By Professor Lina Yao

Conference Papers

Bai L; Yao L; Kanhere SS; Wang X; Yang Z, 2018, 'Automatic Device Classification from Network Traffic Streams of Internet of Things', in Proceedings - Conference on Local Computer Networks, LCN, pp. 597 - 605, http://dx.doi.org/10.1109/LCN.2018.8638232

Lin X; Buyya R; Yang L; Tari Z; Choo KKR; Vlassov V; Yao L; Yin H; Wang W, 2018, 'Message from the BDCloud 2018 Chairs', in Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018, pp. XXIX - XXX, http://dx.doi.org/10.1109/BDCloud.2018.00009

Chu J; Qian K; Wang X; Yao L; Xiao F; Li J; Miao X; Yang Z, 2018, 'Passenger demand prediction with cellular footprints', in 2018 15th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2018, pp. 1 - 9, http://dx.doi.org/10.1109/SAHCN.2018.8397114

Wang B; Chen S; Yao L; Liu B; Xu X; Zhu L, 2018, 'A simulation approach for studying behavior and quality of blockchain networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Seattle, WA, USA, pp. 18 - 31, presented at International Conference on Blockchain, ICBC 2018, Seattle, WA, USA, 25 June 2018 - 30 June 2018, http://dx.doi.org/10.1007/978-3-319-94478-4_2

Chu J; Qian K; Wang X; Yao L; Xiao F; Li J; Miao X; Yang Z, 2018, 'Passenger Demand Prediction with Cellular Footprints', in 2018 15TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON SENSING, COMMUNICATION, AND NETWORKING (SECON), IEEE, HONG KONG, Hong Kong, pp. 163 - 171, presented at 15th IEEE Annual International Conference on Sensing, Communication, and Networking (SECON), HONG KONG, Hong Kong, 11 June 2018 - 13 June 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000468651200019&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Chen W; Wang S; Zhang X; Yao L; Yue L; Qian B; Li X, 2018, 'EEG-based motion intention recognition via multi-task RNNs', in Pedreschi D; Ester M (ed.), SIAM International Conference on Data Mining, SDM 2018, Society for Industrial and Applied Mathematics, San Diego, CA, pp. 279 - 287, presented at 2018 SIAM International Conference on Data Mining, SDM 2018,, San Diego, CA, 03 May 2018 - 05 May 2018, http://dx.doi.org/10.1137/1.9781611975321.32

Zhang X; Yao L; Sheng QZ; Kanhere SS; Gu T; Zhang D, 2018, 'Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals', in 2018 IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS (PERCOM), IEEE, GREECE, Athens, pp. 22 - 31, presented at IEEE International Conference on Pervasive Computing and Communications (PerCom), GREECE, Athens, 19 March 2018 - 23 March 2018, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000520087700005&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Zhang D; Yao L; Zhang X; Wang S; Chen W; Boots R; Benatallah B, 2018, 'Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-based Intention Recognition for Brain Computer Interface', in 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, Hilton New Orleans Riverside, USA, presented at Thirty-Second AAAI Conference on Artificial Intelligence, Hilton New Orleans Riverside, USA, 02 February 2018 - 02 February 2018, https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16107

Zhang D; Yao L; Wang S; Chen K; Yang Z; Benatallah B, 2018, 'Fuzzy integral optimization with deep Q-network for EEG-based intention recognition', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 156 - 168, http://dx.doi.org/10.1007/978-3-319-93034-3_13

Zhang Y; Yao L, 2018, 'Mining POI alias from microblog conversations', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 425 - 436, http://dx.doi.org/10.1007/978-3-319-93034-3_34

Zhang S; Yao L; Ning X; Huang C; Xu X; Ou S, 2018, 'Coupled Linear and Deep Nonlinear Method for Meetup Service Recommendation', in International Conference on Web Services, Springer, pp. 246 - 260, Springer

Li Z; Yao L; Nie F; Zhang D; Xu M, 2018, 'Multi-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification', presented at AAAI Conference on Artificial Intelligence, https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16808

Boroujeni FR; Wang S; Li Z; West N; Stantic B; Yao L; Long G, 2018, 'Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis', presented at AAAI Conference on Artificial Intelligence, https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/17259

Zhang S; Yao L; Xu X; Wang S; Zhu L, 2017, 'Hybrid collaborative recommendation via Semi-AutoEncoder', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Guangzhou, China, pp. 185 - 193, presented at 24th International Conference, ICONIP 2017, Guangzhou, China, 14 November 2017 - 18 November 2017, http://dx.doi.org/10.1007/978-3-319-70087-8_20

Zhang X; Yao L; Zhang D; Wang X; Sheng QZ; Gu T, 2017, 'Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis', in Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, ACM, presented at 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, 07 November 2017 - 10 November 2017, http://dx.doi.org/10.4108/eai.7-11-2017.2273696

Li C; He R; Yao L; Tao C, 2017, 'Gait optimization for multiple humanoid robots based on parallel multi-swarm particle swarm algorithm', in ACM International Conference Proceeding Series, pp. 11 - 19, http://dx.doi.org/10.1145/3144457.3144466

Xu P; Ruan W; Sheng QZ; Gu T; Yao L, 2017, 'Interpolating the missing values for multi-dimensional spatial-temporal sensor data: A tensor SVD approach', in ACM International Conference Proceeding Series, pp. 442 - 451, http://dx.doi.org/10.1145/3144457.3144474

Zhang X; Yao L; Zhang D; Wang X; Sheng QZ; Gu T, 2017, 'Multi-person brain activity recognition via comprehensive EEG signal analysis', in ACM International Conference Proceeding Series, pp. 28 - 37, http://dx.doi.org/10.1145/3144457.3144477

Fang XS; Sheng QZ; Wang X; Barhamgi M; Yao L; Ngu AHH, 2017, 'SourceVote: Fusing multi-valued data via inter-source agreements', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Valencia, Spain, pp. 164 - 172, presented at International Conference on Conceptual Modeling, Valencia, Spain, 06 November 2017 - 09 November 2017, http://dx.doi.org/10.1007/978-3-319-69904-2_13

Qi G; Yao L; Uzunov AV, 2017, 'Fault detection and localization in distributed systems using recurrent convolutional neural networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 33 - 48, presented at 13th International Conference, ADMA 2017, Singapore, 05 November 2017 - 06 November 2017, http://dx.doi.org/10.1007/978-3-319-69179-4_3

Ning X; Yao L; Wang X; Benatallah B, 2017, 'Calling for response: Automatically distinguishing situation-aware tweets during crises', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 195 - 208, presented at 13th International Conference, ADMA 2017, Singapore, 05 November 2017 - 06 November 2017, http://dx.doi.org/10.1007/978-3-319-69179-4_14

Tran NK; Sheng QZ; Babar MA; Yao L, 2017, 'A Kernel-based approach to developing adaptable and reusable sensor retrieval systems for the web of things', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Puschino, Russia, pp. 315 - 329, presented at Web Information Systems Engineering – WISE 2017 - 18th International Conference, Puschino, Russia, 07 October 2017 - 11 October 2017, http://dx.doi.org/10.1007/978-3-319-68783-4_22

Zhang S; Yao L; Xu X, 2017, 'Autosvd++: An efiicient hybrid collaborative filtering model via contractive auto-encoders', in SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, pp. 957 - 960, presented at SIGIR '17 Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, 07 August 2017 - 11 August 2017, http://dx.doi.org/10.1145/3077136.3080689

Triguero I; He Q; Yao L, 2017, 'Message from the IEEE BigDataSE 2017 Program Chairs', in Proceedings - 16th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 11th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Conference on Embedded Software and Systems, Trustcom/BigDataSE/ICESS 2017, Sydney, NSW, Australia, pp. xxvii - xxvii, presented at 2017 IEEE Trustcom/BigDataSE/ICESS, Sydney, NSW, Australia, 01 August 2017 - 04 August 2017, http://dx.doi.org/10.1109/Trustcom/BigDataSE/ICESS.2017.195

Ngu A; Wu Y; Zare H; Polican A; Yarbrough B; Yao L, 2017, 'Fall detection using smartwatch sensor data with accessor architecture', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Hong Kong, China, pp. 81 - 93, presented at International Conference, ICSH 2017, Hong Kong, China, 26 June 2017 - 27 June 2017, http://dx.doi.org/10.1007/978-3-319-67964-8_8

Salama U; Yao L; Wang X; Paik HY; Beheshti A, 2017, 'Multi-Level Privacy-Preserving Access Control as a Service for Personal Healthcare Monitoring', in Proceedings - 2017 IEEE 24th International Conference on Web Services, ICWS 2017, Honolulu, HI, USA, pp. 878 - 881, presented at 2017 IEEE International Conference on Web Services (ICWS), Honolulu, HI, USA, 25 June 2017 - 30 June 2017, http://dx.doi.org/10.1109/ICWS.2017.111

Huang C; Yao L; Wang X; Benatallah B; Sheng QZ, 2017, 'Expert as a Service: Software Expert Recommendation via Knowledge Domain Embeddings in Stack Overflow', in Web Services (ICWS), 2017 IEEE The 24th International Conference on

Zhang X; Yao L; Huang C; Sheng QZ; Wang X, 2017, 'Intent recognition in smart living through deep recurrent neural networks', in International Conference on Neural Information Processing, Springer, pp. 748 - 758, Springer

Ruan W; Chea L; Sheng QZ; Yao L, 2016, 'Recognizing daily living activity using embedded sensors in smartphones: A data-driven approach', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Gold Coast, QLD, Australia, pp. 250 - 265, presented at ADMA: 12th International Conference on Advanced Data Mining and Applications, Gold Coast, QLD, Australia, 12 December 2016 - 15 December 2016, http://dx.doi.org/10.1007/978-3-319-49586-6_17

Zhang WE; Tan M; Sheng QZ; Yao L; Shi Q, 2016, 'Efficient orthogonal non-negative matrix factorization over stiefel manifold', in International Conference on Information and Knowledge Management, Proceedings, Indianapolis, Indiana, USA, pp. 1743 - 1752, presented at 25th ACM International on Conference on Information and Knowledge Management, Indianapolis, Indiana, USA, 24 October 2016 - 28 October 2016, http://dx.doi.org/10.1145/2983323.2983761

Wang X; Sheng QZ; Yao L; Li X; Fang XS; Xu X; Benatallah B, 2016, 'Truth discovery via exploiting implications from multi-source data', in International Conference on Information and Knowledge Management, Proceedings, ASSOC COMPUTING MACHINERY, IUPUI, Indianapolis, IN, pp. 861 - 870, presented at 25th ACM International Conference on Information and Knowledge Management (CIKM), IUPUI, Indianapolis, IN, 24 October 2016 - 28 October 2016, http://dx.doi.org/10.1145/2983323.2983791

Wang X; Sheng QZ; Yao L; Li X; Fang XS; Xu X; Benatallah B, 2016, 'Empowering truth discovery with multi-truth prediction', in International Conference on Information and Knowledge Management, Proceedings, pp. 881 - 890, http://dx.doi.org/10.1145/2983323.2983767

Zhang WE; Tan M; Sheng QZ; Yao L; Shi Q, 2016, 'Efficient Orthogonal Non-negative Matrix Factorization over Stiefel Manifold', in CIKM'16: PROCEEDINGS OF THE 2016 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, ASSOC COMPUTING MACHINERY, IN, IUPUI, Indianapolis, pp. 1743 - 1752, presented at 25th ACM International Conference on Information and Knowledge Management (CIKM), IN, IUPUI, Indianapolis, 24 October 2016 - 28 October 2016, http://dx.doi.org/10.1145/'2983323.2983761

Yao L; Benatallah B; Wang X; Tran NK; Lu Q, 2016, 'Context as a service: Realizing internet of things-aware processes for the independent living of the elderly', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), SPRINGER INT PUBLISHING AG, Banff, CANADA, pp. 763 - 779, presented at 14th International Conference on Service-Oriented Computing (ICSOC), Banff, CANADA, 10 October 2016 - 13 October 2016, http://dx.doi.org/10.1007/978-3-319-46295-0_54

Alfazi A; Sheng QZ; Zhang WE; Yao L; Noor TH, 2016, 'Identification as a service: Large-scale cloud service discovery over the world wide web', in Proceedings - 2016 IEEE International Congress on Big Data, BigData Congress 2016, pp. 485 - 492, http://dx.doi.org/10.1109/BigDataCongress.2016.74

Yao L; Nie F; Sheng QZ; Gu T; Li X; Wang S, 2016, 'Learning from less for better: Semi-supervised activity recognition via shared structure discovery', in UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Heidelberg, Germany, pp. 13 - 24, presented at 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, Heidelberg, Germany, 12 September 2016 - 16 September 2017, http://dx.doi.org/10.1145/2971648.2971701

Qin Y; Yao L; Sheng QZ, 2016, 'Approximate semantic matching over linked data streams', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Porto, Portugal, pp. 37 - 51, presented at DEXA 2016, Porto, Portugal, 05 September 2016 - 08 September 2016, http://dx.doi.org/10.1007/978-3-319-44406-2_5

Ruan W; Sheng QZ; Yao L; Gu T; Ruta M; Shangguan L, 2016, 'Device-free indoor localization and tracking through Human-Object Interactions', in WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks, http://dx.doi.org/10.1109/WoWMoM.2016.7523524

Madi BMA; Sheng QZ; Yao L; Qin Y; Wang X, 2016, 'PLMwsp: Probabilistic latent model for web service QoS prediction', in Proceedings - 2016 IEEE International Conference on Web Services, ICWS 2016, San Francisco, CA, USA, pp. 623 - 630, presented at 2016 IEEE International Conference on Web Services (ICWS), San Francisco, CA, USA, 27 June 2016 - 02 July 2016, http://dx.doi.org/10.1109/ICWS.2016.86

Zhang WE; Sheng QZ; Qin Y; Yao L; Shemshadi A; Taylor K, 2016, 'SECF: Improving SPARQL Querying performance with proactive fetching and Caching', in Proceedings of the ACM Symposium on Applied Computing, pp. 362 - 367, http://dx.doi.org/10.1145/2851613.2851846

Ruan W; Sheng QZ; Yao L; Yang L; Gu T, 2016, 'HOI-Loc: Towards unobstructive human localization with probabilistic multi-sensor fusion', in 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, IEEE, Sydney, NSW, Australia, presented at 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops), Sydney, NSW, Australia, 14 March 2016 - 18 March 2016, http://dx.doi.org/10.1109/PERCOMW.2016.7457055

Ruan W; Sheng QZ; Yao L; Tran NK; Yang YC, 2016, 'PreventDark: Automatically detecting and preventing problematic use of smartphones in darkness', in 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016, IEEE, Sydney, NSW, Australia, presented at 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops, Sydney, NSW, Australia, 14 March 2016 - 18 March 2016, http://dx.doi.org/10.1109/PERCOMW.2016.7457071

Yao L; Sheng QZ; Ruan W; Li X; Wang S; Yang Z, 2016, 'Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength', in Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS, pp. 116 - 123, http://dx.doi.org/10.1109/ICPADS.2015.23

Yao L; Sheng QZ; Li X; Wang S; Gu T; Ruan W; Zou W, 2016, 'Freedom: Online activity recognition via dictionary-based sparse representation of RFID sensing data', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 1087 - 1092, http://dx.doi.org/10.1109/ICDM.2015.102

Zhang WE; Sheng QZ; Taylor K; Qin Y; Yao L, 2016, 'Learning-based SPARQL query performance prediction', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 313 - 327, http://dx.doi.org/10.1007/978-3-319-48740-3_23

Wang S; Nie F; Chang X; Li X; Sheng QZ; Yao L, 2016, 'Uncovering locally discriminative structure for feature analysis', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 281 - 295, http://dx.doi.org/10.1007/978-3-319-46128-1_18

Wang X; Sheng QZ; Fang XS; Yao L; Xu X; Li X, 2015, 'An integrated Bayesian approach for effective multi-truth discovery', in International Conference on Information and Knowledge Management, Proceedings, pp. 493 - 502, http://dx.doi.org/10.1145/2806416.2806443

Wang X; Sheng QZ; Fang XS; Li X; Xu X; Yao L, 2015, 'Approximate truth discovery via problem scale reduction', in International Conference on Information and Knowledge Management, Proceedings, pp. 503 - 512, http://dx.doi.org/10.1145/2806416.2806444

Yao L; Wang X; Sheng QZ; Ruan W; Zhang W, 2015, 'Service Recommendation for Mashup Composition with Implicit Correlation Regularization', in Proceedings - 2015 IEEE International Conference on Web Services, ICWS 2015, pp. 217 - 224, http://dx.doi.org/10.1109/ICWS.2015.38

Yao L; Sheng QZ; Qin Y; Wang X; Shemshadi A; He Q, 2015, 'Context-aware point-of-interest recommendation using Tensor Factorization with social regularization', in SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1007 - 1010, http://dx.doi.org/10.1145/2766462.2767794

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