College of Information Sciences and Technology

  • United States

Research Output 1976 2020

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Conference article
2019

BBookX: Creating semi-automated textbooks to support student learning and decrease student costs

Pursel, B., Ramsay, C., Dave, N., Liang, C. & Giles, C. L., Jan 1 2019, In : CEUR Workshop Proceedings. 2384, p. 81-87 7 p.

Research output: Contribution to journalConference article

Information science
Textbooks
Information technology
Students
Derivatives

Designing explanation interfaces for transparency and beyond

Brusilovsky, P. & Tsai, C. H., Jan 1 2019, In : CEUR Workshop Proceedings. 2327

Research output: Contribution to journalConference article

Transparency
Recommender systems

Exploring task-agnostic, ShapeNet-based object recognition for mobile robots

Chiatti, A., Bardaro, G., Bastianelli, E., Tiddi, I., Mitra, P. & Motta, E., Jan 1 2019, In : CEUR Workshop Proceedings. 2322

Research output: Contribution to journalConference article

Object recognition
Mobile robots
Color matching
Knowledge acquisition
Scalability

Exploring user-controlled hybrid recommendation in conference contexts

Tsai, C. H., Rahdari, B. & Brusilovsky, P., Jan 1 2019, In : CEUR Workshop Proceedings. 2327

Research output: Contribution to journalConference article

Recommender systems
Electric fuses
User interfaces
2018

An Attention-based Recurrent Neural Networks Framework for Health Data Analysis

Suo, Q., Ma, F., Canino, G., Gao, J., Zhang, A., Gnasso, A., Tradigo, G. & Veltri, P., Jan 1 2018, In : CEUR Workshop Proceedings. 2161

Research output: Contribution to journalConference article

Recurrent neural networks
Health

Explaining deep learning models - A Bayesian non-parametric approach

Guo, W., Huang, S., Tao, Y., Xing, X. & Lin, L., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 4514-4524 11 p.

Research output: Contribution to journalConference article

Learning systems
Image recognition
Deep learning

How Language Processing can Shape a Common Model of Cognition

Kelly, M. & Reitter, D. T., Jan 1 2018, In : Procedia Computer Science. 145, p. 724-729 6 p.

Research output: Contribution to journalConference article

Open Access
Processing
Linguistics
Learning systems
Data storage equipment

Interactive visualization for topic model curation

Cai, G., Sun, F. & Sha, Y., Jan 1 2018, In : CEUR Workshop Proceedings. 2068

Research output: Contribution to journalConference article

Visualization
Lenses
1 Citation (Scopus)

Leveraging similarity joins for signal reconstruction

Asudeh, A., Nazi, A., Augustine, J., Thirumuruganathan, S., Zhang, N., Das, G. & Srivastava, D., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 10, p. 1276-1288 13 p.

Research output: Contribution to journalConference article

Signal reconstruction
Astronomy
Image reconstruction
Linear equations
Acoustics

Why the Common Model of the mind needs holographic a-priori categories

Arora, N., West, R., Brook, A. & Kelly, M., Jan 1 2018, In : Procedia Computer Science. 145, p. 680-690 11 p.

Research output: Contribution to journalConference article

Open Access
Data storage equipment
Ontology
Industry
Mechanics
2017
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

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

1 Citation (Scopus)

Gender effect on E-commerce sales of experience gifts: Preliminary empirical findings

Salminen, J., Seitz, S., Jansen, B. J. & Salenius, T., Jan 1 2017, In : Proceedings of the International Conference on Electronic Business (ICEB). 2017-December, p. 106-115 10 p.

Research output: Contribution to journalConference article

Electronic commerce
Sales
Gender effects
Purchase
Gift
2 Citations (Scopus)

Inferring social media users' demographics from profile pictures: A Face++ analysis on twitter users

Jung, S. G., An, J., Kwak, H., Salminen, J. & Jansen, B. J., Jan 1 2017, In : Proceedings of the International Conference on Electronic Business (ICEB). 2017-December, p. 140-145 6 p.

Research output: Contribution to journalConference article

Demographics
Social media
Twitter
Evaluation
System implementation

Integrative risk identification approach for mass-gathering security

Glantz, E. J. & Ritter, F. E., Jan 1 2017, In : Proceedings of the International ISCRAM Conference. 2017-May, p. 363-373 11 p.

Research output: Contribution to journalConference article

Stadiums
Risk management
Risk identification
Planning
Resilience

Long-term memory networks for question answering

Ma, F., Chitta, R., Kataria, S., Zhou, J., Ramesh, P., Sun, T. & Gao, J., Jan 1 2017, In : CEUR Workshop Proceedings. 1986, p. 7-14 8 p.

Research output: Contribution to journalConference article

Data storage equipment
Backpropagation
Neural networks
Processing
Long short-term memory
2 Citations (Scopus)

Problems of data science in organizations: An explorative qualitative analysis of business professionals' concerns

Salminen, J., Milencovic, M. & Jansen, B. J., Jan 1 2017, In : Proceedings of the International Conference on Electronic Business (ICEB). 2017-December, p. 192-201 10 p.

Research output: Contribution to journalConference article

Industry
Qualitative analysis
Analysts
Multiplicity
Software
3 Citations (Scopus)

Social triangulation: A new method to identify local citizens using social media and their local information curation behaviors

Grace, R., Kropczynski, J., Pezanowski, S., Halse, S., Umar, P. & Tapia, A. H., Jan 1 2017, In : Proceedings of the International ISCRAM Conference. 2017-May, p. 902-915 14 p.

Research output: Contribution to journalConference article

Triangulation
Planning
Communication
Social media
Local information
2016
126 Citations (Scopus)

Detecting rumors from microblogs with recurrent neural networks

Ma, J., Gao, W., Mitra, P., Kwon, S., Jansen, B. J., Wong, K. F. & Cha, M., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3818-3824 7 p.

Research output: Contribution to journalConference article

Recurrent neural networks
Learning algorithms
Learning systems
1 Citation (Scopus)

Intelligent teamwork: A history, framework, and lessons learned

McNeese, M. D. & McNeese, N. J., Jan 1 2016, In : Proceedings of the Human Factors and Ergonomics Society. p. 153-157 5 p.

Research output: Contribution to journalConference article

teamwork
history
Chemical elements
Information technology
information technology
8 Citations (Scopus)

Query reranking as a service

Asudeh, A., Zhang, N. & Das, G., Jan 1 2016, In : Proceedings of the VLDB Endowment. 9, 11, p. 888-899 12 p.

Research output: Contribution to journalConference article

Servers
Online systems
Query processing
Interfaces (computer)
Processing
2 Citations (Scopus)

WikiWrite: Generating wikipedia articles automatically

Banerjee, S. & Mitra, P., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2740-2746 7 p.

Research output: Contribution to journalConference article

Learning systems
Classifiers
Availability
Experiments
2015

BICA and Sex Differences: We Need to Understand Potential Sex Differences when Developing Computational Models of Human Behavior

Dancy, C. L. & Ritter, F. E., Jan 1 2015, In : Procedia Computer Science. 71, p. 131-132 2 p.

Research output: Contribution to journalConference article

Experiments
2 Citations (Scopus)

Lifted representation of relational causal models revisited: Implications for reasoning and structure learning

Lee, S. & Honavar, V., Jan 1 2015, In : CEUR Workshop Proceedings. 1504, p. 56-65 10 p.

Research output: Contribution to journalConference article

43 Citations (Scopus)

PGT: Measuring Mobility Relationship Using Personal, Global and Temporal Factors

Wang, H., Li, Z. & Lee, W. C., Jan 1 2015, In : Proceedings - IEEE International Conference on Data Mining, ICDM. 2015-January, January, p. 570-579 10 p., 7023374.

Research output: Contribution to journalConference article

Experiments
10 Citations (Scopus)

Topical influential user analysis with relationship strength estimation in Twitter

Liu, X., Shen, H., Ma, F. & Liang, W., Jan 26 2015, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2015-January, January, p. 1012-1019 8 p., 7022707.

Research output: Contribution to journalConference article

10 Citations (Scopus)

Walk, not wait: Faster sampling over online social networks

Nazi, A., Zhou, Z., Thirumuruganathan, S., Zhang, N. & Das, G., Jan 1 2015, In : Proceedings of the VLDB Endowment. 8, 6, p. 678-689 12 p.

Research output: Contribution to journalConference article

Sampling
Costs
Experiments
2014
139 Citations (Scopus)

Achieving accuracy and scalability simultaneously in detecting application clones on Android markets

Chen, K., Liu, P. & Zhang, Y., May 31 2014, In : Proceedings - International Conference on Software Engineering. 1, p. 175-186 12 p.

Research output: Contribution to journalConference article

Application programs
Scalability
Cloning
Smartphones
Geometry
5 Citations (Scopus)

Analysis of energy consumption for wearable ECG devices

Kim, J. Y. & Chu, C. H., Jan 1 2014, In : Proceedings of IEEE Sensors. 2014-December, December, p. 962-965 4 p., 6985162.

Research output: Contribution to journalConference article

Electrocardiography
Energy utilization
Embedded systems
Data communication systems
Information technology
53 Citations (Scopus)

Comparing different moving target defense techniques

Xu, J., Guo, P., Zhao, M., Erbacher, R. F., Zhu, M. & Liu, P., Nov 7 2014, In : Proceedings of the ACM Conference on Computer and Communications Security. 2014-November, November, p. 97-107 11 p.

Research output: Contribution to journalConference article

Uncertainty
17 Citations (Scopus)

Mining GPS data for trajectory recommendation

Yin, P., Ye, M., Lee, W. C. & Li, Z., Jan 1 2014, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8444 LNAI, PART 2, p. 50-61 12 p.

Research output: Contribution to journalConference article

Global positioning system
Mining
Recommendations
Trajectories
Trajectory
2 Citations (Scopus)
Patents
Trajectories
Trajectory
Evaluation
Citations
15 Citations (Scopus)

Program logic based software plagiarism detection

Zhang, F., Wu, D., Liu, P. & Zhu, S., Dec 11 2014, In : Proceedings - International Symposium on Software Reliability Engineering, ISSRE. p. 66-77 12 p., 6982615.

Research output: Contribution to journalConference article

Semantics
Copying
Industry
10 Citations (Scopus)

Reinforcement learning algorithms for adaptive cyber defense against heartbleed

Zhu, M., Hu, Z. & Liu, P., Nov 7 2014, In : Proceedings of the ACM Conference on Computer and Communications Security. 2014-November, November, p. 51-58 8 p.

Research output: Contribution to journalConference article

Reinforcement learning
Learning algorithms
Computer simulation
5 Citations (Scopus)

Supervised ranking for plagiarism Source retrieval: Notebook for PAN at CLEF 2013

Williams, K., Chen, H. H. & Giles, C. L., Jan 1 2014, In : CEUR Workshop Proceedings. 1180, p. 1021-1026 6 p.

Research output: Contribution to journalConference article

Search engines
1 Citation (Scopus)

The semantic pixel

Fonseca, F., Davis, C. & Câmara, G., Jan 1 2014, In : Proceedings of the Brazilian Symposium on GeoInformatics. p. 107-117 11 p.

Research output: Contribution to journalConference article

pixel
Pixels
Semantics
semantics
Satellites
2013
26 Citations (Scopus)

Automatic detection of pseudocodes in scholarly documents using machine learning

Tuarob, S., Bhatia, S., Mitra, P. & Giles, C. L., Dec 11 2013, In : Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 738-742 5 p., 6628716.

Research output: Contribution to journalConference article

Learning systems
Search engines
Computer science
24 Citations (Scopus)

Figure metadata extraction from digital documents

Choudhury, S. R., Mitra, P., Kirk, A., Szep, S., Pellegrino, D., Jones, S. & Giles, C. L., Dec 11 2013, In : Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 135-139 5 p., 6628599.

Research output: Contribution to journalConference article

Metadata
Digital libraries
Search engines
Linguistics
Learning systems
11 Citations (Scopus)

Mining following relationships in movement data

Li, Z., Wu, F. & Crofoot, M. C., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 458-467 10 p., 6729530.

Research output: Contribution to journalConference article

Trajectories
Global positioning system
Sensors
Experiments
37 Citations (Scopus)

Plane-based content preserving warps for video stabilization

Zhou, Z., Jin, H. & Ma, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2299-2306 8 p., 6619142.

Research output: Contribution to journalConference article

Stabilization
Textures
40 Citations (Scopus)

Single-sample face recognition with image corruption and misalignment via sparse illumination transfer

Zhuang, L., Yang, A. Y., Zhou, Z., Sastry, S. S. & Ma, Y., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 3546-3553 8 p., 6619299.

Research output: Contribution to journalConference article

Face recognition
Lighting
Glossaries
Pixels
Experiments
12 Citations (Scopus)
5 Citations (Scopus)

Transportability from multiple environments with limited experiments

Bareinboim, E., Lee, S., Honavar, V. & Pearl, J., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Experiments
2012
11 Citations (Scopus)

Iterative graph feature mining for graph indexing

Yuan, D., Mitra, P., Yu, H. & Giles, C. L., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 198-209 12 p., 6228084.

Research output: Contribution to journalConference article

Data storage equipment
Experiments
5 Citations (Scopus)

Locality preserving feature learning

Gu, Q., Danilevsky, M., Li, Z. & Han, J., Jan 1 2012, In : Journal of Machine Learning Research. 22, p. 477-485 9 p.

Research output: Contribution to journalConference article

Linear transformations
Locality
Integer programming
Set theory
Indexing
2011

SHIRAZ and CABERNET: Leveraging automation, crowdsourcing, and ontologies to improve the accuracy and throughput of zebrafish histological phenotype annotations

Canada, B., Thomas, G., Schleicher, J., Wang, J. Z. & Cheng, K. C., Dec 1 2011, In : CEUR Workshop Proceedings. 833, p. 288-289 2 p.

Research output: Contribution to journalConference article

Ontology
Automation
Genes
Throughput
Histology
1 Citation (Scopus)

Understanding characteristics of available bandwidth in wireless environment

Xing, X., Jiang, Y. & Mishra, S., Jan 1 2011, In : Procedia Computer Science. 5, p. 248-254 7 p.

Research output: Contribution to journalConference article

Bandwidth
Internet
Experiments
1 Citation (Scopus)

Using co-views information to learn lecture recommendations

Liu, H., Das, S., Lee, D., Mitra, P. & Lee Giles, C., Jan 1 2011, In : CEUR Workshop Proceedings. 770, p. 71-82 12 p.

Research output: Contribution to journalConference article

Collaborative filtering
Recommender systems
2010
2 Citations (Scopus)

From data collection to analysis - Exploring regional linguistic variation in route directions by spatially-stratified web sampling

Xu, S., Jaiswal, A., Zhang, X., Klippel, A., Mitra, P. & Maceachren, A., Dec 1 2010, In : CEUR Workshop Proceedings. 620, p. 49-52 4 p.

Research output: Contribution to journalConference article

Linguistics
World Wide Web
Sampling
Hotels
Websites
2009
2 Citations (Scopus)
Vacuum cleaners
Logic programming
Intelligent agents
Software engineering
Teaching