College of Information Sciences and Technology

  • United States

Research Output 1976 2020

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Conference contribution
2018
2 Citations (Scopus)

Automatic Persona Generation (APG): A rationale and demonstration

Jung, S. G., Salminen, J., Kwak, H., An, J. & Jansen, B. J., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, Vol. 2018-March. p. 321-324 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Demonstrations
Industry
Processing
2 Citations (Scopus)

A Web Service for Author Name Disambiguation in Scholarly Databases

Kim, K., Sefid, A., Weinberg, B. A. & Giles, C. L., Sep 5 2018, Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc., p. 265-273 9 p. 8456358. (Proceedings - 2018 IEEE International Conference on Web Services, ICWS 2018 - Part of the 2018 IEEE World Congress on Services).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Web services
Search engines
Application programming interfaces (API)
Data base
Query

Bad weather coming: Linking social media and weather sensor data

Halse, S., Montarnal, A., Tapia, A. H. & Bénaben, F., Jan 1 2018, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018. Tomaszewski, B. & Boersma, K. (eds.). Information Systems for Crisis Response and Management, ISCRAM, p. 507-515 9 p. (Proceedings of the International ISCRAM Conference; vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tornadoes
Sensors
Application programming interfaces (API)
Social media
Weather
14 Citations (Scopus)

Beyond the ranked list: User-driven exploration and diversification of social recommendation

Tsai, C. H. & Brusilovsky, P., Mar 5 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, p. 239-250 12 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
3 Citations (Scopus)

Bridging the gap between theory and practice in influence maximization: Raising awareness about HIV among homeless youth

Yadav, A., Wilder, B., Rice, E., Petering, R., Craddock, J., Yoshioka-Maxwell, A., Hemler, M., Onasch-Vera, L., Tambe, M. & Woo, D., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 5399-5403 5 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

CCA based multi-view feature selection for multiomics data integration

Elmanzalawi, Y., Jul 5 2018, 2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. 8404968. (2018 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data integration
Feature extraction
Kidney
Protein Array Analysis
Precision Medicine

Combating behavioral deviance via user behavior control

Qiu, C., Squicciarini, A., Griffin, C. & Umar, P., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 202-210 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Combating crowdsourced review manipulators: A neighborhood-based approach

Kaghazgaran, P., Caverlee, J. & Squicciarini, A., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 306-314 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Manipulators
Seed

Combining behaviors and demographics to segment online audiences: Experiments with a youtube channel

Jansen, B. J., Jung, S. G., Salminen, J., An, J. & Kwak, H., Jan 1 2018, Internet Science - 5th International Conference, INSCI 2018, Proceedings. Bodrunova, S. S. (ed.). Springer Verlag, p. 141-153 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11193 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Strategic planning
Factorization
Decision making
Chemical analysis
Experiment
1 Citation (Scopus)

Community coordination: Aligning social media use in community emergency management

Grace, R., Kropczynski, J. & Tapia, A. H., Jan 1 2018, Conference Proceedings - 15th International Conference on Information Systems for Crisis Response and Management, ISCRAM 2018. Tomaszewski, B. & Boersma, K. (eds.). Information Systems for Crisis Response and Management, ISCRAM, p. 609-620 12 p. (Proceedings of the International ISCRAM Conference; vol. 2018-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Managers
Monitoring
Media use
Incidents
Emergency management
3 Citations (Scopus)

Complex mediation in the formation of political opinions

Kou, Y. & Nardi, B., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Internet

Compositional Stochastic Average Gradient for Machine Learning and Related Applications

Hsieh, T. Y., EL-Manzalawy, Y., Sun, Y. & Honavar, V., Jan 1 2018, Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Proceedings. Yin, H., Novais, P., Camacho, D. & Tallón-Ballesteros, A. J. (eds.). Springer Verlag, p. 740-752 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11314 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Machine Learning
Gradient methods
Gradient
Gradient Descent

Confidence levels for empirical research using twitter data: Extended abstract

Xu, H. & Zhang, N., Apr 5 2018, Proceedings of the Technology, Mind, and Society Conference, TechMindSociety 2018. Association for Computing Machinery, a44. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data handling
Sensors
Experiments

Context-aware location annotation on mobility records through user grouping

Zhang, Y., Wei, H., Lin, X., Wu, F., Li, Z., Chen, K., Wang, Y. & Xu, J., Jan 1 2018, Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings. Webb, G. I., Phung, D., Ganji, M., Rashidi, L., Tseng, V. S. & Ho, B. (eds.). Springer Verlag, p. 583-596 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10939 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Context-aware
Grouping
Annotation
Sparsity
Semantics

Conversational agents to provide couple therapy for patients with PTSD

Motalebi, N. & Abdullah, S., May 21 2018, Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2018. Association for Computing Machinery, p. 347-351 5 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

CrossFire: Cross media joint friend and item recommendations

Shu, K., Wang, S., Tang, J., Wang, Y. & Liu, H., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 522-530 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

CrowdEval: A cost-efficient strategy to evaluate crowdsourced worker's reliability

Qiu, C., Squicciarini, A., Khare, D. R., Carminati, B. & Caverlee, J., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1486-1494 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs
Experiments
2 Citations (Scopus)

CryptMe: Data leakage prevention for unmodified programs on ARM devices

Cao, C., Guan, L., Zhang, N., Gao, N., Lin, J., Luo, B., Liu, P., Xiang, J. & Lou, W., Jan 1 2018, Research in Attacks, Intrusions, and Defenses - 21st International Symposium, RAID 2018, Proceedings. Bailey, M., Ioannidis, S., Stamatogiannakis, M. & Holz, T. (eds.). Springer Verlag, p. 380-400 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11050 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Leakage
Attack
Data storage equipment
Dynamic random access storage
Operating Systems
1 Citation (Scopus)

DBLOC: Density based clustering over location based services

Gunasekaran, Y. D., Rahman, M. F., Hasani, S., Zhang, N. & Das, G., May 27 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). Association for Computing Machinery, p. 1697-1700 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Location based services
Personnel rating
6 Citations (Scopus)

Deep Headline Generation for Clickbait Detection

Shu, K., Wang, S., Le, T., Lee, D. & Liu, H., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 467-476 10 p. 8594871. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Supervised learning
Ecosystems
Labeling
Semantics
Costs
52 Citations (Scopus)

Deep multi-view spatial-temporal network for taxi demand prediction

Yao, H., Wu, F., Ke, J., Tang, X., Jia, Y., Lu, S., Gong, P., Li, Z., Ye, J. & Chuxing, D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 2588-2595 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Traffic congestion
Image classification
Time series
Semantics
Experiments

Defending Against Adversarial Samples Without Security through Obscurity

Guo, W., Wang, Q., Zhang, K., Ororbia, A. G., Huang, S., Liu, X., Giles, C. L., Lin, L. & Xing, X., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 137-146 10 p. 8594838. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning algorithms
Defects
Deep neural networks
Malware
16 Citations (Scopus)

Defining through expansion: Conducting asynchronous remote communities (ARC) Research with stigmatized groups

Maestre, J. F., MacLeod, H., Connelly, C. L., Dunbar, J. C., Beck, J., Siek, K. A. & Shih, P. C., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Human computer interaction
2 Citations (Scopus)

Detecting outliers in data with correlated measures

Kuo, Y. H., Li, Z. & Kifer, D., Oct 17 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 287-296 10 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Outliers
Outlier detection
Sensor
Robustness
Robust regression

DiffGuard: Obscuring sensitive information in canary based protections

Zhu, J., Zhou, W., Wang, Z., Mu, D. & Mao, B., Jan 1 2018, Security and Privacy in Communication Networks - 13th International Conference, SecureComm 2017, Proceedings. Ghorbani, A., Lin, X., Ren, K., Zhu, S. & Zhang, A. (eds.). Springer Verlag, p. 738-751 14 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 238).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
1 Citation (Scopus)

Diversity-enhanced recommendation interface and evaluation

Tsai, C-H., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 360-362 3 p. (CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval; vol. 2018-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
2 Citations (Scopus)

Drone privacy shield: A WiFi Based Defense

Sun, A., Gong, W., Shea, R., Liu, J., Liu, X. & Wang, Q., Feb 14 2018, 2017 IEEE International Symposium on Personal, Indoor and Mobile Radio Communications: Engaged Citizens and their New Smart Worlds, PIMRC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unmanned aerial vehicles (UAV)
Hardware
Drones
19 Citations (Scopus)

EANN: Event adversarial neural networks for multi-modal fake news detection

Wang, Y., Ma, F., Jin, Z., Yuan, Y., Xun, G., Jha, K., Su, L. & Gao, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 849-857 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discriminators
Detectors
Neural networks
Experiments
8 Citations (Scopus)

E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media

Chen, S., Chen, S., Lin, L., Yuan, X., Liang, J. & Zhang, X., Dec 21 2018, 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings. Schreck, T., Fisher, B. & Liu, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 36-47 12 p. 8585638. (2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visualization
Rivers
Semantics
Trajectories

Enhancing situation awareness of public safety events by visualizing topic evolution using social media

Deng, Q., Cai, G., Zhang, H., Liu, Y., Huang, L. & Sun, F., May 30 2018, Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, DG.O 2018. Hinnant, C. C. & Zuiderwijk, A. (eds.). Association for Computing Machinery, a7. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Disasters
Chemical analysis
Transparency
Explosions

EOTD: An Efficient Online Tucker Decomposition for Higher Order Tensors

Xiao, H., Wang, F., Ma, F. & Gao, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1326-1331 6 p. 8594989. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tensors
Singular value decomposition
Bioinformatics
Image processing
5 Citations (Scopus)

Evorus: A Crowd-powered conversational assistant built to automate itself over time

Huang, T. H., Chang, J. C. & Bigham, J. P., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Costs
Automation
Innovation
3 Citations (Scopus)

Explaining social recommendations to casual users: Design principles and opportunities

Tsai, C-H. & Brusilovsky, P., Mar 5 2018, IUI 2018 - Companion of the 23rd International Conference on Intelligent User Interfaces. Association for Computing Machinery, a59. (International Conference on Intelligent User Interfaces, Proceedings IUI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Transparency
User interfaces
Feedback
6 Citations (Scopus)

Exploiting emotion on reviews for recommender systems

Meng, X., Wang, S., Liu, H. & Zhang, Y., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3788-3795 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems

Exploiting user actions for app recommendations

Shu, K., Wang, S., Liu, H., Tang, J., Chang, Y. & Luo, P., Oct 24 2018, Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. Tagarelli, A., Reddy, C. & Brandes, U. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 139-142 4 p. 8508447. (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application programs
functionality
scenario
1 Citation (Scopus)

Exploring the knowledge creation practices of UX designers on stack exchange

Kou, Y. & Gray, C. M., May 30 2018, DIS 2018 - Companion Publication of the 2018 Designing Interactive Systems Conference. Association for Computing Machinery, Inc, p. 69-74 6 p. (DIS 2018 - Companion Publication of the 2018 Designing Interactive Systems Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Concretes
Communication

Extracting Conflict Models from Interaction Traces in Virtual Collaborative Work

Zhang, G., Zhou, Y., Purao, S. & Xu, H., Jan 1 2018, Advances in Conceptual Modeling - ER 2018 Workshops Emp-ER, MoBiD, MREBA, QMMQ, SCME, 2018, Proceedings. Li, Z., Ling, T. W., Li, G., Lu, J., Woo, C. & Lee, M. L. (eds.). Springer Verlag, p. 295-305 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11158 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative Work
Trace
Interaction
Model
Argumentation
6 Citations (Scopus)

Extracting Semantic Relations for Scholarly Knowledge Base Construction

Al-Zaidy, R. A. & Giles, C. L., Apr 9 2018, Proceedings - 12th IEEE International Conference on Semantic Computing, ICSC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 56-63 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Taxonomies
Syntactics
Learning algorithms
Knowledge base
3 Citations (Scopus)

Findings of a user study of automatically generated personas

Salminen, J., Jung, S. G., An, J., Kwak, H. & Jansen, B. J., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, LBW097. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Industry
4 Citations (Scopus)

Fixation and confusion – investigating eye-tracking participants’ exposure to information in personas

Salminen, J., Jung, S. G., Jansen, B. J., Nielsen, L., An, J. & Kwak, H., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 110-119 10 p. (CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval; vol. 2018-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

From public gatherings to the burst of collective violence: An agent-based emotion contagion model

Huang, L., Cai, G., Yuan, H. & Chen, J., Dec 24 2018, 2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018. Lee, D., Mezzour, G., Kumaraguru, P. & Saxena, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 193-198 6 p. 8587352. (2018 IEEE International Conference on Intelligence and Security Informatics, ISI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

emotion
violence
simulation model
Curbs
psychological theory
1 Citation (Scopus)

From tag to protect: A tag-driven policy recommender system for image sharing

Squicciarini, A., Novelli, A., Lin, D., Caragea, C. & Zhong, H., Sep 28 2018, Proceedings - 2017 15th Annual Conference on Privacy, Security and Trust, PST 2017. Institute of Electrical and Electronics Engineers Inc., p. 337-346 10 p. 8476952. (Proceedings - 2017 15th Annual Conference on Privacy, Security and Trust, PST 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Semantics
Tag
Privacy

FUZE: Towards facilitating exploit generation for kernel use-after-free vulnerabilities

Wu, W., Chen, Y., Xu, J., Xing, X., Gong, X. & Zou, W., Jan 1 2018, Proceedings of the 27th USENIX Security Symposium. USENIX Association, p. 781-797 17 p. (Proceedings of the 27th USENIX Security Symposium).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Remediation
Scalability
Linux
7 Citations (Scopus)

GOCCF: Graph-theoretic one-class collaborative filtering based on uninteresting items

Lee, Y. C., Kim, S. W. & Lee, D., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 3448-3456 9 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Collaborative filtering
Graph theory
Experiments

Healthcare opportunities: Experts' perspectives on integrating technology into prehabilitation

Zhu, H. & Carroll, J., Oct 30 2018, CSCW 2018 Companion - Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, p. 149-152 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Patient rehabilitation
Recovery
12 Citations (Scopus)

Identifying sub-events and summarizing disaster-related information from microblogs

Rudra, K., Goyal, P., Ganguly, N., Mitra, P. & Imran, M., Jun 27 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 265-274 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Disasters
Linear programming
4 Citations (Scopus)

Improving Offline Handwritten Chinese Character Recognition by Iterative Refinement

Yang, X., He, D., Zhou, Z., Kifer, D. & Giles, C. L., Jan 25 2018, Proceedings - 14th IAPR International Conference on Document Analysis and Recognition, ICDAR 2017. IEEE Computer Society, p. 5-10 6 p. (Proceedings of the International Conference on Document Analysis and Recognition, ICDAR; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Character recognition
Recurrent neural networks
Neural networks
1 Citation (Scopus)

Integration of static and dynamic code stylometry analysis for programmer de-anonymization

Wang, N., Ji, S. & Wang, T., Oct 15 2018, AISec 2018 - Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, co-located with CCS 2018. Association for Computing Machinery, p. 74-84 11 p. (Proceedings of the ACM Conference on Computer and Communications Security).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic analysis
Static analysis
Syntactics
30 Citations (Scopus)

IntelliLight: A reinforcement learning approach for intelligent traffic light control

Wei, H., Yao, H., Zheng, G. & Li, Z., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2496-2505 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reinforcement learning
Telecommunication traffic
Cameras
Control systems
2 Citations (Scopus)

Inter-Rater Agreement for Social Computing Studies

Salminen, J. O., Al-Merekhi, H. A., Dey, P. & Jansen, B. J., Nov 30 2018, 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018. Institute of Electrical and Electronics Engineers Inc., p. 80-87 8 p. 8554744. (2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

social studies
rating
Social sciences
Labels
subjectivity