20082020

Research output per year

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Research Output

2020

A Learning-based Credible Participant Recruitment Strategy for Mobile Crowd Sensing

Gao, H., Xiao, Y., Yan, H., Tian, Y., Wang, D. & Wang, W., 2020, In : IEEE Internet of Things Journal. 7, 6, p. 5302-5314 13 p., 9016107.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
54 Downloads (Pure)

Does Augmented Reality Affect Sociability, Entertainment, and Learning? A Field Experiment

Savela, N., Oksanen, A., Kaakinen, M., Noreikis, M. & Xiao, Y., Feb 2020, In : APPLIED SCIENCES. 10, 4, 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
20 Downloads (Pure)

Heterogeneous non-local fusion for multimodal activity recognition

Byvshev, P., Mettes, P. & Xiao, Y., 8 Jun 2020, ICMR 2020 - Proceedings of the 2020 International Conference on Multimedia Retrieval. ACM, p. 63-72 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Image-based Renovation Progress Inspection with Deep Siamese Networks

Byvshev, P., Pham, T. & Xiao, Y., 15 Feb 2020, Proceedings of the 2020 12th International Conference on Machine Learning and Computing, ICMLC 2020. ACM, p. 96-104 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
21 Downloads (Pure)

Improving Cross-Subject Activity Recognition via Adversarial Learning

Souza Leite, C. & Xiao, Y., 11 May 2020, In : IEEE Access. 8, p. 90542-90554 13 p., 2169-3536.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
13 Downloads (Pure)

Improving Resource Efficiency of Deep Activity Recognition via Redundancy Reduction

Souza Leite, C. & Xiao, Y., 2020, HotMobile 2020 - Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications3 March 2020. ACM, p. 33-38 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Understanding the User Behavior of Foursquare: A Data-Driven Study on a Global Scale

Chen, Y., Hu, J., Xiao, Y., Li, X. & Hui, P., 1 Jan 2020, (Accepted/In press) In : IEEE Transactions on Computational Social Systems.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Downloads (Pure)

Understanding the Working Time of Developers in IT Companies in China and the United States

Zhang, J., Chen, Y., Gong, Q., Ding, A. Y., Xiao, Y., Wang, X. & Hui, P., 2020, In : IEEE Software.

Research output: Contribution to journalArticleScientificpeer-review

2019

A 5G-V2X Based Collaborative Motion Planning for Autonomous Industrial Vehicles at Road Intersections

Shi, Y., Pan, Y., Zhang, Z., Li, Y. & Xiao, Y., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. IEEE, p. 3744-3748 5 p. 8616631. (IEEE International Conference on Systems, Man, and Cybernetics).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

4 Citations (Scopus)

Applying Embodied Design Improvisation for Physical Interaction in Augmented and Virtual Reality

Lee, J., Diaz-Kommonen, L. & Xiao, Y., 2 Jun 2019, In : Archives of Design Research. 32, 2, p. 5-17 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
195 Downloads (Pure)

Artemis: A practical low-latency naming and routing system

Li, X., Liu, B., Chen, Y., Xiao, Y., Tang, J. & Wang, X., 5 Aug 2019, Proceedings of the 48th International Conference on Parallel Processing, ICPP 2019. ACM, a60

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Chameleon: Latency and Resolution Aware Task Offloading for Visual-Based Assisted Driving

Zhu, C., Chiang, Y-H., Mehrabi, A., Xiao, Y., Yla-Jaaski, A. & Ji, Y., Sep 2019, In : IEEE Transactions on Vehicular Technology. 68, 9, p. 9038-9048 11 p., 8768075.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
81 Downloads (Pure)

CrowdParking: Crowdsourcing based parking navigation in autonomous driving era

Zhu, C., Mehrabi, A., Xiao, Y. & Wen, Y., 1 Sep 2019, Proceedings of the 2019 21st International Conference on Electromagnetics in Advanced Applications, ICEAA 2019. IEEE, p. 1401-1405 5 p. 8879201

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
46 Downloads (Pure)

DeepLoc: Deep Neural Network-based Telco Localization

Zhang, Y., Xiao, Y., Zhao, K. & Rao, W., 2019, International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. ACM, p. 258-267 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
26 Downloads (Pure)

Detecting Malicious Accounts in Online Developer Communities Using Deep Learning

Gong, Q., Zhang, J., Chen, Y., Li, Q., Xiao, Y., Wang, X. & Hui, P., Nov 2019, CIKM '19:Proceedings of the 28th ACM International Conference on Information and Knowledge Management. ACM, p. 1251-1260 (ACM International Conference on Information & Knowledge Management).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
67 Downloads (Pure)

Edge capacity planning for real time compute-intensive applications

Noreikis, M., Xiao, Y. & Jiang, Y., 1 Jun 2019, Proceedings - 2019 IEEE International Conference on Fog Computing, ICFC 2019. IEEE, p. 175-184 10 p. 8821817

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Effects of Gamified Augmented Reality in Public Spaces

Noreikis, M., Savela, N., Kaakinen, M., Xiao, Y. & Oksanen, A., 2019, In : IEEE Access. 7, p. 148108 - 148118 12 p., 8861040.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
1 Citation (Scopus)
48 Downloads (Pure)

Exploring the power of social hub services

Gong, Q., Chen, Y., Yu, X., Xu, C., Guo, Z., Xiao, Y., Ben Abdesslem, F., Wang, X. & Hui, P., Nov 2019, In : World Wide Web. 22, 6, p. 2825–2852 28 p.

Research output: Contribution to journalArticleScientificpeer-review

Folo: Latency and Quality Optimized Task Allocation in Vehicular Fog Computing

Zhu, C., Tao, J., Pastor Figueroa, G., Xiao, Y., Ji, Y., Zhou, Q., Li, Y. & Ylä-Jääski, A., Jun 2019, In : IEEE Internet of Things Journal. 6, 3, p. 4150 - 4161 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
154 Downloads (Pure)

Intelligent Construction Site (ICONS) Project Final report

Seppänen, O., Zhao, J., Badihi Olyaei, B., Noreikis, M., Xiao, Y., Jäntti, R., Singh, V. & Peltokorpi, A., Jan 2019, Aalto University, Building 2030 project. 50 p.

Research output: Book/ReportCommissioned reportProfessional

Traffic congestion prediction by spatiotemporal propagation patterns

Di, X., Xiao, Y., Zhu, C., Deng, Y., Zhao, Q. & Rao, W., 1 Jun 2019, Proceedings - 2019 20th International Conference on Mobile Data Management, MDM 2019. IEEE, p. 298-303 6 p. 8788784. (Mobile Data Management Conference; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

5 Citations (Scopus)

Understanding Skout users’ mobility patterns on a global scale: a data-driven study

Xie, R., Chen, Y., Lin, S., Zhang, T., Xiao, Y. & Wang, X., Nov 2019, In : WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS. 22, 6, p. 2655–2673 19 p.

Research output: Contribution to journalArticleScientificpeer-review

1 Citation (Scopus)

ViNav: A Vision-based Indoor Navigation System for Smartphones

Dong, J., Noreikis, M., XIAO, YU. & Yla-Jaaski, A., 1 Jun 2019, In : IEEE Transactions on Mobile Computing. 18, 6, p. 1461-1475 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
9 Citations (Scopus)
41 Downloads (Pure)
2018

An Empirical Study of the Usage of the Swarm App's Cross-Site Sharing Feature

Lin, S., Xie, R., Chen, Y., Xiao, Y. & Hui, P., Oct 2018, UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. ACM, p. 823-832 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

A Survey on Security, Privacy and Trust in Mobile Crowdsourcing

Feng, W., Yan, Z., Zhang, H., Zeng, K., Xiao, Y. & Hou, T., 2018, In : IEEE Internet of Things Journal. 5, 4, p. 2971-2992 24 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
32 Citations (Scopus)
261 Downloads (Pure)

Crowdsourced geocaching for indoor maps reconstruction

Noreikis, M. & Xiao, Y., 2018. 1 p.

Research output: Contribution to conferencePosterScientificpeer-review

Open Access

CTS: A Cellular-based Trajectory Tracking System with GPS-level Accuracy

Huang, X., Li, Y., Wang, Y., Chen, X., Xiao, Y. & Zhang, L., Jan 2018, In : PROCEEDINGS OF ACM ON INTERACTIVE, MOBILE, WEARABLE AND UBIQUITOUS TECHNOLOGIES. 1, 4, 24 p., 140.

Research output: Contribution to journalArticleScientificpeer-review

Deep Neural Network-based Telco Outdoor Localization

Zhang, Y., Rao, W. & Xiao, Y., Nov 2018, p. 307-308.

Research output: Contribution to conferenceAbstractScientificpeer-review

Fog following me: Latency and quality balanced task allocation in vehicular fog computing

Zhu, C., Pastor Figueroa, G., Xiao, Y., Li, Y. & Ylä-Jääski, A., Jun 2018, 2018 15th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON) . IEEE, 9 p. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
343 Downloads (Pure)

Guest Editorial Special Issue on Trust, Security, and Privacy in Crowdsourcing

Yan, Z., Zeng, K., Xiao, Y., Hou, T. & Samarati, P., 1 Aug 2018, In : IEEE Internet of Things Journal. 5, 4, p. 2880-2883 4 p., 8430683.

Research output: Contribution to journalEditorialScientificpeer-review

Open Access
File
150 Downloads (Pure)

Identification of Influential Users in Emerging Online Social Networks Using Cross-Site Linking

Gong, Q., Chen, Y., He, X., Li, F., Xiao, Y., Hui, P., Wang, X. & Fu, X., 11 Dec 2018, Computer Supported Cooperative Work and Social Computing. Sun, Y., Lu, T., Xie, X., Gao, L., Gao, L. & Fan, H. (eds.). p. 331-341 11 p. (Communications in Computer and Information Science; vol. 917).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

LbSLab: A user data collection system in mobile environments

Gong, Q., He, X., Xie, Q., Lin, S., She, G., Fang, R., Han, R., Chen, Y., Xiao, Y., Fu, X. & Wang, X., 8 Oct 2018, UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers. ACM, p. 624-629 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

1 Citation (Scopus)

Low-cost mapping of RFID tags using reader-equipped smartphones

Sato, Y., Noreikis, M. & Xiao, Y., 2018, Proceedings of the 15th IEEE International Conference on Mobile Ad-hoc and Sensor Systems. United States: IEEE, p. 299-307 9 p. (IEEE International Conference on Mobile Ad-hoc and Sensor Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
133 Downloads (Pure)

Measurement and Analysis of the Reviews in Airbnb

Zhou, Q., Chen, Y., Ma, C., Li, F., Xiao, Y., Wang, X. & Fu, X., 2018, Proceedings of 2018 IFIP Networking Conference. IFIP, p. 82-90 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
1 Citation (Scopus)
117 Downloads (Pure)

Measurement and Analysis of the Swarm Social Network with Tens of Millions of Nodes

Chen, Y., Hu, J., Zhao, H., Xiao, Y. & Hui, P., 2018, In : IEEE Access. 6, p. 4547-4559 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
7 Citations (Scopus)
102 Downloads (Pure)

Poster abstract Deep neural network-based telco outdoor localization

Zhang, Y., Rao, W. & Xiao, Y., 4 Nov 2018, p. 307-308. 2 p.

Research output: Contribution to conferencePosterScientificpeer-review

4 Citations (Scopus)

SnapTask: Towards efficient visual crowdsourcing for indoor mapping

Noreikis, M., Xiao, Y., Hu, J. & Chen, Y., 19 Jul 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. IEEE, Vol. 2018-July. p. 578-588 11 p. (International Conference on Distributed Computing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File
2 Citations (Scopus)
116 Downloads (Pure)

Understanding the Behavioural Differences Between American and German Users: A Data-driven Study

Yang, C., Chen, Y., Gong, Q., He, X., Xiao, Y., Huang, Y. & Fu, X., 2 Jul 2018, In : Big Data Mining and Analytics. 1, 4, p. 284 - 296 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
79 Downloads (Pure)

Unsupervised Workflow Extraction from First-person Video of Mechanical Assembly

Pham, T. & Xiao, Y., 2018, Proceeding HotMobile '18 Proceedings of the 19th International Workshop on Mobile Computing Systems & Applications : HotMobile'18. ACM, p. 31-36 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Vehicular Fog Computing for Video Crowdsourcing: Applications, Feasibility, and Challenges

Zhu, C., Pastor, G., Xiao, Y. & Ylajaaski, A., 1 Oct 2018, In : IEEE Communications Magazine. 56, 10, p. 58-63 6 p., 8493119.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
10 Citations (Scopus)
222 Downloads (Pure)

We Know Your Preferences in New Cities: Mining and Modeling the Behavior of Travelers

Xie, R., Chen, Y., Xie, Q., Xiao, Y. & Wang, X., 2018, In : IEEE Communications Magazine. 56, 11, p. 28-35 8 p., 8539017.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2 Citations (Scopus)
173 Downloads (Pure)
2017

QoS-oriented capacity planning for edge computing

Noreikis, M., Xiao, Y. & Ylä-Jääski, A., 28 Jul 2017, 2017 IEEE International Conference on Communications, ICC 2017. IEEE, 6 p. 7997387. (IEEE International Conference on Communications ).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

11 Citations (Scopus)

SeeNav: Seamless and Energy-Efficient Indoor Navigation using Augmented Reality

Noreikis, M., Xiao, Y. & Ylä-Jääski, A., 23 Oct 2017, Proceedings of the Thematic Workshops of ACM Multimedia 2017: Thematic Workshops '17 . ACM, p. 186-193 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

7 Citations (Scopus)

Soapbox: A Situated Platform for Civic Engagement

Wang, K., Yang, J., Dong, H. & Kukka, H., 2017. 3 p.

Research output: Contribution to conferencePaperScientific

Vehicular fog computing: Vision and challenges

Xiao, Y. & Zhu, C., 2 May 2017, 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017. IEEE, p. 6-9 4 p. 7917508

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

45 Citations (Scopus)
2016

Dynamic flow consolidation for energy savings in green DCNs

Zhu, C., Xiao, Y., Cui, Y., Yang, Z., Xiao, S. & Ylä-Jääski, A., 17 Feb 2016, 2015 IEEE 34th International Performance Computing and Communications Conference, IPCCC 2015. IEEE, 8 p. 7410277

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

3 Citations (Scopus)

Indoor Tracking Using Crowdsourced Maps

Dong, J., Xiao, Y., Ou, Z., Cui, Y. & Ylä-Jääski, A., 26 Apr 2016, Information Processing in Sensor Networks (IPSN), 2016 15th ACM/IEEE International Conference on. IEEE, 6 p. 7460679

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

8 Citations (Scopus)

Modeling, Profiling, and Debugging the Energy Consumption of Mobile Devices

Hoque, M. A., Siekkinen, M., Khan, K. N., Xiao, Y. & Tarkoma, S., Feb 2016, In : ACM COMPUTING SURVEYS. 48, 3, p. 1-40 39.

Research output: Contribution to journalArticleScientificpeer-review

54 Citations (Scopus)
2015

Demo: iMoon: Using Smartphones for Image-based Indoor Navigation

Dong, J., Xiao, Y., Noreikis, M., Ou, Z. & Ylä-Jääski, A., 2015, New York, NY, USA, p. 449-450.

Research output: Working paperProfessional

Demo abstract: iMoon: Using smartphones for image-based indoor navigation

Dong, J., Xiao, Y., Noreikis, M., Ou, Z. & Ylä-Jääski, A., 1 Nov 2015, ACM, p. 449-450, 2 p.

Research output: Working paperProfessional

3 Citations (Scopus)