on Pervasive Computing and
Communications (PerCom 2004), Orlando, Florida USA, March
2004. [paper] (Citation > 1475)
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Recent Publications
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Journals |
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Lili Chen, Jie Xiong, Xiaojiang Chen, Sunghoon Ivan Lee, Daqing Zhang, Tao Yan, Dingyi Fang.
LungTrack: Towards Contactless and Zero Dead-Zone Respiration Monitoring with Commodity RFIDs.
The Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2019), (2019).
|
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Youwei Zeng, Dan Wu, Jie Xiong, Enze Yi, Ruiyang Gao, Daqing Zhang.
FarSense: Pushing the Range Limit of WiFi-based Respiration Sensing with CSI Ratio of Two Antennas.
The Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2019), (2019).
|
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Chao Chen, Yan Ding, Zhu Wang, Junfeng Zhao, Bin Guo, Daqing Zhang.
VTracer: When Online Vehicle Trajectory Compression Meets Mobile Edge Computing.
IEEE Systems Journal, (2019).
|
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Kai Niu, Fusang Zhang, Yuhang Jiang, Jie Xiong, Qin Lv, Youwei Zeng, Daqing Zhang.
WiMorse: A Contactless Morse Code Text Input System using Ambient WiFi Signals.
IEEE Internet of Things Journal, (2019).
|
|
Wenbin Liu, Yongjian Yang, En Wang, Leye Wang, Djamal Zeghlache, Daqing Zhang.
Multi-Dimensional Urban Sensing in Sparse Mobile Crowdsensing.
IEEE Access, (2019).
|
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Wenbin Liu, Leye Wang, En Wang, Yongjian Yang, Djamal Zeghlache, Daqing Zhang.
Reinforcement Learning-based Cell Selection in Sparse Mobile Crowdsensing.
Computer Networks, (2019).
|
|
Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Xu Ke, Zhiwen Yu, Daqing Zhang, Dah-Ming Chiu.
ROD-Revenue: Seeking Strategies Analysis and Revenue Prediction in Ride-on-demand Service Using Multi-source Urban Data.
IEEE Transactions on Mobile Computing, (2019).
|
|
Yan Liu, Bin Guo, Nuo Li, Jing Zhang, Jingmin Chen, Daqing Zhang, Yinxiao Liu, Zhiwen Yu, Sizhe Zhang, Lina Yao.
DeepStore: An Interaction-aware Wide&Deep Model for Store Site Recommendation with Attentional Spatial Embeddings.
IEEE Internet of Things Journal, (2019).
|
|
Fusang Zhang, Kai Niu, Jie Xiong, Beihong Jin, Tao Gu, Yuhang Jiang, Daqing Zhang.
Towards a Diffraction-based Sensing Approach on Human Activity Recognition.
The Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2019), (2019).
|
|
Jiangtao Wang, Yasha Wang, Daqing Zhang, Qin Lv, Chao Chen.
Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions.
IEEE Wireless Communications, (2019).
|
|
Jiangtao Wang, Feng Wang, Yasha Wang, Leye Wang, Zhaopeng Qiu, Daqing Zhang, Bin Guo, Qin Lv.
HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing.
IEEE Transactions on Mobile Computing, (2019).
|
|
Bin Guo, Yanyong Zhang, Daqing Zhang, Zhu Wang.
Special issue on device-free sensing for human behavior recognition.
Personal and Ubiquitous Computing, 23(1): 1-2 (2019).
|
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Bin Guo, Yan Liu, Yi Ouyang, Vincent W Zheng, Daqing Zhang, Zhiwen Yu.
Harnessing the Power of the General Public for Crowdsourced Business Intelligence: A Survey.
IEEE Access, 7: 26606-26630 (2019).
|
|
Hongyang Zhao, Shuangquan Wang, Gang Zhou, Daqing Zhang.
Ultigesture: A wristband-based platform for continuous gesture control in healthcare.
Smart Health, 11: 45-65 (2019).
|
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Jiangtao Wang, Yasha Wang, Daqing Zhang, Jorge Goncalves, Denzil Ferreira, Aku Visuri, Sen Ma.
Learning-Assisted Optimization in Mobile Crowd Sensing: A Survey.
IEEE Transactions on Industrial Informatics, 15(1): 15-22 (2019).
|
|
Liang Wang, Zhiwen Yu, Daqing Zhang, Bin Guo, Chi Harold Liu.
Heterogeneous multi-task assignment in mobile crowdsensing using spatiotemporal correlation.
IEEE Transactions on Mobile Computing, 18(1): 84-97 (2019).
|
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Tianben Wang, Daqing Zhang, Leye Wang, Yuanqing Zheng, Tao Gu, Bernadette Dorizzi, Xingshe Zhou.
Contactless Respiration Monitoring using Ultrasound Signal with Off-the-shelf Audio Devices.
IEEE Internet of Things Journal, (2018).
|
|
Jiangtao Wang, Yasha Wang, Daqing Zhang, Sumi Helal.
Energy Saving Techniques in Mobile Crowd Sensing: Current State
and Future Opportunities. IEEE Communications
Magazine, 56(5): 164-169 (2018).
|
|
Suiming Guo, Chao Chen, Jingyuan Wang, Yaxiao Liu, Ke
Xu, Daqing Zhang, Dah Ming Chiu. A Simple but Quantifiable
Approach to Dynamic Price Prediction in Ride-on-demand Services
Leveraging Multi-source Urban Data. The
Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(3):
112:1-112:24 (2018).
|
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Jiangtao Wang, Leye Wang, Yasha Wang, Daqing Zhang,
Linghe Kong. Task Allocation in Mobile Crowd Sensing:
State-of-the-Art and Future Opportunities. IEEE
Internet of Things Journal, (2018).
|
|
Longbiao Chen, Dingqi Yang, Daqing Zhang, Cheng Wang,
Jonathan Li, Thi Mai Trang Nguyen. Deep mobile traffic forecast
and complementary base station clustering for C-RAN
optimization. Journal of Network and Computer
Applications (JNCA), (2018).
|
|
Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang,
Haoyi Xiong,Chao Chen, Qin Lv, Zhaopeng Qiu. Multi-Task
Allocation in Mobile Crowd Sensing with Individual Task Quality
Assurance. IEEE Transactions on Mobile
Computing (TMC), (2018).
|
|
Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak,
Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang. SPACE-TA:
Cost-Effective Task Allocation Exploiting Intradata and
Interdata Correlations in Sparse Crowdsensing.ACM
Transactions on Intelligent Systems and Technology (TIST),
9(2): 20:1-20:28 (2018).
|
|
Fusang Zhang, Daqing Zhang, Jie Xiong, Hao Wang, Kai
Niu, Beihong Jin, Yuxiang Wang. From Fresnel Diffraction Model
to Fine-grained Human Respiration Sensing with Commodity Wi-Fi
Devices. The Proceedings of the ACM on
Interactive, Mobile, Wearable and Ubiquitous Technologies
(IMWUT/Ubicomp 2018), 2(1):53:1--53:23 (2018)
|
|
Tianben Wang, Daqing Zhang, Yuanqing Zheng, Tao Gu,
Xingshe Zhou, Bernadette Dorizzi. C-FMCW Based Contactless
Respiration Detection Using Acoustic Signal.The
Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2017) , 1(4):
170:1-170:20 (2017)
|
|
Longbiao Chen, Xiaoliang Fan, Leye Wang, Daqing Zhang,
Zhiyong Yu, Jonathan Li, Thi Mai Trang Nguyen, Gang Pan, Cheng
Wang. RADAR: Road Obstacle Identification for Disaster Response
Leveraging Cross-Domain Urban Data.The
Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2017) , 1(4):
130:1-130:23 (2017)
|
|
Longbiao Chen, Jeremie Jakubowicz, Dingqi Yang, Zhaohui
Wu, Daqing Zhang, Gang Pan. Fine-Grained Urban Event Detection
and Characterization Based on Tensor Co-Factorization.IEEE
Transactions on Human-Machine Systems (THMS), 47(3): 380-391
(2017).
|
|
Chao Chen, Daqing Zhang, Xiaojuan Ma, Bin Guo, Leye
Wang, Yasha Wang and Edwin Sha. CrowdDeliver: Planning
City-wide Package Delivery Paths Leveraging the Crowds of
Taxis. IEEE Transactions on Intelligent
Transportation Systems (T-ITS), 18(6): 1478-1496 (2017),
(Featured by IEEE Spectrum).
|
|
Zhiyong Yu, Daqing Zhang, Zhu Wang, Bin Guo, Ioanna
Roussaki, Kevin Doolin, Ethel Claffey. Toward Context-Aware
Mobile Social Networks.IEEE Communications
Magazine, 55(10): 168-175 (2017).
|
|
Haoyi Xiong, Daqing Zhang, Zhishan Guo, Guanling Chen,
Laura E. Barnes. Near-Optimal Incentive Allocation for
Piggyback Crowdsensing.IEEE Communications
Magazine, 55(6): 120-125 (2017).
|
|
Bin Guo, Huihui Chen, Qi Han, Zhiwen Yu, Daqing Zhang,
Yu Wang. Worker-Contributed Data Utility Measurement for Visual
Crowdsensing Systems.IEEE Transactions on
Mobile Computing (TMC), 16(8): 2379-2391 (2017).
|
|
Bin Guo, Huihui Chen, Zhiwen Yu, Wenqian Nan, Xing Xie,
Daqing Zhang, Xingshe Zhou. TaskMe: Toward a dynamic and
quality-enhanced incentive mechanism for mobile crowd sensing.International
Journal of Human-Computer Studies, 102: 14-26 (2017).
|
|
Dan Wu, Daqing Zhang, Chenren Xu, Hao Wang, Xiang Li.
Device-Free WiFi Human Sensing: From Pattern-Based to
Model-Based Approaches.IEEE Communications
Magazine, 55(10): 91-97 (2017).
|
|
Xiang Li, Daqing Zhang, Qin Lv, Jie Xiong, Shengjie Li,
Yue Zhang, Hong Mei. IndoTrack: Device-Free Indoor Human
Tracking with Commodity Wi-Fi.The Proceedings
of the ACM on Interactive, Mobile, Wearable and Ubiquitous
Technologies (IMWUT/Ubicomp 2017) , 1(3): 72:1-72:22 (2017).
|
|
Daqing Zhang, Hao Wang, Dan Wu. Toward Centimeter-Scale
Human Activity Sensing with Wi-Fi Signals.IEEE
Computer, 50(1): 48-57 (2017) (Cover Feature).
|
|
Leye Wang, Daqing Zhang, Haoyi Xiong, J. Paul Gibson,
Chao Chen, Bing Xie. ecoSense: Minimize Participants’ Total 3G
Data Cost in Mobile Crowdsensing Using Opportunistic Relays.
IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC),
2017.
|
|
Hao Wang, Daqing Zhang, Yasha Wang, Junyi Ma, Yuxiang
Wang, Shengjie Li. RT-Fall: A Real-time and Contactless Fall
Detection System with Commodity WiFi Devices.
IEEE Transactions on Mobile Computing (TMC), 16(2): 511-526
(2017).
|
|
Tianben Wang, Zhu Wang, Daqing Zhang, Tao Gu, Hongbo
Ni, Jiangbo Jia, Xingshe Zhou, Jing Lv. Recognizing
Parkinsonian Gait Pattern by Exploiting Fine-grained Movement
Function Features. ACM Transactions on
Intelligent Systems and Technology (TIST), 8(1): 6:1-6:22
(2016).
|
|
Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang,
Vincent Gauthier, Laura E. Barnes, iCrowd: Near-Optimal Task
Allocation for Piggyback Crowdsensing, IEEE
Transactions on Mobile Computing (TMC),15(8): 2010-2022
(2016).
|
|
Longbiao Chen, Daqing Zhang, Xiaojuan Ma, Leye Wang,
Shijian Li, Zhaohui Wu, Gang Pan, Container Port Performance
Measurement and Comparison Leveraging Ship GPS Traces and
Maritime Open Data, IEEE Transactions on
Intelligent Transportation Systems (T-ITS),17(5): 1227-1242
(2016).
|
|
Leye Wang, Daqing Zhang, Yasha Wang, Chao Chen, Xiao
Han, Abdallah Mhamed. Sparse mobile crowdsensing: challenges
and opportunities.IEEE Communications Magazine,
54(7): 161-167 (2016).
|
|
Dingqi Yang, Daqing Zhang, Bingqing Qu. Participatory
Cultural Mapping Based on Collective Behavior Data in Location
Based Social Networks. ACM Trans. on
Intelligent Systems and Technology (TIST),7(3):30 (2016)
|
|
Bin Guo, Chao Chen, Daqing Zhang, Zhiwen Yu, Alvin
Chin. Mobile crowd sensing and computing: when participatory
sensing meets participatory social media. IEEE
Communications Magazine, 54(2): 131-137 (2016).
|
|
Tianben Wang, Daqing Zhang, Xingshe Zhou, Xin Qi,
Hongbo Ni, Haipeng Wang, Gang Zhou. Mining Personal Frequent
Routes via Road Corner Detection. IEEE Trans.
on Systems, Man, and Cybernetics: Systems (TSMC), 46(4):
445-458 (2016).
|
|
Leye Wang, Daqing Zhang, Zhixian Yan, Haoyi Xiong, Bing
Xie. effSense: A Novel Mobile Crowd-Sensing Framework for
Energy-Efficient and Cost-Effective Data Uploading.
IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC),
46(4): 445-458 (2016).
|
|
Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Daqing
Zhang. PicPick: a generic data selection framework for mobile
crowd photography Personal and Ubiquitous
Computing , 20(3): 325-335 (2016)
|
|
Bin Guo, Huihui Chen, Zhiwen Yu, Xing Xie, Shenlong
Huangfu, Daqing Zhang."FlierMeet: A Mobile Crowdsensing
System for Cross-Space Public Information Reposting, Tagging,
and Sharing", IEEE Transactions on
Mobile Computing, 14(10): 2020-2033 (2015).
|
|
Zhiyong Yu, Daqing Zhang, Zhiwen Yu, Dingqi Yang.
Participant Selection for Offline Event Marketing Leveraging
Location Based Social Networks. IEEE Trans. on
Systems, Man, and Cybernetics: Systems (TSMC), 45(6): 853-864
(2015).
|
|
Haoyi Xiong, Daqing Zhang, Leye Wang, Hakima Chaouchi,
EMC3: Energy-efficient Data Transfer in Mobile Crowdsensing
under Full Coverage Constraint, IEEE
Transactions on Mobile Computing, 14(7): 1355-1368 (2015)
|
|
Chao Chen, Daqing Zhang, Bin Guo, Xiaojuan Ma, Gang
Pan, Zhaohui Wu, TRIPPLANNER: Personalized Trip Planning
Leveraging Heterogeneous Crowdsourced Digital Footprints, IEEE
Transactions on Intelligent Transportation Systems, 16(3):
1259-1273 (2015)
|
|
Haoyi Xiong, Daqing Zhang, Leye Wang, J.Paul Gibson,
Jie Zhu, EEMC: Enabling Energy-Efficient Mobile Crowdsensing
with Anonymous Participants, ACM Transactions
on Intelligent Systems and Technology (TIST), ACM TIST 6(3):
39 (2015)
|
|
Daqing Zhang, Lin Sun, Bin Li, Chao
Chen, Gang Pan, Shijian Li and Zhaohui Wu. Understanding
Taxi Service Strategies from Taxi GPS Traces. IEEE
Transactions on Intelligent Transportation Systems (T-ITS),16(1):
123-135 (2015).
|
|
Dingqi Yang, Daqing
Zhang, Vincent W. Zheng, Zhiyong
Yu. Modeling User Activity Preference by Leveraging User
Spatial Temporal Characteristics in LBSNs.
IEEE Trans. On Systems, Man, and Cybernetics: Systems, 45(1):
129-142 (2015). [Paper]
[Dataset]
|
|
Daqiang Zhang, Daqing
Zhang, Haoyi Xiong, Laurence T. Yang and Vincent Gauthier,
"NextCell:
Predicting Location Using Social Interplay from Cell Phone
Traces", IEEE Transactions on
Computers, 64(2):
452-463 (2015)
|
|
Bin Guo, Alvin Chin, Zhiwen Yu, Runhe Huang, Daqing
Zhang:An Introduction to the Special Issue on Participatory
Sensing and Crowd Intelligence.ACM TIST, 6(3):
36 (2015)
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... Full
List |
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Conferences |
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Shengjie Li, Zhaopeng Liu, Yue Zhang, Xiaopeng Niu, Leye Wang, Daqing Zhang.
A real-time and robust intrusion detection system with commodity wi-fi. In Proceedings of the
2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of
the 2019 ACM International Symposium on Wearable Computers,
(UbiComp 2019)
, September, 2019, London, United Kingdom.
|
|
Kai Niu, Fusang Zhang, Yuhang Jiang, Zhaoxin Chang, Leye Wang, Daqing Zhang.
A contactless Morse code text input system using COTS wifi devices. In Proceedings of the
2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of
the 2019 ACM International Symposium on Wearable Computers,
(UbiComp 2019)
, September, 2019, London, United Kingdom.
|
|
Weiyan Chen, Kai Niu, Dan Wu, Deng Zhao, Leye Wang, Daqing Zhang.
A contactless gesture interaction system using LTE (4G) signals. In Proceedings of the
2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of
the 2019 ACM International Symposium on Wearable Computers,
(UbiComp 2019)
, September, 2019, London, United Kingdom.
|
|
Youwei Zeng, Enze Yi, Dan Wu, Ruiyang Gao, Daqing Zhang.
A CSI-ratio model based house-level respiration monitoring system using COTS wifi devices. In Proceedings of the
2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of
the 2019 ACM International Symposium on Wearable Computers,
(UbiComp 2019)
, September, 2019, London, United Kingdom.
|
|
Leye Wang, Wenbin Liu, Daqing Zhang, Yasha Wang, En
Wang, Yongjian Yang. Cell Selection with Deep Reinforcement
Learning in Sparse Mobile Crowdsensing, 38th IEEE International
Conference on Distributed Computing Systems, (ICDCS
2018) July 2 – 5, 2018, Vienna, Austria
|
|
Leye Wang, Dingqi Yang, Xiao Han, Tianben Wang, Daqing
Zhang, Xiaojuan Ma. Location Privacy-Preserving Task Allocation
for Mobile Crowdsensing with Differential Geo-Obfuscation, 26th
International World Wide Web Conference ,(WWW
2017) Apr. 2017, Perth, Australia
|
|
Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang,
Yuanduo He, Liantao Ma. PSAllocator: Multi-Task Allocation for
Participatory Sensing with Sensing Capability Constraints, in
proceedings of the 20th ACM Conference on Computer-Supported
Cooperative Work and Social Computing (CSCW
2017), Feb. 2016, Portland, USA
|
|
Zaiyang Tang, Peng Li, Song Guo, Xiaofei Liao, Hai Jin,
Daqing Zhang. Selective Traffic Offloading on the Fly: A
Machine Learning Approach, the 37th IEEE International
Conference on Distributed Computing Systems ,(ICDCS
2017) June 5 – 8, 2017, Atlanta, GA, USA
|
|
Leye Wang, Daqing Zhang, Dingqi Yang, Brian Y. Lim,
Xiaojuan Ma. Differential Location Privacy for Sparse Mobile
Crowdsensing, in proceedings of the 2016 IEEE International
Conference on Data Mining (ICDM 2016), Dec.
2016, Barcelona, Spain
|
|
Longbiao Chen, Daqing Zhang, Leye Wang, Dingqi Yang,
Xiaojuan Ma, Zhaohui Wu, Gang Pan, Jeremie Jakubowicz,Dynamic
Cluster-based Over-demand Prediction in Bike Sharing Systems,
in proceedings of he 2016 ACM International Joint Conference on
Pervasive and Ubiquitous Computing (UbiComp
2016), September 12-16, 2016, Heidelberg, Germany.(Honorable Mention Award)
|
|
Dingqi Yang, Daqing Zhang, Bingqing Qu, Philippe
Cudré-Mauroux. PrivCheck: Privacy-Preserving Check-in
Data Publishing for Personalized Location Based Services, in
Proceedings of the 2016 ACM International Joint Conference on
Pervasive and Ubiquitous Computing (UbiComp
2016), September 12-16, 2016, Heidelberg, Germany.
|
|
Yan Liu, Bin Guo, Yang Wang, Wenle Wu, Zhiwen Yu,
Daqing Zhang. TaskMe: Multi-Task Allocation in Mobile Crowd
Sensing, in proceedings of the 2016 ACM International Joint
Conference on Pervasive and Ubiquitous Computing (UbiComp
2016), September 12-16, 2016, Heidelberg, Germany.
|
|
Xiang Li, Shengjie Li, Daqing Zhang, Jie Xiong, Yasha
Wang, Hong Mei. Dynamic-MUSIC: Accurate Device-Free Indoor
Localization, in proceedings of he 2016 ACM International Joint
Conference on Pervasive and Ubiquitous Computing (UbiComp
2016), September 12-16, 2016, Heidelberg, Germany.
|
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Dan Wu, Daqing Zhang, Chenren Xu, Yasha Wang, Hao Wang.
WiDir: Walking Direction Estimation Using Wireless Signals, in
proceedings of he 2016 ACM International Joint Conference on
Pervasive and Ubiquitous Computing (UbiComp
2016), September 12-16, 2016, Heidelberg, Germany.
|
|
Hao Wang, Daqing Zhang, Junyi Ma, Yasha Wang, Yuxiang
Wang, Dan Wu, Tao Gu, Bing Xie. Human Respiration Detection
with Commodity WiFi Devices: Do User Location and Body
Orientation Matter?, in proceedings of he 2016 ACM
International Joint Conference on Pervasive and Ubiquitous
Computing (UbiComp 2016), September 12-16,
2016, Heidelberg, Germany.
|
|
Huihui Chen, Bin Guo, Zhiwen Yu, Qi Han, Daqing Zhang,
Xingshe Zhou, Toward Real-time and Cooperative Mobile Visual
Sensing and Sharing, in Proceedings of IEEE International
Conference on Computer Communications (INFOCOM
2016), 10-15 April 2016, San Francisco, CA, USA.
|
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Tianben Wang, Daqing Zhang, Zhu Wang, Jiangbo Jia,
Hongbo Ni and Xingshe Zhou, Recognizing Gait Pattern of
Parkinson’s Disease Patients Based on Fine-Grained Movement
Function Features, in Proceedings of the 12th IEEE Conference
on Ubiquitous Intelligence and Computing (UIC
2015), Aug 10-14, 2015, Beijing, China. (Best Paper Award)
|
|
Leye Wang, Daqing Zhang, Animesh Pathak, Chao Chen,
Haoyi Xiong, Dingqi Yang and Yasha Wang, CCS-TA:
Quality-Guaranteed Online Task Allocation in Compressive
Crowdsensing, in Proceeding of the 2015 ACM International
Joint Conference on Pervasive and Ubiquitous Computing (UbiComp
2015), Sept 7-11, 2015, Osaka, Japan.
|
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Longbiao Chen, Daqing Zhang, Gang Pan, Xiaojuan Ma,
Dingqi Yang, Wangsheng Zhang, Kostadin Kushlev and Shijian
Li, Bike-Share Station Placement Leveraging Heterogeneous
Urban Open Data, in Proceeding of the 2015 ACM
International Joint Conference on Pervasive and Ubiquitous
Computing (UbiComp 2015), Sept 7-11,
2015, Osaka, Japan. (Honorable
Mention Award)
|
|
Zhiwen Yu, Rong Du, Bin Guo, Huang Xu, Tao Gu, Zhu Wang
and Daqing Zhang, Who Should I Invite for My Party?
Combining User Preference and Influence Maximization for Social
Events, in Proceeding of the 2015 ACM International Joint
Conference on Pervasive and Ubiquitous Computing (UbiComp
2015), Sept 7-11, 2015, Osaka, Japan.
|
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Daqing Zhang, Hao Wang, Yasha Wang and Junyi Ma,
Anti-fall: A Non-intrusive and Real-Time Fall Detector
Leveraging CSI from Commodity WiFi Devices. ICOST
2015, pp. 181-193. [paper]
|
|
Haoyi Xiong, Daqing Zhang, Guanling
Chen, Leye Wang and Vincent Gauthier, CrowdTasker:
Maximizing Coverage Quality in Piggyback Crowdsensing under
Budget Constraint, in Proceeding of the
13th IEEE International Conference on Pervasive Computing and
Communications (PerCom 2015), March 23-27,
2015, St. Louis, USA. (AR: 15%)
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... Full
List |
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Recent Publications by Topics |
|
Wi-Fi
CSI-based Human Sensing ( New )
|
|
Youwei Zeng, Dan Wu, Ruiyang Gao, Tao Gu, Daqing Zhang:
FullBreathe:
Full Human Respiration Detection Exploiting Complementarity of
CSI Phase and Amplitude of WiFi Signals. . The
Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(3):
148:1-148:19 (2018). [Paper]
|
|
Xiang Li, Daqing Zhang, Jie Xiong, Yue Zhang, Shengjie
Li, Yasha Wang, Hong Mei: Training-Free
Human Vitality Monitoring Using Commodity Wi-Fi Devices. The
Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(3):
121:1-121:25 (2018). [Paper]
|
|
Fusang Zhang, Daqing Zhang, Jie Xiong, Hao Wang, Kai
Niu, Beihong Jin, Yuxiang Wang: From
Fresnel Diffraction Model to Fine-grained Human Respiration
Sensing with Commodity Wi-Fi Devices. . The
Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2018), 2(1):53:1--53:23
(2018). [Paper]
|
|
Kai Niu, Fusang Zhang, Jie Xiong, Xiang Li, Enze Yi,
Daqing Zhang: Boosting
fine-grained activity sensing by embracing wireless multipath
effects. . The Proceedings of the 14th ACM
International Conference on emerging Networking EXperiments
and Technologies (CoNEXT 2018), (2018). [Paper]
|
|
Dan Wu, Daqing Zhang, Chenren Xu, Hao Wang, Xiang Li: Device-Free
WiFi Human Sensing: From Pattern-Based to Model-Based
Approaches . IEEE Communications Magazine
55(10): 91-97 (2017). [Paper]
|
|
Xiang Li, Daqing Zhang, Qin Lv, Jie Xiong, Shengjie Li,
Yue Zhang, Hong Mei: IndoTrack:
Device-Free Indoor Human Tracking with Commodity Wi-Fi . The
Proceedings of the ACM on Interactive, Mobile, Wearable and
Ubiquitous Technologies (IMWUT/Ubicomp 2017) 1(3): 72:1-72:22
(2017). [Paper]
|
|
Hao Wang, Daqing Zhang, Kai Niu, Qin Lv, Yuanhuai Liu,
Dan Wu, Ruiyang Gao, Bing Xie: MFDL: A
Multicarrier Fresnel Penetration Model based Device-Free
Localization System leveraging Commodity Wi-Fi Cards . CoRR
abs/1707.07514 (2017). [Paper]
|
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Daqing Zhang, Hao Wang, Dan Wu: Toward
Centimeter-Scale Human Activity Sensing with Wi-Fi Signals . IEEE
Computer 50(1): 48-57 (2017). [Paper]
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Hao Wang, Daqing Zhang, Yasha Wang, Junyi Ma, Yuxiang
Wang, Shengjie Li: RT-Fall:
A Real-Time and Contactless Fall Detection System with
Commodity WiFi Devices. IEEE Trans. Mob.
Comput. 16(2): 511-526 (2017) [Paper]
|
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Hao Wang, Daqing Zhang, Junyi Ma, Yasha Wang, Yuxiang
Wang, Dan Wu, Tao Gu, Bing Xie: Human
respiration detection with commodity wifi devices: do user
location and body orientation matter? UbiComp
2016: 25-36. [Paper]
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Dan Wu, Daqing Zhang, Chenren Xu, Yasha Wang, Hao Wang:
WiDir:
walking direction estimation using wireless signals . UbiComp
2016: 351-362. [Paper]
|
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Xiang Li, Shengjie Li, Daqing Zhang, Jie Xiong, Yasha
Wang, Hong Mei: Dynamic-MUSIC:
accurate device-free indoor localization . UbiComp
2016: 196-207. [Paper]
|
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Junyi Ma, Hao Wang, Daqing Zhang, Yasha Wang, Yuxiang
Wang: A
Survey on Wi-Fi Based Contactless Activity Recognition . SmartWorld
2016: 1086-1091. [Paper]
|
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Daqing Zhang, Hao Wang, Yasha Wang, Junyi Ma:
Anti-fall: A Non-intrusive and Real-Time Fall Detector
Leveraging CSI from Commodity WiFi Devices . ICOST
2015: 181-193. [Paper]
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Social and
community intelligence |
|
Bin Guo, Daqing Zhang, Zhiwen Yu, Yunji Liang, Zhu
Wang, Xingshe Zhou. "From
the Internet of Things to Embedded Intelligence", World
Wide Web Journal (WWWJ), Springer, July, 2013
|
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Daqing Zhang, Zhu Wang, Bin Guo, Zhiwen Yu, “Social
and Community Intelligence - Technologies and Trends”, IEEE
Software, July/Aug 2012
|
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Daqing Zhang, Bin Guo, Zhiwen Yu: The
Emergence of Social and Community Intelligence. IEEE
Computer
44(7): 21-28 (2011). [Paper]
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Ambient
assistive living/ Pervasive elderly care |
|
Qiang Lin, Daqing Zhang, Kay Connelly, Hongbo Ni,
Xingshe Zhou, and Zhiwen Yu,
Disorientation Detection by Mining GPS Trajectories for
Cognitively-impaired Elders,Pervasive
and Mobile Computing (PMC)
, Elsevier Press, 2014.
|
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Qiang Lin, Daqing Zhang, Liming Chen, Hongbo Ni,
Xingshe Zhou, “Managing Elders’ Wandering Behavior Using
Sensors-based Solutions: A Survey”, International
Journal of Gerontolog, 2014.
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Daqing Zhang, Matthai Philipose, Qiang Yang: Introduction
to the special issue on intelligent systems for activity
recognition. ACM
Transactions on Intelligent Systems and Technology, 2(1): 1
(2011).
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Kejun Du, Daqing Zhang, Xingshe Zhou, Mossaab
Hariz: Handling conflicts of context-aware
reminding system in sensorised home. Cluster
Computing 14(1): 81-89 (2011).
|
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Feng Zhou, Jianxin Jiao, Songlin Chen, Daqing
Zhang: A Case-Driven Ambient Intelligence System
for Elderly in-Home Assistance Applications. IEEE
Transactions on Systems, Man, and Cybernetics, Part C 41(2)
: 179-189 (2011)
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Lei Tang, Xingshe Zhou, Zhiwen Yu, Yunji Liang, Daqing
Zhang, Hongbo Ni,“MHS: A Multimedia System for Improving
Medication Adherence in Elderly Care”, IEEE
Systems Journal, 2011
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Taxi GPS
trajectory mining |
|
Chao Chen, Daqing Zhang, Bin Guo, Xiaojuan Ma, Gang
Pan, Zhaohui Wu, TRIPPLANNER: Personalized Trip Planning
Leveraging Heterogeneous Crowdsourced Digital Footprints, IEEE
Transactions on Intelligent Transportation Systems, 2014
|
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D. Zhang, L. Sun, B. Li, C. Chen,
G. Pan, S. Li and Z. Wu. Understanding Taxi Service
Strategies from Taxi GPS Traces. IEEE
Transactions on Intelligent Transportation Systems (T-ITS), 2014.
|
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C. Chen, D. Zhang, P.S. Castro, N. Li, L. Sun, S. Li
and Z. Wang iBOAT:
Isolation-based Online Anomalous Trajectory Detection. IEEE
Transactions on Intelligent Transportation Systems (T-ITS), 2013.
|
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Gang Pan, Guande Qi, Zhaohui Wu, Daqing Zhang, Shijian
Li, "Land-use
Classification Using Taxi GPS Traces",
IEEE Transactions on Intelligent Transportation Systems (T-ITS),
2013
|
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C. Chen, D. Zhang, Z.-H. Zhou, N. Li, T. Atmaca and S.
Li, B-Planner:
Night Bus Route Planning using Large-scale Taxi GPS Traces, In
Proceedings of PerCom'13, San Diego, USA (Acceptance Rate: ~10.6%)
|
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P.S. Castro, D. Zhang, C. Chen, S. Li and G.
Pan, From Taxi GPS Traces to Social and Community
Dynamics: A Survey, ACM Computing Surveys (CSUR),
accepted, 2013. [Paper]
|
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Pablo Castro, Daqing Zhang, Shijian Li, "Urban
Traffic Modelling and Prediction using Large Scale Taxi GPS
Traces", In Proceedings of 10th International Conference
on Pervasive Computing (Pervasive
2012). Newcastle, UK. June 2012 (Acceptance Rate: ~19%)
|
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Bin Li, Daqing Zhang, Lin Sun, Chao Chen, Shijian Li,
Guande Qi, Qiang Yang: Hunting
or waiting? Discovering passenger-finding strategies from a
large-scale real-world taxi dataset. PerCom
Workshops 2011: 63-68. (Featured
by IEEE
Spectrum)
[paper]
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Daqing Zhang, Nan Li, Zhi-hua Zhou, Chao Chen. iBAT: Detecting Anomalous
Taxi Trajectories from GPS Traces, In Proceeding of the 13th
ACM International Conference on Ubiquitous Computing (UbiComp'11),
Beijing, China, 2011. [Paper]
(Acceptance
Rate: ~16%) |
|
LBSN
(Foursquare) data analytics [Dataset
available here]
|
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Zhiyong Yu, Daqing Zhang, Zhiwen Yu, Dingqi Yang.
Participant Selection for Offline Event Marketing Leveraging
Location Based Social Networks. IEEE Trans. on
Systems, Man, and Cybernetics: Systems (TSMC), 2014.
|
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Dingqi Yang, Daqing Zhang, Zhiyong Yu, Zhiwen
Yu, Djamal Zeghlache. SESAME: Mining User Digital
Footprints for Fine-Grained Preference-Aware Social Media
Search. ACM Trans. on Internet Technology,
(TOIT) 2014. [Dataset]
|
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Dingqi Yang, Daqing
Zhang, Vincent W. Zheng, Zhiyong
Yu. Modeling User Activity Preference by Leveraging User
Spatial Temporal Characteristics in LBSNs.IEEE
Trans. On Systems, Man, and Cybernetics: Systems (TSMC),
2014. [Dataset]
|
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Z. Wang, D. Zhang, X. Zhou, D. Yang, Z.Y. Yu, and Z.W.
Yu. Discovering
and Profiling Overlapping Communities in Location Based Social
Networks. IEEE Trans. On Systems, Man,
and Cybernetics: Systems (TSMC), 2014.
|
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Y. Zhao, Q. Chen, S. Yan, D. Zhang, T.S. Chua. Detecting
Overlapping and Profilable Communities with User-generated
Social Media Contents in LBSNs, ACM
Transactions on Multimedia Computing, Communications and
Applications (TOMCCAP), accepted, 2013
|
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D. Yang, D. Zhang, Z. Yu and Z.
Wang, A
Sentiment-enhanced Personalized Location Recommendation System, In
Proceeding of the 24th ACM Conference on Hypertext and Social
Media (HT 2013), 1-3 May, 2013, Paris, France.
(Acceptance Rate:
~16.6%) [Paper]
[Dataset]
|
|
D. Yang, D. Zhang, ZY. Yu and ZW.
Yu, Fine-Grained
Preference-Aware Location Search Leveraging Crowdsourced
Digital Footprints from LBSNs, in Proceeding of the 2013
ACM International Joint Conference on Pervasive and Ubiquitous
Computing (UbiComp 2013), September 8-12,
2013, in Zurich, Switzerland (Acceptance
Rate: ~17.7%) [Paper]
[Dataset]
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Mobile
Computing |
|
Leye Wang, Daqing Zhang, Haoyi Xiong, J. Paul Gibson,
Chao Chen, Bing Xie. ecoSense: Minimize Participants’ Total 3G
Data Cost in Mobile Crowdsensing Using Opportunistic Relays.
IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC),
2016.
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Haoyi Xiong, Daqing Zhang, Guanling Chen, Leye Wang,
Vincent Gauthier, Laura E. Barnes, iCrowd: Near-Optimal Task
Allocation for Piggyback Crowdsensing, IEEE
Transactions on Mobile Computing (TMC), 2016.
|
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Leye Wang, Daqing Zhang, Animesh Pathak, Chao Chen,
Haoyi Xiong, Dingqi Yang and Yasha Wang, CCS-TA:
Quality-Guaranteed Online Task Allocation in Compressive
Crowdsensing, in Proceeding of the 2015 ACM International
Joint Conference on Pervasive and Ubiquitous Computing (UbiComp
2015), Sept 7-11, 2015, Osaka, Japan.
|
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Tianben Wang, Daqing Zhang, Xingshe Zhou, Xin Qi,
Hongbo Ni, Haipeng Wang, Gang Zhou. Mining Personal Frequent
Routes via Road Corner Detection. IEEE Trans.
on Systems, Man, and Cybernetics: Systems (TSMC), 2015.
|
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Leye Wang, Daqing Zhang, Zhixian Yan, Haoyi Xiong, Bing
Xie. effSense: A Novel Mobile Crowd-Sensing Framework for
Energy-Efficient and Cost-Effective Data Uploading.
IEEE Trans. on Systems, Man, and Cybernetics: Systems (TSMC),
2015.
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Haoyi Xiong, Daqing Zhang, Leye Wang, Hakima Chaouchi,
EMC3: Energy-efficient Data Transfer in Mobile Crowdsensing
under Full Coverage Constraint, IEEE
Transactions on Mobile Computing, 2014
|
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Haoyi Xiong, Daqing Zhang, Leye Wang, J.Paul Gibson,
Jie Zhu, EEMC: Enabling Energy-Efficient Mobile Crowdsensing
with Anonymous Participants, ACM Transactions
on Intelligent Systems and Technology (TIST), 2014
|
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Daqing Zhang, Haoyi Xiong, Leye
Wang and Guanling Chen, CrowdRecruiter: Selecting
Participants for Piggyback CrowdSensing under Probabilistic
Coverage Constraint, in Proceeding of the 2014 ACM
International Joint Conference on Pervasive and Ubiquitous
Computing (UbiComp 2014), September
13-17, 2014, Seattle, USA (Acceptance
Rate: ~13.7%)
|
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Daqing Zhang, Leye Wang, Haoyi Xiong and Bin Guo. 4W1H
in Mobile Crowd Sensing. IEEE Communications
Magazine, 2014
|
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Daqiang Zhang, Daqing Zhang, Haoyi Xiong,
Laurence T. Yang and Vincent Gauthier, "NextCell:
Predicting Location Using Social Interplay from Cell Phone
Traces", IEEE Transactions on
Computers, Accepted, 2013
|
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Vaskar Raychoudhury, Ajay D. Kshemkalyani, Daqing
Zhang, Jiannong Cao,“Automatic Event Scheduling in Mobile
Social Network Communities”, IEEE Transactions
on Parallel and Distributed Systems, accepted, 2013
|
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Alvin Chin and Daqing Zhang (editors). Mobile
Social Networking: An Innovative Approach, Springer, 2013.
|
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Haoyi Xiong, Daqing Zhang, Daqiang Zhang and Vincent
Gauthier, “Predicting
Mobile Phone User Locations by Exploiting Collective
Behavioral Patterns”, In Proceedings of the 9th IEEE
Conference on Ubiquitous Intelligence and Computing (UIC
2012), Fukuoka, Japan, Sept. 2012. pp . (Best Paper Award,
Acceptance rate 25%)
|
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Daqing Zhang, Zhu Wang, et al., A Dynamic
Community Creation Mechanism in Opportunistic Mobile Social
Networks, In Proceeding of the 3rd International Conference on
Social Computing (SocialCom'11). [Paper]
|
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Lin Sun, Daqing Zhang, Bin Li, Bin Guo, Shijian Li: Activity
Recognition on an Accelerometer Embedded Mobile Phone with
Varying Positions and Orientations. In Proceedings of the 9th
IEEE Conference on Ubiquitous Intelligence and Computing
(UIC 2010)
548-562.[paper]
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中文邀稿 |
|
张大庆, 王 皓 , 吴 丹. 毫米级的 Wi-Fi 无接触感知:从模式到模型,中国计算机学会通讯,Vol.
14 No. 1, 2018, pp. 18-25 [PDF].
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张大庆, 陈 超 , 杨丁奇 , 熊昊一. 从数字脚印到城市计算,中国计算机学会通讯,Vol.
9 No. 8, 2013, pp. 17-24 [PDF].
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齐观德, 潘纲, 李石坚, 张大庆. 当出租车轨迹挖掘遇见智能交通, 中国计算机学会通讯,Vol.
9 No. 8, 2013, pp. 30-36 [PDF].
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郭斌, 张大庆, 於志文, 周兴社. 数字脚印与“社群智能”,中国计算机学会通讯,Vol.
7 No. 3, 2011, pp. 53-60 [PDF].
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郭斌, 於志文,张大庆,
周兴社. 机会物联--兼谈物联网的社会性,中国计算机学会通讯,Vol. 7
No. 12, 2011, pp. 52-56 [PDF].
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