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• 2024

  A Novel Framework for Joint Learning of City Region Partition and Representation

  Deng, M., Zhang, W., Zhao, J., Wang, Z., Zhou, M., Luo, J. & Chen, C., 16 May 2024, In: ACM Transactions on Multimedia Computing, Communications and Applications. 20, 7, 210.

  Research output: Contribution to journal › Article › peer-review

  • Domain Knowledge 100%
  • Representation Model 100%
  • Performance Improvement 100%
  • Case Study 100%
  • Driven Approach 100%
  1 Scopus citations

• Co-Occurrence Matters: Learning Action Relation for Temporal Action Localization

  Cao, C., Wang, Y., Zhang, Y., Lu, Y., Zhang, X. & Zhang, Y., 1 May 2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 5, p. 3327-3339 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Atomic Action 100%
  4 Scopus citations

• Enhancing Weakly Supervised Anomaly Detection in Surveillance Videos: The CLIP-Augmented Bimodal Memory Enhanced Network

  Wu, Y., Mao, Z., Yu, C., Liu, G. & Shen, J., 2024, 2024 18th International Conference on Control, Automation, Robotics and Vision, ICARCV 2024. Institute of Electrical and Electronics Engineers Inc., p. 756-762 7 p. (2024 18th International Conference on Control, Automation, Robotics and Vision, ICARCV 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Anomaly Detection 100%
  • surveillance video 100%
  • Visual Feature 25%
  • Feature Extraction 25%
  • Art Performance 25%

• hmOS: An Extensible Platform for Task-Oriented Human-Machine Computing

  Wang, H., Yu, Z., Zhang, Y., Wang, Y., Yang, F., Wang, L., Liu, J. & Guo, B., 2024, In: IEEE Transactions on Human-Machine Systems. 54, 5, p. 536-545 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Artificial Intelligence 100%
  • Decision-Making 50%
  • Autonomous Driving 50%
  • computing paradigm 50%
  • Data Processing 50%
  2 Scopus citations

• Understanding the toxicity of trinitrophenol and promising decontamination strategies for its neutralization: Challenges and future perspectives

  Khan, I., Shah, T., Tariq, M. R., Ahmad, M. & Zhang, B., Jun 2024, In: Journal of Environmental Chemical Engineering. 12, 3, 112720.

  Research output: Contribution to journal › Review article › peer-review

  • Carcinogenic 100%
  • Chemical Water Pollutant 100%
  13 Scopus citations

• Using Permutation Entropy to Evaluate Spatial Predictability in Urban Crime

  Dang, M., Yu, Z., Chen, L., Wang, Z., Guo, B. & Nugent, C., 2024, Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024). Bravo, J., Nugent, C. & Cleland, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 69-74 6 p. (Lecture Notes in Networks and Systems; vol. 1212 LNNS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Information Systems 100%
  • Washington 100%
  • Electronic Information 100%
  • Permutation 100%

• VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection

  Wu, P., Zhou, X., Pang, G., Zhou, L., Yan, Q., Wang, P. & Zhang, Y., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 6, p. 6074-6082 9 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Anomaly Detection 100%
  • Language Modeling 100%
  • Binary Classification 40%
  • Training Model 40%
  • Visual Feature 20%
  37 Scopus citations

• 充液管结构人员抗爆炸冲击防护试验研究

  Translated title of the contribution: Experimental Study on the Effect of Liquid-filled Tube Structure on Shock Wave AttenuationLiu, Y., Lu, S., Suo, T., Hou, B., Fan, Z. & Li, Y., 31 Jul 2024, In: Binggong Xuebao/Acta Armamentarii. 45, 7, p. 2374-2382 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Shock Wave Attenuation 100%
  • Terrorist Action 33%
  • Test Tube 33%
• 2023

  Asymmetric players in Prisons Dilemma Game

  Han, Z., Zhu, P., Yang, J. & Yang, J., Sep 2023, In: Chaos, Solitons and Fractals. 174, 113892.

  Research output: Contribution to journal › Letter › peer-review

  • human history 100%
  • Dilemma 100%
  • Evolutionary Game Theory 100%
  • Asymmetric 100%
  • Game Theory 100%
  3 Scopus citations

• CoupHM: Task Scheduling Using Gradient Based Optimization for Human-Machine Computing Systems

  Wang, H., Ren, Z., Yu, Z., Zhang, Y., Liu, J. & Cui, H., 2023, Proceedings - 2022 IEEE 28th International Conference on Parallel and Distributed Systems, ICPADS 2022. IEEE Computer Society, p. 859-866 8 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2023-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Underlying Architecture 100%
  1 Scopus citations

• CuRL: A Generic Framework for Bi-Criteria Optimum Path-Finding Based on Deep Reinforcement Learning

  Chen, C., Li, L., Li, M., Li, R., Wang, Z., Wu, F. & Xiang, C., 1 Feb 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 2, p. 1949-1961 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Reinforcement Learning 100%
  • Learning Model 100%
  • Diverse Routing 25%
  • Routing Service 25%
  4 Scopus citations

• Target Selection for Multi-domain Combat SoS Breaking with Operational Constraints

  Ma, C., Liang, Y. & Xu, H., 2023, 2023 8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. (2023 8th IEEE International Conference on Advanced Robotics and Mechatronics, ICARM 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • System of Systems 100%
  • Simulated Annealing Algorithm 66%
  • Target System 66%
  • Simulation Result 33%
  • Nodes 33%

• WSAD-Net: Weakly Supervised Anomaly Detection in Untrimmed Surveillance Videos

  Wu, P. & Zhang, Y., 2023, Image and Graphics - 12th International Conference, ICIG 2023, Proceedings. Lu, H., Liu, R., Ouyang, W., Huang, H., Lu, J., Dong, J. & Xu, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 271-282 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14359 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Anomaly Detection 100%
  • surveillance video 100%
  • Multiple Instance 16%
  • Instance Learning 16%
  • Annotation 16%
• 2022

  Adaptive Graph Convolutional Networks for Weakly Supervised Anomaly Detection in Videos

  Cao, C., Zhang, X., Zhang, S., Wang, P. & Zhang, Y., 2022, In: IEEE Signal Processing Letters. 29, p. 2497-2501 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Anomaly Detection 100%
  • Graph Convolutional Network 100%
  • Adjacency Matrix 50%
  • Art Performance 50%
  • Temporal Feature 50%
  25 Scopus citations

• Multi-Color Vehicle Tracking Based on Lightweight Neural Network

  Hu, M., Li, Y. & Bai, L., 2022, Proceedings - 2022 4th International Conference on Natural Language Processing, ICNLP 2022. Institute of Electrical and Electronics Engineers Inc., p. 272-276 5 p. (Proceedings - 2022 4th International Conference on Natural Language Processing, ICNLP 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Neural Network 100%
  • Tracking (Position) 100%
  • YOLOv3 100%
  • Experimental Result 20%
  • Feature Extraction 20%
  2 Scopus citations

• Social physics

  Jusup, M., Holme, P., Kanazawa, K., Takayasu, M., Romić, I., Wang, Z., Geček, S., Lipić, T., Podobnik, B., Wang, L., Luo, W., Klanjšček, T., Fan, J., Boccaletti, S. & Perc, M., 16 Feb 2022, In: Physics Reports. 948, p. 1-148 148 p.

  Research output: Contribution to journal › Review article › peer-review

  • Physics Method 100%
  356 Scopus citations

• 自主空战连续决策方法

  Translated title of the contribution: Continuous Decision-making Method for Autonomous Air CombatShan, S., Yang, M., Zhang, W. & Gao, C., Oct 2022, In: Advances in Aeronautical Science and Engineering. 13, 5, p. 47-58 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Reinforcement Learning 100%
  • Action Space 100%
  • Learning Effect 100%
  • Making Problem 100%
  • Optimal Decision 100%
  8 Scopus citations
• 2021

  Video Pedestrian Re-identification Based on Human-Machine Collaboration

  Wang, Y., Yu, Z., Yang, F., Wang, L. & Guo, B., 2021, Computer Supported Cooperative Work and Social Computing - 15th CCF Conference, Chinese CSCW 2020, Revised Selected Papers. Sun, Y., Liu, D., Liao, H., Fan, H. & Gao, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 410-423 14 p. (Communications in Computer and Information Science; vol. 1330 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reidentification 100%
  • surveillance video 28%
  • Network Structure 14%
  • Residual Neural Network 14%
  • Good Performance 14%
• 2020

  Automatic Content Inspection and Forensics for Children Android Apps

  Luo, Q., Liu, J., Wang, J., Tan, Y., Cao, Y. & Kato, N., Aug 2020, In: IEEE Internet of Things Journal. 7, 8, p. 7123-7134 12 p., 9043521.

  Research output: Contribution to journal › Article › peer-review

  • Parental Control Software 100%
  15 Scopus citations

• Diverse strategic identities induce dynamical states in evolutionary games

  Sendiña-Nadal, I., Leyva, I., Perc, M., Papo, D., Jusup, M., Wang, Z., Almendral, J. A., Manshour, P. & Boccaletti, S., 2 Nov 2020, In: Physical Review Research. 2, 4, 043168.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Network Type 100%
  • Dominant Strategy 100%
  • Biodiversity 50%
  • Social Participation 50%
  20 Scopus citations

• Global gene expression profiling of blast lung injury of goats exposed to shock wave

  Wang, H., Zhang, W. J., Gao, J. H., Liu, J. R., Liu, Z. Y., Xia, B. Q., Fan, X. L., Li, C. Z. & Qian, A. R., Oct 2020, In: Chinese Journal of Traumatology - English Edition. 23, 5, p. 249-257 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Genome Analysis 100%
  • RNA Sequence 100%
  • Real-Time Polymerase Chain Reaction 100%
  • RNA-Sequencing 100%
  • Interleukin 17 50%
  5 Scopus citations
• 2019

  Big Data Analytics and Mining for Effective Visualization and Trends Forecasting of Crime Data

  Feng, M., Zheng, J., Ren, J., Hussain, A., Li, X., Xi, Y. & Liu, Q., 2019, In: IEEE Access. 7, p. 106111-106123 13 p., 8768367.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Keras 100%
  112 Scopus citations

• Leverage temporal convolutional network for the representation learning of URLs

  Liang, Y., Kang, J., Yu, Z., Guo, B., Zheng, X. & He, S., Jul 2019, 2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019. Zheng, X., Abbasi, A., Chau, M., Wang, A. & Zhou, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 74-79 6 p. 8823362. (2019 IEEE International Conference on Intelligence and Security Informatics, ISI 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Uniform Resource Locator 100%
  • Phishing Website 16%
  7 Scopus citations

• Neural network based continuous conditional random field for fine-grained crime prediction

  Yi, F., Yu, Z., Zhuang, F. & Guo, B., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 4157-4163 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Neural Network 100%
  • Conditional Random Field 100%
  • State of the Art 100%
  • Spatial Correlation 16%
  • Training Model 16%
  38 Scopus citations

• Ten scientific problems in human behavior understanding

  Yu, Z., Du, H., Yi, F., Wang, Z. & Guo, B., 1 May 2019, In: CCF Transactions on Pervasive Computing and Interaction. 1, 1, p. 3-9 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Illustrates 100%
  • Great Importance 100%
  • Urban Planning 100%
  • Technical Challenge 100%
  • Smart Home 100%
  20 Scopus citations
• 2018

  A Big Data Analytics Platform for Information Sharing in the Connection Between Administrative Law and Criminal Justice

  Li, N., Zheng, J. & Feng, M., 2018, Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Proceedings. Hussain, A., Luo, B., Zheng, J., Zhao, X., Liu, C.-L., Ren, J. & Zhao, H. (eds.). Springer Verlag, p. 654-662 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10989 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Semistructured Data 100%
  • Analytics Tool 100%
  • MongoDB 100%
  • Applied Machine Learning 100%
  1 Scopus citations

• Big Data Analytics and Mining for Crime Data Analysis, Visualization and Prediction

  Feng, M., Zheng, J., Han, Y., Ren, J. & Liu, Q., 2018, Advances in Brain Inspired Cognitive Systems - 9th International Conference, BICS 2018, Proceedings. Hussain, A., Luo, B., Zheng, J., Zhao, X., Liu, C.-L., Ren, J. & Zhao, H. (eds.). Springer Verlag, p. 605-614 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10989 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Criminal Activity 100%
  • Big Data Analytics 100%
  26 Scopus citations

• Electrospun fluorescent sensors for the selective detection of nitro explosive vapors and trace water

  Wu, W., Shi, N., Zhang, J., Wu, X., Wang, T., Yang, L., Yang, R., Ou, C., Xue, W., Feng, X., Xie, L. & Huang, W., 2018, In: Journal of Materials Chemistry A. 6, 38, p. 18543-18550 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Polyethylene Glycol 100%
  • Polystyrene 66%
  • Film 33%
  • Design Control 25%
  46 Scopus citations

• Identifying On-Site Users for Social Events: Mobility, Content, and Social Relationship

  Yu, Z., Yi, F., Lv, Q. & Guo, B., 1 Sep 2018, In: IEEE Transactions on Mobile Computing. 17, 9, p. 2055-2068 14 p., 8263144.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Similarity 100%
  • Gaussians 100%
  • Mean Absolute Error 100%
  • State-of-the-Art Method 100%
  • Research Work 100%
  38 Scopus citations

• Non-intrusive fingerprints extraction from hyperspectral imagery

  Yan, L. & Chen, J., 29 Nov 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. European Signal Processing Conference, EUSIPCO, p. 1432-1436 5 p. 8553281. (European Signal Processing Conference; vol. 2018-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Hyperspectral Image 100%
  • Image Analysis 50%
  • Complex Background 50%
  • Total Variation 50%
  • Information Security 50%
  5 Scopus citations
• 2016

  Human Movements Separation Based on Principle Component Analysis

  Shi, X., Zhou, F., Tao, M. & Zhang, Z., 1 Apr 2016, In: IEEE Sensors Journal. 16, 7, p. 2017-2027 11 p., 7358084.

  Research output: Contribution to journal › Article › peer-review

  • Component Analysis 100%
  • Basis Function 50%
  • Orthogonal Basis 50%
  • Human Motion 25%
  • Simulated Result 25%
  29 Scopus citations

• Products of in Situ Corrosion of Depleted Uranium Ammunition in Bosnia and Herzegovina Soils

  Wang, Y., Von Gunten, K., Bartova, B., Meisser, N., Astner, M., Burger, M. & Bernier-Latmani, R., 15 Nov 2016, In: Environmental Science and Technology. 50, 22, p. 12266-12274 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Bosnia 100%
  • Electron Microscopy 100%
  • X-Ray Absorption Spectroscopy 100%
  • Powder X-Ray Diffraction 33%
  • Uranium Trioxide 33%
  28 Scopus citations

• Sensitive information recognition based on short text sentiment analysis

  Li, Y., Pan, Q. & Yang, T., 10 Sep 2016, In: Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University. 50, 9, p. 80-84 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Blog 100%
  • Opinion Mining 100%
  • Zipf Distribution 25%
  5 Scopus citations

• Toward estimating user-social event distance: Mobility, content, and social relationship

  Yi, F., Guo, B., Yu, Z. & Lv, Q., 12 Sep 2016, UbiComp 2016 Adjunct - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 233-236 4 p. (UbiComp 2016 Adjunct - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Similarity 100%
  • Gaussians 100%
  • State-of-the-Art Method 100%
  • Online Social Network 100%
  4 Scopus citations