College of Information Sciences and Technology

  • United States

Research Output 1976 2020

2017
4 Citations (Scopus)

Conceptual data sampling for breast cancer histology image classification

Rezk, E., Awan, Z., Islam, F., Jaoua, A., Al Maadeed, S., Zhang, N., Das, G. & Rajpoot, N., Oct 1 2017, In : Computers in Biology and Medicine. 89, p. 59-67 9 p.

Research output: Contribution to journalArticle

Histology
Image classification
Breast Neoplasms
Sampling
Sample Size
2 Citations (Scopus)

Connection enablers in online learning community: From informative online personae to meaningful social space

Sun, N. & Rosson, M. B., Feb 25 2017, CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, Inc, p. 315-318 4 p. (CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing).

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

Students
Educational technology
Visibility
Visualization

Consensus on social graphs under increasing peer pressure

Semonsen, J., Griffin, C., Squicciarini, A. & Rajtmajer, S., Jan 1 2017, 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017. Durfee, E., Winikoff, M., Larson, K. & Das, S. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1731-1732 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

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

Chemical analysis
3 Citations (Scopus)

Conspiracy talk on social media: Collective sensemaking during a public health crisis

Kou, Y., Gui, X., Chen, Y. & Pine, K. H., Nov 1 2017, In : Proceedings of the ACM on Human-Computer Interaction. 1, CSCW, 61.

Research output: Contribution to journalArticle

Public health
social media
public health
Viruses
Health
10 Citations (Scopus)

Contextual spatial outlier detection with metric learning

Zheng, G., Brantley, S. L., Lauvaux, T. C. Y. & Li, Z., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2161-2170 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

Hydraulic fracturing
Well stimulation
Water wells
Leakage (fluid)
Global warming
7 Citations (Scopus)

Conversing and searching: the causal relationship between social media and web search

Mukherjee, P. & Jansen, B. J., Jan 1 2017, In : Internet Research. 27, 5, p. 1209-1226 18 p.

Research output: Contribution to journalArticle

social media
Marketing
twitter
Search engines
causality
5 Citations (Scopus)

Conversion potential: a metric for evaluating search engine advertising performance

Jansen, B. J. & Clarke, T. B., Jan 1 2017, In : Journal of Research in Interactive Marketing. 11, 2, p. 142-159 18 p.

Research output: Contribution to journalArticle

Search engine
Factors
Advertising campaign
Retail sector
Key words
2 Citations (Scopus)

Coordinating community cooperation: Integrating timebanks and nonprofit volunteering by design

Carroll, J., Shih, P. C., Han, K. & Kropczynski, J., Jan 1 2017, In : International Journal of Design. 11, 1, p. 51-63 13 p.

Research output: Contribution to journalArticle

Mockups
Paradigm
Volunteering
Information infrastructure
Integrated
4 Citations (Scopus)
Methane
gas well
Groundwater
methane
groundwater
1 Citation (Scopus)

Critical Thinker: Supporting Collaborative Argumentation with Structure and Awareness

Sun, N., Yuan, C. W., Rosson, M. B., Wu, Y. & Carroll, J., Aug 3 2017, Proceedings - IEEE 17th International Conference on Advanced Learning Technologies, ICALT 2017. Institute of Electrical and Electronics Engineers Inc., p. 406-410 5 p. 8001818

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

argumentation
dialectics
dyad
small group
discourse
1 Citation (Scopus)

Critical thinking in collaboration: Talk less, perceive more

Sun, N., Yuan, C. W., Rosson, M. B., Yu, W. & Carroll, J., May 6 2017, CHI 2017 Extended Abstracts - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, p. 2944-2950 7 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. Part F127655).

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

Synchronization
Scaffolds
5 Citations (Scopus)

Cross-network clustering and cluster ranking for medical diagnosis

Ni, J., Fei, H., Fan, W. & Zhang, X., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 163-166 4 p. 7929961. (Proceedings - International Conference on Data Engineering).

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

Data mining
9 Citations (Scopus)

CrowdK: Answering top-k queries with crowdsourcing

Lee, J., Lee, D. & Hwang, S. W., Aug 1 2017, In : Information Sciences. 399, p. 98-120 23 p.

Research output: Contribution to journalArticle

Query
Costs
Latency
Dynamic programming
Range of data
19 Citations (Scopus)

Cryptographic Function Detection in Obfuscated Binaries via Bit-Precise Symbolic Loop Mapping

Xu, D., Ming, J. & Wu, D., Jun 23 2017, 2017 IEEE Symposium on Security and Privacy, SP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 921-937 17 p. 7958617. (Proceedings - IEEE Symposium on Security and Privacy).

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

Binary codes
Computer system firewalls
Semantics
Malware

Crystallizing local political knowledge for informed public participation

Cai, G., Sun, F. & Kropczynski, J., Jan 1 2017, Electronic Participation - 9th IFIP WG 8.5 International Conference, ePart 2017, Proceedings. Saebo, O., Parycek, P., Pardo, T. A., Charalabidis, Y., Tambouris, E., Chugunov, A. V. & Panagiotopoulos, P. (eds.). Springer Verlag, p. 53-64 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10429 LNCS).

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

Decision theory
Decision Analysis
Crystallization
Design Process
Decision making
4 Citations (Scopus)

Cyber security in smart manufacturing: Survey and challenges

Ren, A., Wu, D., Zhang, W., Terpenny, J. P. & Liu, P., Jan 1 2017, 67th Annual Conference and Expo of the Institute of Industrial Engineers 2017. Nembhard, H. B., Coperich, K. & Cudney, E. (eds.). Institute of Industrial Engineers, p. 716-721 6 p.

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

Cloud computing
Ethernet
Artificial intelligence
Industrial plants
Wireless networks
18 Citations (Scopus)

Damage assessment from social media imagery data during disasters

Nguyen, D. T., Ofli, F., Imran, M. & Mitra, P., Jul 31 2017, Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Diesner, J., Ferrari, E. & Xu, G. (eds.). Association for Computing Machinery, Inc, p. 569-576 8 p. (Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017).

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

Disasters
Neural networks
Learning systems
Tuning
5 Citations (Scopus)

Dancing with wolves: Towards practical event-driven VMM monitoring

Deng, L., Liu, P., Xu, J., Chen, P. & Zeng, Q., Apr 8 2017, VEE 2017 - Proceedings of the 2017 ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments. Association for Computing Machinery, Inc, p. 83-96 14 p.

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

Monitoring
Cloud computing
Virtual machine
Hardware

Defining success in a developing country's innovation ecosystem: The case of Rwanda

Obeysekare, E., Mehta, K. & Maitland, C. F., Dec 22 2017, GHTC 2017 - IEEE Global Humanitarian Technology Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 1-7 7 p.

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

Entrepreneurship
Rwanda
Developing countries
Ecosystems
Developing Countries
6 Citations (Scopus)

DEFTL: Implementing plausibly deniable encryption in flash translation layer

Jia, S., Xia, L., Chen, B. & Liu, P., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2217-2229 13 p.

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

Ashes
Cryptography
Computer operating systems
Mobile devices
Controllers
2 Citations (Scopus)

Density based Clustering over Location Based Services

Rahman, M. F., Liu, W., Suhaim, S. B., Thirumuruganathan, S., Zhang, N. & Das, G., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 461-469 9 p. 7929999

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

Location based services
7 Citations (Scopus)

Detecting Dominant Vanishing Points in Natural Scenes with Application to Composition-Sensitive Image Retrieval

Zhou, Z., Farhat, F. & Wang, J., Dec 1 2017, In : IEEE Transactions on Multimedia. 19, 12, p. 2651-2665 15 p., 7927423.

Research output: Contribution to journalArticle

Photography
Image retrieval
Photocomposition
Chemical analysis
Feedback
2 Citations (Scopus)

Determining gains acquired from word embedding quantitatively using discrete distribution clustering

Ye, J., Li, Y., Wu, Z., Wang, J. Z., Li, W. & Li, J., Jan 1 2017, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 1847-1856 10 p. (ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

document analysis
Vector spaces
Semantics
semantics
70 Citations (Scopus)

Dipole: Diagnosis prediction in healthcare via attention-based bidirectional recurrent neural networks

Ma, F., Chitta, R., Zhou, J., You, Q., Sun, T. & Gao, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1903-1911 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

Recurrent neural networks
Health
22 Citations (Scopus)

Discovering social spammers from multiple views

Shen, H., Ma, F., Zhang, X., Zong, L., Liu, X. & Liang, W., Feb 15 2017, In : Neurocomputing. 225, p. 49-57 9 p.

Research output: Contribution to journalArticle

Social Support
Datasets
3 Citations (Scopus)

Discovering truths from distributed data

Wang, Y., Ma, F., Su, L. & Gao, J., Dec 15 2017, Proceedings - 17th IEEE International Conference on Data Mining, ICDM 2017. Karypis, G., Alu, S., Raghavan, V., Wu, X. & Miele, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 505-514 10 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2017-November).

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

Servers
Data privacy
Communication
Agglomeration
Uncertainty
3 Citations (Scopus)

Discovery of causal time intervals

Li, Z., Zheng, G., Agarwal, A., Xue, L. & Lauvaux, T. C. Y., Jan 1 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 804-812 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Time series
Rain
2 Citations (Scopus)

Distractor generation with generative adversarial nets for automatically creating fill-in-the-blank questions

Liang, C., Yang, X., Wham, D., Pursel, B., Passonneau, R. J. & Giles, C. L., Dec 4 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 33. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

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

4 Citations (Scopus)

Dynamic Contract Design for Heterogenous Workers in Crowdsourcing for Quality Control

Qiu, C., Squicciarini, A., Rajtmajer, S. & Caverlee, J., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Lee, K. & Liu, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1168-1177 10 p. 7980057. (Proceedings - International Conference on Distributed Computing Systems).

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

Quality control
Costs
2 Citations (Scopus)
demand
interaction
measurement method
Monitoring
monitoring
16 Citations (Scopus)

Efficient computation of regret-ratio minimizing set: A compact maxima representative

Asudeh, A., Nazi, A., Zhang, N. & Das, G., May 9 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, p. 821-834 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. Part F127746).

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

Approximation algorithms
Scalability
Experiments
2 Citations (Scopus)

Enhancing recommendation diversity through a dual recommendation interface

Tsai, C-H. & Brusilovsky, P., Jan 1 2017, In : CEUR Workshop Proceedings. 1884, p. 10-15 6 p.

Research output: Contribution to journalConference article

Recommender systems
4 Citations (Scopus)

EnseWing: Creating an instrumental ensemble playing experience for children with limited music training

Lyu, F., Tian, F., Feng, W., Cao, X., Zhang, X., Dai, G. & Wang, H., May 2 2017, CHI 2017 - Proceedings of the 2017 ACM SIGCHI Conference on Human Factors in Computing Systems: Explore, Innovate, Inspire. Association for Computing Machinery, p. 4326-4330 5 p. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2017-May).

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

Education
1 Citation (Scopus)

Enterprise-Level cyber situation awareness

Sun, X., Dai, J., Singhal, A. & Liu, P., Jan 1 2017, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 66-109 44 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10030).

Research output: Chapter in Book/Report/Conference proceedingChapter

Situation Awareness
Operating Systems
Network security
Bayesian networks
Attack
1 Citation (Scopus)

Evorus: A crowd-powered conversational assistant that automates itself over time

Huang, K., Chang, J. C., Swaminathan, S. & Bigham, J. P., Oct 20 2017, UIST 2017 Adjunct - Adjunct Publication of the 30th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, Inc, p. 155-157 3 p. (UIST 2017 Adjunct - Adjunct Publication of the 30th Annual ACM Symposium on User Interface Software and Technology).

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

Costs
Online systems
Learning systems
2 Citations (Scopus)

Examining parents' technical mediation of teens' mobile devices

Ghosh, A. K., Badillo-Urquiola, K. A., Xu, H., Rosson, M. B., Carroll, J. & Wisniewski, P., Feb 25 2017, CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery, Inc, p. 179-182 4 p. (CSCW 2017 - Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing).

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

Mobile devices
14 Citations (Scopus)

Examining the intended and unintended consequences of organisational privacy safeguards

Parks, R., Xu, H., Chu, C. H. & Lowry, P. B., Jan 1 2017, In : European Journal of Information Systems. 26, 1, p. 37-65 29 p.

Research output: Contribution to journalArticle

privacy
Compliance
Information systems
workflow
medical practice
5 Citations (Scopus)

Expanding Research Methods for a Realistic Understanding of Personal Visualization

Thudt, A., Lee, B., Choe, E. K. & Carpendale, S., Mar 1 2017, In : IEEE Computer Graphics and Applications. 37, 2, p. 12-18 7 p., 7879100.

Research output: Contribution to journalArticle

Visualization
Research
Data privacy

Experience, skill acquisition, and deliberate practice

Proctor, R. W. & Xiong, A., Jan 1 2017, The Science of Expertise: Behavioral, Neural, and Genetic Approaches to Complex Skill. Taylor and Francis, p. 435-443 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Skill acquisition

Explanation systems for influence maximization algorithms

Yadav, A., Rahmattalabi, A., Kamar, E., Vayanos, P., Tambe, M. & Noronha, V. L., Jan 1 2017, In : CEUR Workshop Proceedings. 1893, p. 8-19 12 p.

Research output: Contribution to journalConference article

4 Citations (Scopus)

Exploiting hierarchical structures for unsupervised feature selection

Wang, S., Wang, Y., Tang, J., Aggarwal, C., Ranganath, S. & Liu, H., Jan 1 2017, Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017. Chawla, N. & Wang, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 507-515 9 p. (Proceedings of the 17th SIAM International Conference on Data Mining, SDM 2017).

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

Feature extraction
Labels
Microarrays
Genes
Pixels

Exploring offline context and consciousness in everyday social media use

Kou, Y., Jan 1 2017, Human-Computer Interaction - INTERACT 2017 - 16th IFIP TC 13 International Conference, Proceedings. Bernhaupt, R., Winckler, M., O'Neill, J., Dalvi, G., Joshi, A. & Balkrishan, D. K. (eds.). Springer Verlag, p. 126-135 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10516 LNCS).

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

Social Media
Communication
Activity Theory
Consciousness
Context
4 Citations (Scopus)

Facilitating Time Critical Information Seeking in Social Media

Ranganath, S., Wang, S., Hu, X., Tang, J. & Liu, H., Oct 1 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 10, p. 2197-2209 13 p., 7919259.

Research output: Contribution to journalArticle

Learning algorithms
Availability
Experiments
19 Citations (Scopus)

Fast discrete distribution clustering using wasserstein barycenter with sparse support

Ye, J., Wu, P., Wang, J. & Li, J., May 1 2017, In : IEEE Transactions on Signal Processing. 65, 9, p. 2317-2332 16 p., 7833204.

Research output: Contribution to journalArticle

Convergence of numerical methods
Computational efficiency
Scalability
Costs
Experiments

FEAST 2017: The secondworkshop on forming an ecosystem around software transformation

Kim, T. & Wu, D., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2633-2634 2 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Security of data
Ecosystems
Secure communication
175 Citations (Scopus)

Feature selection: A data perspective

Li, J., Cheng, K., Wang, S., Morstatter, F., Trevino, R. P., Tang, J. & Liu, H., Dec 2017, In : ACM Computing Surveys. 50, 6, 94.

Research output: Contribution to journalReview article

Feature Selection
Feature extraction
Data mining
Data Mining
Streaming Data

Finding susceptible and protective interaction patterns in large-scale genetic association study

Li, Y., Zhao, Y., Wang, G., Zhu, X., Zhang, X., Wang, Z. & Pang, J., Jun 1 2017, In : Frontiers of Computer Science. 11, 3, p. 541-554 14 p.

Research output: Contribution to journalArticle

Genetic Association
Interaction
Single nucleotide Polymorphism
Nucleotides
Polymorphism

Finding the community in online education: It’s in the instructors’ eyes

Sun, N. & Rosson, M. B., Jan 1 2017, Making a Difference: Prioritizing Equity and Access in CSCL - 12th International Conference on Computer Supported Collaborative Learning, CSCL 2017 - Conference Proceedings. Smith, B. K., Borge, M., Mercier, E. & Lim, K. Y. (eds.). International Society of the Learning Sciences (ISLS), p. 303-310 8 p. (Computer-Supported Collaborative Learning Conference, CSCL; vol. 1).

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

Distance education
instructor
Teaching
Education
community
3 Citations (Scopus)

Fitting a model to behavior reveals what changes cognitively when under stress and with caffeine

Kase, S. E., Ritter, F. E., Bennett, J. M., Klein, L. & Schoelles, M., Oct 1 2017, In : Biologically Inspired Cognitive Architectures. 22, p. 1-9 9 p.

Research output: Contribution to journalArticle

Caffeine
Parallel algorithms
Genetic algorithms
Moderators
Individuality
14 Citations (Scopus)

FlashGuard: Leveraging intrinsic flash properties to defend against encryption ransomware

Huang, J., Xu, J., Xing, X., Liu, P. & Qureshi, M. K., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2231-2244 14 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

Cryptography
Recovery
Malware
Firmware
Flash memory