Mathematical and Natural Sciences, School of (SMNS)

Research output

Research output per year 1981 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2024

• 990 Article
• 95 Conference contribution
• 54 Review article
• 51 Chapter
• 74 More
  • 28 Editorial
  • 19 Comment/debate
  • 8 Letter
  • 7 Book
  • 7 Short survey
  • 4 Conference article
  • 1 Paper

Research output per year

Research output per year

Search results

• 2023

  A Holistic Curriculum Towards Teaching Smart Home Security

  Wang, F., Xu, K. & Xue, G., Mar 6 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 1284 1 p. (SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education; vol. 2).

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

  Open Access

  • Curricula 100%
  • Teaching 84%
  • Students 70%
  • curriculum 52%
  • traffic 46%
  1 Scopus citations

• Exploring Machine Learning Algorithms for User Activity Inference from IoT Network Traffic

  Xu, K., Wan, Y., Lin, X., Wang, F. & Xue, G., 2023, Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023. Institute of Electrical and Electronics Engineers Inc., p. 366-374 9 p. (Proceedings - 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2023).

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

  • Internet of Things 100%
  • Network Traffic 86%
  • Machine Learning 72%
  • machine learning 70%
  • Learning Algorithm 66%

• Extracting Spatial Information of IoT Device Events for Smart Home Safety Monitoring

  Wan, Y., Lin, X., Xu, K., Wang, F. & Xue, G., 2023, INFOCOM 2023 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE INFOCOM; vol. 2023-May).

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

  • Internet of things 100%
  • Monitoring 67%
  • Home networks 51%
  • Communication 13%
  • Smartphones 12%

• IoT System Vulnerability Analysis and Network Hardening with Shortest Attack Trace in a Weighted Attack Graph

  Wan, Y., Lin, X., Sabur, A., Chang, A., Xu, K. & Xue, G., May 9 2023, Proceedings - 8th ACM/IEEE Conference on Internet of Things Design and Implementation, IoTDI 2023. Association for Computing Machinery, p. 315-326 12 p. (ACM International Conference Proceeding Series).

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

  • Hardening 100%
  • Internet of things 90%
  • Heuristic algorithms 17%
  • Testbeds 17%
  • NP-hard 17%

• “Let’s Eat Grandma”: Does Punctuation Matter in Sentence Representation?

  Karami, M., Mosallanezhad, A., Mancenido, M. V. & Liu, H., 2023, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Proceedings. Amini, M-R., Canu, S., Fischer, A., Guns, T., Kralj Novak, P. & Tsoumakas, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 588-604 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13714 LNAI).

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

  • Semantic Similarity 100%
  • Semantics 70%
  • Dissimilarity 64%
  • Performance 61%
  • Preprocessing 59%
  1 Scopus citations
• 2022

  Annotating Line Charts for Addressing Deception

  Fan, A., Ma, Y., Mancenido, M. & MacIejewski, R., Apr 29 2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 80. (Conference on Human Factors in Computing Systems - Proceedings).

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

  Open Access

  • Visualization 100%
  • Experiments 9%
  8 Scopus citations

• Domain Adaptive Fake News Detection via Reinforcement Learning

  Mosallanezhad, A., Karami, M., Shu, K., Mancenido, M. V. & Liu, H., Apr 25 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 3632-3640 9 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

  • Reinforcement learning 100%
  • Labeled data 39%
  • Costs 12%
  • Experiments 11%
  31 Scopus citations

• Inferring User Activities from IoT Device Events in Smart Homes: Challenges and Opportunities

  Lin, X., Wan, Y., Xu, K., Wang, F. & Xue, G., 2022, ICCCN 2022 - 31st International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2022-July).

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

  • Internet of things 100%
  • Home networks 51%
  • Digital forensics 26%

• IoTMosaic: Inferring User Activities from IoT Network Traffic in Smart Homes

  Wan, Y., Xu, K., Wang, F. & Xue, G., 2022, INFOCOM 2022 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 370-379 10 p. (Proceedings - IEEE INFOCOM; vol. 2022-May).

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

  • Internet of things 100%
  • Assisted living 22%
  • Home networks 21%
  • Cyber Physical System 19%
  • Cloud computing 14%
  8 Scopus citations

• Trust in AI-Enabled Decision Support Systems: Preliminary Validation of MAST Criteria

  Chiou, E. K., Salehi, P., Blasch, E., Sung, J., Cohen, M. C., Pan, A., Mancenido, M., Mosallanezhad, A., Ba, Y. & Bhatti, S., 2022, Proceedings of the 2022 IEEE International Conference on Human-Machine Systems, ICHMS 2022. Kaber, D., Guerrieri, A., Fortino, G. & Nurnberger, A. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2022 IEEE International Conference on Human-Machine Systems, ICHMS 2022).

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

  • Decision Support Systems 100%
  • Decision support systems 65%
  • Summarization 38%
  • Credibility 32%
  • Text 23%
  4 Scopus citations
• 2021

  Challenges of data collection on mturk: A human-AI joint face-matching task

  Mancenido, M., Salehi, P., Chiou, E., Mosallanezhad, A., Shah, A. & Cohen, M., 2021, IISE Annual Conference and Expo 2021. Ghate, A., Krishnaiyer, K. & Paynabar, K. (eds.). Institute of Industrial and Systems Engineers, IISE, p. 175-180 6 p. (IISE Annual Conference and Expo 2021).

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

  • Compensation and Redress 100%
  • Inspection 99%
  1 Scopus citations

• Mitigating bias in session-based cyberbullying detection: A non-compromising approach

  Cheng, L., Mosallanezhad, A., Silva, Y. N., Hall, D. L. & Liu, H., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2158-2168 11 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

  • Social Media 100%
  • Context-aware 52%
  • social media 43%
  • Reinforcement Learning 43%
  • Reinforcement learning 41%
  23 Scopus citations
• 2020

  IoTArgos: A Multi-Layer Security Monitoring System for Internet-of-Things in Smart Homes

  Wan, Y., Xu, K., Xue, G. & Wang, F., Jul 2020, INFOCOM 2020 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 874-883 10 p. 9155424. (Proceedings - IEEE INFOCOM; vol. 2020-July).

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

  • Internet of things 100%
  • Monitoring 67%
  • Communication 25%
  • Data Link Layer 23%
  • Internet 23%
  46 Scopus citations

• Temporal Properties of Cyberbullying on Instagram

  Gupta, A., Yang, W., Sivakumar, D., Silva, Y., Hall, D. & Nardini Barioni, M., Apr 20 2020, The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, p. 576-583 8 p. (The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020).

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

  • Communication 100%
  8 Scopus citations

• Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model

  Cheng, L., Shu, K., Wu, S., Silva, Y. N., Hall, D. L. & Liu, H., Oct 19 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 185-194 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Gaussian Mixture Model 100%
  • Learning Networks 33%
  • Social Media 29%
  • Labeling 25%
  • Information Sharing 18%
  20 Scopus citations
• 2019

  Detecting malicious domains with behavioral modeling and graph embedding

  Lei, K., Fu, Q., Ni, J., Wang, F., Yang, M. & Xu, K., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 601-611 11 p. 8885225. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

  • Internet 100%
  • Big data 66%
  • Time series 63%
  • Websites 62%
  16 Scopus citations

• Hierarchical attention networks for cyberbullying detection on the instagram social network

  Cheng, L., Guo, R., Silva, Y., Hall, D. & Liu, H., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 235-243 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

  Open Access

  • Experiments 100%
  58 Scopus citations

• Location Prediction with Communities in User Ego-Net in Social Media

  Wagenseller, P., Avram, A., Jiang, E., Wang, F. & Zhao, Y., May 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8761695. (IEEE International Conference on Communications; vol. 2019-May).

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

  • User experience 100%
  3 Scopus citations

• Multidimensional behavioral profiling of internet-of-things in edge networks

  Xu, K., Wan, Y., Xue, G. & Wang, F., Jun 24 2019, Proceedings of the International Symposium on Quality of Service, IWQoS 2019. Association for Computing Machinery, Inc, 37. (Proceedings of the International Symposium on Quality of Service, IWQoS 2019).

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

  Open Access

  • Profiling 100%
  • Internet of Things 88%
  • Internet of things 64%
  • Network Security 11%
  • Cloud Services 11%
  11 Scopus citations

• On consistency of graph-based semi-supervised learning

  Du, C., Zhao, Y. & Wang, F., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 483-491 9 p. 8884958. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

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

  Open Access

  • Semi-supervised learning 100%
  • Labeled data 95%
  • Tuning 42%
  • Algebra 28%
  • Computer science 27%
  1 Scopus citations

• Pi-Bully: Personalized cyberbullying detection with peer influence

  Cheng, L., Li, J., Silva, Y., Hall, D. & Liu, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5829-5835 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

  Open Access
  21 Scopus citations

• Similarity Grouping in Big Data Systems

  Silva, Y. N., Sandoval, M., Prado, D., Wallace, X. & Rong, C., 2019, Similarity Search and Applications - 12th International Conference, SISAP 2019, Proceedings. Amato, G., Gennaro, C., Oria, V. & Radovanovic, M. (eds.). Springer, p. 212-220 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11807 LNCS).

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

  • Grouping 100%
  • Big data 78%
  • Similarity 74%
  • Semantics 59%
  • Relational database systems 41%
  1 Scopus citations

• Towards decentralized equilibrium asset trading based on blockchain

  Lei, K., Du, M., Yang, L., Liu, J., Huang, J., Xie, D. & Xu, K., Aug 2019, Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019. Xiao, Z., Yang, L. T., Balaji, P., Li, T., Li, K. & Zomaya, A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1461-1468 8 p. 8855688. (Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019).

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

  • Ethereum 100%
  • Blockchain 79%
  • Cryptocurrency 48%
  • Bitcoin 46%
  • Assets 39%
  2 Scopus citations
• 2018

  A first step towards combating fake news over online social media

  Xu, K., Wang, F., Wang, H. & Yang, B., 2018, Wireless Algorithms, Systems, and Applications - 13th International Conference, WASA 2018, Proceedings. Cheng, W., Li, W. & Chellappan, S. (eds.). Springer Verlag, p. 521-531 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10874 LNCS).

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

  • Social Media 100%
  • Registration 48%
  • Websites 47%
  • Corpus 24%
  • Timing 21%
  8 Scopus citations

• An Investigation into Android In-App Ad Practice: Implications for App Developers

  He, B., Xu, H., Jin, L., Guo, G., Chen, Y. & Weng, G., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 2465-2473 9 p. 8486010. (Proceedings - IEEE INFOCOM; vol. 2018-April).

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

  • Application programs 100%
  • Application programming interfaces (API) 12%
  • Terminology 7%
  • Ecosystems 6%
  • Static analysis 6%
  11 Scopus citations

• A visual introduction to conceptual database design for all

  Goelman, D. & Dietrich, S., Feb 21 2018, SIGCSE 2018 - Proceedings of the 49th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, Inc, p. 320-325 6 p. (SIGCSE 2018 - Proceedings of the 49th ACM Technical Symposium on Computer Science Education; vol. 2018-January).

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

  • Conceptual design 100%
  • Spreadsheets 56%
  • self-assessment 49%
  • Computer science 48%
  • computer science 42%
  8 Scopus citations

• Chance-constrained day-ahead hourly scheduling in distribution system operation

  Gu, Y., Jiang, H., Zhang, J. J., Zhang, Y., Muljadi, E. & Solis, F., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1363-1367 5 p. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

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

  • Distribution System 100%
  • scheduling 97%
  • Scheduling 69%
  • forecasting 53%
  • electric power 49%
  4 Scopus citations

• Computational model for pedestrian movement and infectious diseases spread during air travel

  Derjany, P., Namilae, S., Mubayi, A. & Srinivasan, A., 2018, AIAA Modeling and Simulation Technologies. 209959 ed. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Modeling and Simulation Technologies Conference, 2018; no. 209959).

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

  • Computational Model 100%
  • Infectious Diseases 97%
  • Movement 85%
  • Infection 83%
  • Air Transportation 82%
  3 Scopus citations

• Detecting and characterizing web bot traffic in a large e-commerce marketplace

  Xu, H., Li, Z., Chu, C., Chen, Y., Yang, Y., Lu, H., Wang, H. & Stavrou, A., 2018, Computer Security - 23rd European Symposium on Research in Computer Security, ESORICS 2018, Proceedings. Zhou, J., Soriano, M. & Lopez, J. (eds.). Springer Verlag, p. 143-163 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11099 LNCS).

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

  • Electronic Commerce 100%
  • Traffic 71%
  • World Wide Web 63%
  • Websites 54%
  • Decision trees 31%
  15 Scopus citations

• IFS-RL: An intelligent forwarding strategy based on reinforcement learning in named-data networking

  Zhang, Y., Xu, K., Bai, B. & Lei, K., Aug 7 2018, NetAI 2018 - Proceedings of the 2018 Workshop on Network Meets AI and ML, Part of SIGCOMM 2018. Association for Computing Machinery, Inc, p. 54-59 6 p. (NetAI 2018 - Proceedings of the 2018 Workshop on Network Meets AI and ML, Part of SIGCOMM 2018).

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

  • Reinforcement learning 100%
  • Routers 31%
  • Data communication systems 29%
  • Throughput 23%
  • Topology 22%
  12 Scopus citations

• Internet Protocol Cameras with No Password Protection: An Empirical Investigation

  Xu, H., Xu, F. & Chen, B., 2018, Passive and Active Measurement - 19th International Conference, PAM 2018, Proceedings. Feldmann, A., Smaragdakis, G. & Beverly, R. (eds.). Springer Verlag, p. 47-59 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10771 LNCS).

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

  • Password 100%
  • Camera 79%
  • Internet protocols 73%
  • Cameras 44%
  • Vulnerability 7%
  10 Scopus citations

• Load forecasting based distribution system network reconfiguration - A distributed data-driven approach

  Gu, Y., Jiang, H., Zhang, J. J., Zhang, Y., Muljadi, E. & Solis, F., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1358-1362 5 p. (Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017; vol. 2017-October).

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

  • Load Forecasting 100%
  • Optimal Power Flow 81%
  • Distribution System 70%
  • Reconfiguration 67%
  • forecasting 56%
  7 Scopus citations
• 2017

  Community verification with topic modeling

  Wang, F. & Orton, K., 2017, Wireless Algorithms, Systems, and Applications - 12th International Conference, WASA 2017, Proceedings. Zhang, Y., Khreishah, A., Yan, M. & Ma, L. (eds.). Springer Verlag, p. 278-288 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10251 LNCS).

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

  • Community 100%
  • Community Detection 74%
  • Modeling 64%
  • Performance Measurement 43%
  • Conductance 30%

• Surface charge method for the forward EEG problem

  Solis, F. & Papandreou-Suppappola, A., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 1646-1650 5 p. 7869659

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

  • Surface charge 100%
  • Boundary integral equations 94%
  • Integral equations 74%
  • Electroencephalography 67%
  2 Scopus citations
• 2016

  Adaptive EEG artifact suppression using Gaussian mixture modeling

  Solis, F., Maurer, A., Jiang, J. & Papandreou-Suppappola, A., Feb 26 2016, Conference Record of the 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015. Matthews, M. B. (ed.). IEEE Computer Society, p. 607-611 5 p. 7421202. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2016-February).

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

  • Electroencephalography 100%
  4 Scopus citations

• Internet traffic analysis in a large university town: A graphical and clustering approach

  Weng, W., Lei, K., Xu, K., Liu, X. & Sun, T., 2016, Web-Age Information Management - 17th International Conference, WAIM 2016, Proceedings. Xu, J., Zhang, N., Liu, D., Cui, B. & Lian, X. (eds.). Springer Verlag, p. 378-389 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9658).

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

  • Traffic Analysis 100%
  • Internet Traffic 95%
  • Universities 73%
  • Clustering 57%
  • Graphics 50%
• 2015

  An encryption and probability based access control model for named data networking

  Chen, T., Lei, K. & Xu, K., Jan 20 2015, 2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014. Institute of Electrical and Electronics Engineers Inc., 7017100. (2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014).

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

  • Access Control 100%
  • Networking 89%
  • Encryption 73%
  • Access control 58%
  • Cryptography 51%
  27 Scopus citations

• A RCP-Based Congestion Control Protocol in Named Data Networking

  Lei, K., Hou, C., Li, L. & Xu, K., Oct 26 2015, Proceedings - 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2015. Institute of Electrical and Electronics Engineers Inc., p. 538-541 4 p. 7307873

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

  • Congestion Control 100%
  • Networking 94%
  • Rate Control 92%
  • Control Algorithm 21%
  • Data transfer 16%
  26 Scopus citations

• A spatiotemporal model of twitter information diffusion: An example of egyptian revolution 2011

  Kwon, K., Wang, H., Raymond, R. & Xu, W. W., Jul 27 2015, Proceedings of the 2015 International Conference on Social Media and Society, SMSociety 2015. Gruzd, A., Jacobson, J., Mai, P. & Wellman, B. (eds.). Association for Computing Machinery, a4. (ACM International Conference Proceeding Series; vol. 2015-July).

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

  • Advection 100%
  • Partial differential equations 77%
  • Economics 50%
  4 Scopus citations

• Characterizing airplane environments in commercial airplanes using on-board test vehicles to evaluate the impact on state-of-the-art avionics components

  Juarez, J., Borror, C. & Redman, D., 2015, Joint Conference: MFPT 2015 and ISA's 61st International Instrumentation Symposium - Technology Evolution: Sensors to Systems for Failure Prevention. Society for Machinery Failure Prevention Technology

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

• Extracting unknown words from Sina Weibo via data clustering

  Lei, K., Zhang, W., Zhang, K. & Xu, K., Sep 9 2015, 2015 IEEE International Conference on Communications, ICC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1182-1187 6 p. 7248483. (IEEE International Conference on Communications; vol. 2015-September).

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

  • Hierarchical clustering 100%
  • Sports 86%
  • Glossaries 82%
  4 Scopus citations

• Financial fraud detection using social media crowdsourcing

  Matti, T., Zhu, Y. & Xu, K., Jan 20 2015, 2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014. Institute of Electrical and Electronics Engineers Inc., 7017023. (2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014; vol. 2014-January).

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

  • Fraud Detection 100%
  • Social Media 99%
  • Crowdsourcing 64%
  • User Behavior 51%
  • Marketing 35%
  3 Scopus citations

• Hot topic analysis and content mining in social media

  Yu, Q., Weng, W. T., Zhang, K., Lei, K. & Xu, K., Jan 20 2015, 2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014. Institute of Electrical and Electronics Engineers Inc., 7017056. (2014 IEEE 33rd International Performance Computing and Communications Conference, IPCCC 2014; vol. 2014-January).

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

  • Social Media 100%
  • Mining 69%
  • Data streams 56%
  • Search engines 55%
  • MapReduce 46%
  8 Scopus citations

• Integrating predictive analytics and social media

  Lu, Y., Kruger, R., Thom, D., Wang, F., Koch, S., Ertl, T. & Maciejewski, R., Feb 13 2015, 2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings. Chen, M., Ebert, D. & North, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 193-202 10 p. 7042495. (2014 IEEE Conference on Visual Analytics Science and Technology, VAST 2014 - Proceedings).

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

  • Predictive analytics 100%
  • Visualization 14%
  • Feature extraction 14%
  42 Scopus citations

• Modeling flu trends with real-time geo-tagged Twitter data streams

  Chon, J., Raymond, R., Wang, H. & Wang, F., 2015, Wireless Algorithms, Systems, and Applications - 10th International Conference, WASA 2015, Proceedings. Xu, K. & Zhu, H. (eds.). Springer Verlag, p. 60-69 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9204).

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

  • Disease control 100%
  • Data Streams 93%
  • Influenza 88%
  • Financial markets 79%
  • Public health 78%
  8 Scopus citations

• Network coding for effective NDN content delivery: Models, experiments, and applications

  Lei, K., Zhu, F., Peng, C. & Xu, K., Dec 8 2015, Proceedings - 2015 44th International Annual Conference on Parallel Processing, ICPP 2015. Institute of Electrical and Electronics Engineers Inc., p. 101-110 10 p. 7349565. (Proceedings of the International Conference on Parallel Processing; vol. 2015-December).

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

  • Network Coding 100%
  • Network coding 77%
  • Experiment 51%
  • Video Streaming 24%
  • Streaming Media 24%
  6 Scopus citations

• Ontology-Assisted keyword search for NeuroML models

  Birgiolas, J., Dietrich, S., Crook, S., Rajadesingan, A., Zhang, C., Penchala, S. V. & Addepalli, V., Jun 29 2015, SSDBM 2015 - Proceedings of the 27th International Conference on Scientific and Statistical Database Management. Gupta, A. & Rathbun, S. (eds.). Association for Computing Machinery, a37. (ACM International Conference Proceeding Series; vol. 29-June-2015).

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

  • Ontology 100%
  • Semantics 34%
  • Metadata 16%
  • XML 16%
  • Neurons 15%
  2 Scopus citations

• Profiling the followers of the most influential and verified users on Sina Weibo

  Wang, H., Lei, K. & Xu, K., Sep 9 2015, 2015 IEEE International Conference on Communications, ICC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1158-1163 6 p. 7248479. (IEEE International Conference on Communications; vol. 2015-September).

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

  • Fans 100%
  • Data streams 54%
  14 Scopus citations

• Secure the internet, one home at a time

  Xu, K., Wang, F. & Jia, X., 2015, 2015 IEEE Global Communications Conference, GLOBECOM 2015. Institute of Electrical and Electronics Engineers Inc., 7417086. (2015 IEEE Global Communications Conference, GLOBECOM 2015).

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

  • Home networks 100%
  • Internet 52%
  • threat 34%
  • Routers 29%
  • time 27%

• The impact of sampling on big data analysis of social media: A case study on flu and ebola

  Xu, K., Wang, F., Jia, X. & Wang, H., 2015, 2015 IEEE Global Communications Conference, GLOBECOM 2015. Institute of Electrical and Electronics Engineers Inc., 7416974. (2015 IEEE Global Communications Conference, GLOBECOM 2015).

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

  • Big data 100%
  • social media 88%
  • data analysis 84%
  • Sampling 77%
  • social network 69%
  5 Scopus citations