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Research Output 1986 2019

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Conference contribution
2019
2 Citations (Scopus)

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging

Aggarwal, K., Khadanga, S., Joty, S., Kazaglis, L. & Srivastava, J., Jan 22 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1318-1327 10 p. 8622286. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

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

Sleep
Air
Recurrent neural networks
Convolution
Health
2018
1 Citation (Scopus)

ML approach for early detection of sleep apnea treatment abandonment: A case study

Araujo, M., Bhojwani, R., Srivastava, J., Kazaglis, L. & Iber, C., Apr 23 2018, DH 2018 - Proceedings of the 2018 International Conference on Digital Health. Association for Computing Machinery, p. 75-79 5 p. (ACM International Conference Proceeding Series; vol. 2018-April).

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

Health
Learning systems
Trajectories
Personnel
Sleep
2017

Advanced computation of sparse precision matrices for big data

Baggag, A., Bensmail, H. & Srivastava, J., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Cao, L., Shim, K., Lee, J-G., Kim, J., Moon, Y-S. & Lin, X. (eds.). Springer- Verlag, p. 27-38 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10235 LNAI).

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

Covariance matrix
Method of multipliers
Alternating Direction Method
Positive Definiteness
Stopping Criterion
12 Citations (Scopus)

From retweet to believability: Utilizing trust to identify rumor spreaders on twitter

Rath, B., Gao, W., Ma, J. & Srivastava, J., 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. 179-186 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

Spreaders
Learning systems
Identification (control systems)
Experiments

On the role of political affiliation in human perception the case of Delhi OddEven experiment

Zanouda, T., Abbar, S., Berti-Equille, L., Shah, K., Baggag, A., Chawla, S. & Srivastava, J., Jan 1 2017, Social Informatics - 9th International Conference, SocInfo 2017, Proceedings. Ciampaglia, G. L., Yasseri, T. & Mashhadi, A. (eds.). Springer- Verlag, p. 74-88 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10540 LNCS).

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

Human Perception
Experiment
Experiments
India
Curbs

The 360QS Toolkit for Sleep and Physical Activity Analysis Based on Wearables

Singh, M., Fernandez-Luque, L. & Srivastava, J., Nov 10 2017, Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 680-681 2 p. 8104278. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2017-June).

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

Sleep
Health
Data visualization
Health risks
Ubiquitous computing
3 Citations (Scopus)

Visualization of Wearable Data and Biometrics for Analysis and Recommendations in Childhood Obesity

Aupetit, M., Fernandez-Luque, L., Singh, M. & Srivastava, J., Nov 10 2017, Proceedings - 2017 IEEE 30th International Symposium on Computer-Based Medical Systems, CBMS 2017. Bamidis, P. D., Konstantinidis, S. T. & Rodrigues, P. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 678-679 2 p. 8104277. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2017-June).

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

Pediatric Obesity
Health Behavior
Biometrics
Visualization
Obesity
1 Citation (Scopus)

Weighted simplicial complex: A novel approach for predicting small group evolution

Sharma, A., Moore, T. J., Swami, A. & Srivastava, J., Jan 1 2017, Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Proceedings. Springer- Verlag, p. 511-523 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10234 LNAI).

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

Simplicial Complex
Industry
Recurrence
Network Modeling
Predictive Model
2016
10 Citations (Scopus)

Cross-language domain adaptation for classifying crisis-related short messages

Imran, M., Mitra, P. & Srivastava, J., Jan 1 2016, ISCRAM 2016 Conference Proceedings - 13th International Conference on Information Systems for Crisis Response and Management. Antunes, P., Banuls Silvera, V. A., Porto de Albuquerque, J., Moore, K. A. & Tapia, A. H. (eds.). Information Systems for Crisis Response and Management, ISCRAM, (Proceedings of the International ISCRAM Conference).

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

Disasters
Classifiers
Learning systems
Labels
Earthquakes
16 Citations (Scopus)

Querying and tracking influencers in social streams

Subbian, K., Aggarwal, C. C. & Srivastava, J., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 493-502 10 p. (WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining).

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

Electric network analysis
Marketing
7 Citations (Scopus)

Robust Automated Human Activity Recognition and Its Application to Sleep Research

Sathyanarayana, A., Ofli, F., Fernandez-Luque, L., Srivastava, J., Elmagarmid, A., Arora, T. & Taheri, S., Jul 2 2016, Proceedings - 16th IEEE International Conference on Data Mining Workshops, ICDMW 2016. Domeniconi, C., Gullo, F., Bonchi, F., Bonchi, F., Domingo-Ferrer, J., Baeza-Yates, R., Baeza-Yates, R., Baeza-Yates, R., Zhou, Z-H. & Wu, X. (eds.). IEEE Computer Society, p. 495-502 8 p. 7836708. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 0).

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

Sleep research
Health
Medical problems
Time series
Sensors
9 Citations (Scopus)

Trustingness & trustworthiness: A pair of complementary trust measures in a social network

Roy, A., Sarkar, C., Srivastava, J. & Huh, J., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 549-554 6 p. 7752289

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

trustworthiness
social network
coding
human being
interaction
2015
9 Citations (Scopus)

360° Quantified Self

Haddadi, H., Ofli, F., Mejova, Y., Weber, I. & Srivastava, J., Dec 8 2015, Proceedings - 2015 IEEE International Conference on Healthcare Informatics, ICHI 2015. Fu, W-T., Balakrishnan, P., Harabagiu, S., Wang, F. & Srivatsava, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 587-592 6 p. 7349770

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

Ego
Social Media
Equipment and Supplies
Social Environment
Electronic Health Records
1 Citation (Scopus)

Clinical decision making: A framework for predicting Rx response

Sathyanarayana, A., Pathak, J., McCoy, R., Romero-Brufau, S., Panaziahar, M. & Srivastava, J., Jan 26 2015, Proceedings - 14th IEEE International Conference on Data Mining Workshops, ICDMW 2014. Zhou, Z-H., Wang, W., Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. IEEE Computer Society, p. 1185-1188 4 p. 7022730. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2015-January, no. January).

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

Decision making
Medical problems
Decision trees
30 Citations (Scopus)

Just in time recommendations - Modeling the dynamics of boredom in activity streams

Kapoor, K., Subbian, K., Srivastava, J. & Schrater, P. R., Feb 2 2015, WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 233-242 10 p. (WSDM 2015 - Proceedings of the 8th ACM International Conference on Web Search and Data Mining).

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

2 Citations (Scopus)

Predicting small group accretion in social networks: A topology based incremental approach

Sharma, A., Kuang, R., Srivastava, J., Feng, X. & Singhal, K., Aug 25 2015, Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015. Pei, J., Tang, J. & Silvestri, F. (eds.). Association for Computing Machinery, Inc, p. 408-415 8 p. (Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2015).

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

Topology
Social sciences
Joining
Macros
Statistical methods

Rare class detection in networks

Subbian, K., Aggarwal, C. C., Srivastava, J. & Kumar, V., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Ye, J. & Venkatasubramanian, S. (eds.). Society for Industrial and Applied Mathematics Publications, p. 406-414 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).

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

2014
27 Citations (Scopus)

A hazard based approach to user return time prediction

Kapoor, K., Sun, M., Srivastava, J. & Ye, T., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1719-1728 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Hazards
Web services
Marketing
Internet
Economics
3 Citations (Scopus)

DataGopher: Context-based search for research datasets

Singhal, A., Kasturi, R. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 749-756 8 p. 7051964. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

Search engines
Blogs

Generating semantic annotations for research datasets

Singhal, A. & Srivastava, J., Jan 1 2014, 4th International Conference on Web Intelligence, Mining and Semantics, WIMS 2014. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

Semantics
Search engines
Metadata
World Wide Web
Explosions
2 Citations (Scopus)

Leveraging the web for automating tag expansion for low-content items

Singhal, A. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 545-552 8 p. 7051937. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

Factorization
Semantics
1 Citation (Scopus)

Scalable information flow mining in networks

Subbian, K., Sridhar, C., Aggarwal, C. C. & Srivastava, J., Jan 1 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 3 ed. Springer- Verlag, p. 130-146 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8726 LNAI, no. PART 3).

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

Information Flow
Flow patterns
Mining
Flow Pattern
Influence Analysis
5 Citations (Scopus)

Understanding co-evolution in large multi-relational social networks

Singhal, A., Roy, A. & Srivastava, J., Feb 27 2014, Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014. Bertino, E., Thuraisingham, B., Liu, L. & Joshi, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 733-740 8 p. 7051962. (Proceedings of the 2014 IEEE 15th International Conference on Information Reuse and Integration, IEEE IRI 2014).

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

Electric network analysis
2013
2 Citations (Scopus)

Automating document annotation using open source knowledge

Singhal, A., Kasturi, R. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. p. 199-204 6 p. 6690015. (Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013; vol. 1).

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

Terminology
Search engines
Computer science
Availability
8 Citations (Scopus)

Bot detection based on social interactions in MMORPGs

Oh, J., Borbora, Z. H., Sharma, D. & Srivastava, J., Dec 1 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 536-543 8 p. 6693378. (Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013).

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

Eigenvalues and eigenfunctions
Classifiers
Internet
7 Citations (Scopus)

Community detection with prior knowledge

Subbian, K., Aggarwal, C. C., Srivastava, J. & Yu, P. S., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 405-413 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

Labels
Availability
Communication
18 Citations (Scopus)

Content-centric flow mining for influence analysis in social streams

Subbian, K., Aggarwal, C. & Srivastava, J., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 841-846 6 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Information flow
Social networks
Node
Network structure
Leverage

Cornmunity detection with prior knowledge

Subbian, K., Aggarwal, C. C., Srivastava, J. & Yu, P. S., Jan 1 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 405-413 9 p. (SIAM International Conference on Data Mining 2013, SMD 2013).

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

Prior Knowledge
Community Detection
Labels
Availability
Communication
6 Citations (Scopus)

Dynamics of trust reciprocation in multi-relational networks

Singhal, A., Subbian, K., Srivastava, J., Kolda, T. G. & Pinar, A., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 661-665 5 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

Social sciences
Heterogeneous networks
Experiments
15 Citations (Scopus)

Finding influencers in networks using social capital

Subbian, K., Sharma, D., Wen, Z. & Srivastava, J., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 592-599 8 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

1 Citation (Scopus)

Guilt by association? Network based propagation approaches for gold farmer detection

Ahmad, M. A., Keegan, B., Roy, A., Williams, D., Srivastava, J. & Contractor, N., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 121-126 6 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

Gold
Labels
4 Citations (Scopus)

Impact of density of lab data in EHR for prediction of potentially preventable events

Sarkar, C. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE International Conference on Healthcare Informatics, ICHI 2013. p. 529-534 6 p. 6680530. (Proceedings - 2013 IEEE International Conference on Healthcare Informatics, ICHI 2013).

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

Electronic Health Records
Data Mining
Hospital Emergency Service

Improving classification accuracy of youtube videos by exploiting focal points in social tags

Mahapatra, A., Kapoor, K., Kasturi, R. & Srivastava, J., Nov 29 2013, Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013. 6618382. (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013).

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

Labels
Communication
1 Citation (Scopus)

Incongruity versus incongruity resolution

Mahapatra, A. & Srivastava, J., Dec 1 2013, Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013. p. 25-32 8 p. 6693307. (Proceedings - SocialCom/PASSAT/BigData/EconCom/BioMedCom 2013).

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

Marketing
Semantics
10 Citations (Scopus)

Leveraging Web intelligence for finding interesting research datasets

Singhal, A., Kasturi, R., Sivakumar, V. & Srivastava, J., Dec 1 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. p. 321-328 8 p. 6690032. (Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013; vol. 1).

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

Metadata
Recommender systems
Search engines
9 Citations (Scopus)

Measuring spontaneous devaluations in user preferences

Kapoor, K., Srivastava, N., Srivastava, J. & Schrater, P., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1061-1069 9 p. 2487679. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

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

Recommender systems
Hazards
Statistics
Industry
8 Citations (Scopus)

Social capital: The power of influencers in networks

Subbian, K., Sharma, D., Wen, Z. & Srivastava, J., Jan 1 2013, 12th International Conference on Autonomous Agents and Multiagent Systems 2013, AAMAS 2013. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 2. p. 1243-1244 2 p.

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

Experiments
6 Citations (Scopus)

Socialization and trust formation: A mutual reinforcement? An exploratory analysis in an online virtual setting

Roy, A., Borbora, Z. H. & Srivastava, J., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 653-660 8 p.

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

Reinforcement
Semantics
Experiments
1 Citation (Scopus)

Social patterns: Community detection using behavior-generated network datasets

Leung, A., Dron, W., Hancock, J. P., Aguirre, M., Purnell, J., Han, J., Wang, C., Srivastava, J., Mahapatra, A., Roy, A. & Scott, L., Oct 28 2013, Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013. p. 82-89 8 p. 6609198. (Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013).

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

Communication
Weighing
3 Citations (Scopus)

TeamSkill and the NBA: Applying lessons from virtual worlds to the real-world

DeLong, C., Terveen, L. & Srivastava, J., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 156-161 6 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

11 Citations (Scopus)

Weighted node degree centrality for hypergraphs

Kapoor, K., Sharma, D. & Srivastava, J., Oct 28 2013, Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013. p. 152-155 4 p. 6609212. (Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013).

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

Electronic mail
Industry
2012
5 Citations (Scopus)

Automatic detection of compromised accounts in MMORPGs

Oh, J., Borbora, Z. H. & Srivastava, J., Jan 1 2012, Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012. IEEE Computer Society, p. 222-227 6 p. 6542444. (Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012).

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

Profitability
Gold
Experiments
Online games
Experiment
1 Citation (Scopus)

Characterizing the internet's sense of humor

Mahapatra, A., Srivastava, N. & Srivastava, J., Dec 1 2012, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 579-584 6 p. 6406311

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

Internet
Semantics
1 Citation (Scopus)

Early prediction of potentially preventable events in ambulatory care sensitive admissions from clinical data

Desikan, P., Srivastava, N., Winden, T., Lindquist, T., Britt, H. & Srivastava, J., Dec 1 2012, Proceedings - 2012 IEEE 2nd Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2012. 1 p. 6366216. (Proceedings - 2012 IEEE 2nd Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2012).

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

Ambulatory Care
Health
Medical problems
Pediatrics
Asthma
9 Citations (Scopus)

Improved feature selection for hematopoietic cell transplantation outcome prediction using rank aggregation

Sarkar, C., Cooley, S. A. & Srivastava, J., Dec 1 2012, 2012 Federated Conference on Computer Science and Information Systems, FedCSIS 2012. p. 221-226 6 p. 6354439

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

Feature extraction
Agglomeration
Stem cells
Antigens
Chemotherapy
1 Citation (Scopus)

Improving bagging performance through multi-algorithm ensembles

Hsu, K. W. & Srivastava, J., Mar 7 2012, New Frontiers in Applied Data Mining - PAKDD 2011 International Workshops, Revised Selected Papers. p. 471-482 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7104 LNAI).

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

Bagging
Ensemble
Classifiers
Majority Voting
Ensemble Methods
2 Citations (Scopus)

Love all, trust a few: Link prediction for trust and psycho-social factors in MMOs

Ahmad, M. A., Borbora, Z., Srivastava, J. & Contractor, N., Apr 3 2012, Social Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings. p. 123-130 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

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

Prediction
Game
Link Analysis
Communication Theory
Social Interaction
4 Citations (Scopus)

TeamSkill evolved: Mixed classification schemes for team-based multi-player games

DeLong, C. & Srivastava, J., May 29 2012, Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia Conference, PAKDD 2012, Proceedings. PART 1 ed. p. 26-37 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7301 LNAI, no. PART 1).

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

Game
Classifiers
Prior Probability
Prediction
Tournament
5 Citations (Scopus)

The ones that got away: False negative estimation based approaches for gold farmer detection

Roy, A., Ahmad, M. A., Sarkar, C., Keegan, B. & Srivastava, J., Dec 1 2012, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 328-337 10 p. 6406262. (Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012).

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

Gold
Experiments
17 Citations (Scopus)

User behavior modelling approach for churn prediction in online games

Borbora, Z. H. & Srivastava, J., Dec 1 2012, Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012. p. 51-60 10 p. 6406269. (Proceedings - 2012 ASE/IEEE International Conference on Privacy, Security, Risk and Trust and 2012 ASE/IEEE International Conference on Social Computing, SocialCom/PASSAT 2012).

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

Virtual reality
Semantics