Computer Science

Research output

Research output per year 1978 2007 2012 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2023

• 45749 Citations
• 86 h-index
• 1062 Article
• 809 Conference contribution
• 93 Conference article
• 83 Chapter
• 141 More
  • 52 Editorial
  • 43 Paper
  • 21 Review article
  • 13 Book
  • 7 Comment/debate
  • 5 Foreword/postscript

Research output per year

Research output per year

Search results

• 2018

  Performance optimization of budget-constrained mapreduce workflows in multi-clouds

  Cao, H. & Wu, C. Q., Jul 13 2018, Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018. Institute of Electrical and Electronics Engineers Inc., p. 243-252 10 p. (Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018).

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

  • Data transfer 100%
  • Network performance 47%
  • Costs 37%
  • Mathematical models 33%
  • Economics 31%
  2 Scopus citations

• Personalized keyword search on large RDF graphs based on pattern graph similarity

  Sinha, S. B., Lu, X. & Theodoratos, D., Jun 18 2018, Proceedings of the 22nd International Database Engineering and Applications Symposium, IDEAS 2018. Desai, B. C. (ed.). Association for Computing Machinery, p. 12-21 10 p. (ACM International Conference Proceeding Series).

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

  • Scalability 100%
  • Semantics 84%
  5 Scopus citations

• Regression for Radioactive Source Detection

  Cordone, G., Brooks, R. R., Sen, S., Rao, N. S. V., Wu, C. Q., Berry, M. L. & Grieme, K. M., Nov 12 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532726. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

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

  • regression analysis 100%
  • Detectors 76%
  • Radiation 46%
  • Linear regression 39%
  • detectors 38%
  2 Scopus citations

• Resource-aware routing and scheduling in multi-radio multi-channel wireless mesh networks

  Cao, Z., Wu, C. Q., Berry, M. L. & Wang, Y., May 29 2018, 2018 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2018. Institute of Electrical and Electronics Engineers Inc., p. 248-253 6 p. (2018 IEEE Wireless Communications and Networking Conference Workshops, WCNCW 2018).

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

  • Wireless mesh networks (WMN) 100%
  • Scheduling 58%
  • Topology 57%
  • Availability 30%
  • Set theory 27%
  1 Scopus citations

• Reverse Engineering Gene Regulatory Networks Using Graph Mining

  Jiang, H., Turki, T., Zhang, S. & Wang, J. T. L., Jan 1 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (ed.). Springer Verlag, p. 335-349 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

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

  • Graph Mining 100%
  • Reverse Engineering 87%
  • Gene Regulatory Network 81%
  • Reverse engineering 65%
  • Genes 54%
  5 Scopus citations

• Scheduling parallelizable jobs online to maximize throughput

  Agrawal, K., Li, J., Lu, K. & Moseley, B., Jan 1 2018, LATIN 2018: Theoretical Informatics - 13th Latin American Symposium, Proceedings. Mosteiro, M. A., Bender, M. A. & Farach-Colton, M. (eds.). Springer Verlag, p. 755-776 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10807 LNCS).

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

  • Job Scheduling 100%
  • Throughput 93%
  • Profit 82%
  • Maximise 67%
  • Profitability 63%
  7 Scopus citations

• Secure Proxy-Reencryption-Based Inter-Network Key Exchange

  Greenwald, L., Rohloff, K. & Stott, D., Jul 2 2018, 2018 IEEE Military Communications Conference, MILCOM 2018. Institute of Electrical and Electronics Engineers Inc., p. 780-785 6 p. 8599794. (Proceedings - IEEE Military Communications Conference MILCOM; vol. 2019-October).

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

  • Data Sharing 100%
  • Cryptography 72%
  • Sensor networks 38%
  • Scalability 35%
  • Servers 31%
  1 Scopus citations

• Secure storage with replication and transparent deduplication

  Leontiadis, I. & Curtmola, R., Mar 13 2018, CODASPY 2018 - Proceedings of the 8th ACM Conference on Data and Application Security and Privacy. Association for Computing Machinery, Inc, p. 13-23 11 p. (CODASPY 2018 - Proceedings of the 8th ACM Conference on Data and Application Security and Privacy; vol. 2018-January).

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

  • Servers 100%
  • Transparency 35%
  13 Scopus citations

• Self-hiding behavior in Android apps: Detection and characterization

  Shan, Z., Neamtiu, I. & Samuel, R., May 27 2018, Proceedings of the 40th International Conference on Software Engineering, ICSE 2018. IEEE Computer Society, p. 728-739 12 p. (Proceedings - International Conference on Software Engineering).

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

  • Application programs 100%
  • Malware 60%
  • Large dataset 60%
  • Static analysis 57%
  • Byproducts 57%
  22 Scopus citations

• Semantics-aware prediction for analytic qeries in MapReduce environment

  Yu, W., Liu, Z. & Ding, X., Aug 13 2018, 47th International Conference on Parallel Processing, ICPP 2018: Workshop Proceedings. Association for Computing Machinery, 27. (ACM International Conference Proceeding Series).

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

  • Semantics 100%
  • Scheduling 40%
  • Engines 37%
  • Query languages 32%
  • Gages 28%
  1 Scopus citations

• Sentio: Distributed Sensor Virtualization for Mobile Apps

  Debnath, H., Gehani, N., Ding, X., Curtmola, R. & Borcea, C., Aug 22 2018, 2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018. Institute of Electrical and Electronics Engineers Inc., 8444605. (2018 IEEE International Conference on Pervasive Computing and Communications, PerCom 2018).

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

  • Virtualization 100%
  • Application programs 85%
  • Sensors 48%
  • Electric fuses 9%
  • Application programming interfaces (API) 8%
  3 Scopus citations

• Spectrally robust graph isomorphism

  Kolla, A., Koutis, I., Madan, V. & Sinop, A. K., Jul 1 2018, 45th International Colloquium on Automata, Languages, and Programming, ICALP 2018. Kaklamanis, C., Marx, D., Chatzigiannakis, I. & Sannella, D. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 84. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 107).

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

  • Trees (mathematics) 100%
  • Approximation algorithms 94%
  • NP-hard 84%
  • Polynomials 67%
  2 Scopus citations

• Static detection of event-based races in Android apps

  Hu, Y. & Neamtiu, I., Mar 19 2018, Proceedings of the 23rd International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2018. 2 ed. Association for Computing Machinery, Vol. 53. p. 257-270 14 p.

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

  • Application programs 100%
  • Detectors 51%
  • Graphical user interfaces 22%
  • Flow control 21%
  • Synchronization 17%
  18 Scopus citations

• Storage-aware task scheduling for performance optimization of big data workflows

  Ye, Q., Wu, C. Q., Cao, H., Rao, N. S. V. & Hou, A., Jul 2 2018, Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018. Chen, J. & Yang, L. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1095-1102 8 p. 8672241. (Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018).

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

  • Performance Optimization 100%
  • Task Scheduling 95%
  • Work Flow 87%
  • Big data 54%
  • Scheduling 41%
  2 Scopus citations

• Synthesis of Radiation Counts for Networks of Detectors

  Sen, S., Rao, N. S. V., Berry, M. L., Grieme, K. M., Wu, C. Q., Cordone, G. & Brooks, R. R., Nov 12 2018, 2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8532854. (2017 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2017 - Conference Proceedings).

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

  • intelligence 100%
  • Radiation 82%
  • messages 82%
  • Detectors 81%
  • synthesis 75%

• Task relevance and diversity as worker motivation in crowdsourcing

  Pilourdault, J., Amer-Yahia, S., Basu Roy, S. & Lee, D., Oct 24 2018, Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018. Institute of Electrical and Electronics Engineers Inc., p. 365-376 12 p. 8509262. (Proceedings - IEEE 34th International Conference on Data Engineering, ICDE 2018).

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

  • Task Assignment 100%
  • Crowdsourcing 79%
  • Workers 49%
  • Organizational Studies 21%
  • Scalability 20%
  12 Scopus citations

• Two-Level Clustering-Based Target Detection Through Sensor Deployment and Data Fusion

  Wu, C. Q., Liu, W., Sen, S., Rao, N. S. V., Brooks, R. R. & Cordone, G., Sep 5 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers Inc., p. 2376-2383 8 p. 8455623. (2018 21st International Conference on Information Fusion, FUSION 2018).

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

  • Target Detection 100%
  • Data Fusion 91%
  • multisensor fusion 85%
  • Sensor 69%
  • Data fusion 62%
  2 Scopus citations

• Using regenerative simulation to calibrate exponential approximations to risk measures of hitting times to rarely visited sets

  Glynn, P. W., Nakayama, M. K. & Tuffin, B., Jul 2 2018, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1802-1813 12 p. 8632477. (Proceedings - Winter Simulation Conference; vol. 2018-December).

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

  • Risk Measures 100%
  • Hitting Time 99%
  • Set theory 51%
  • Simulation 51%
  • Approximation 40%
  3 Scopus citations

• WAHC’18: 6th workshop on encrypted computing and applied homomorphic cryptography

  Brenner, M. & Rohloff, K., Oct 15 2018, CCS 2018 - Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2183-2184 2 p.

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

  • Cryptography 100%
  • Security of data 45%
  • Function evaluation 27%
  • Secure communication 27%
  • Information retrieval 23%

• ZebraLancer: Private and anonymous crowdsourcing system atop open blockchain

  Lu, Y., Tang, Q. & Wang, G., Jul 19 2018, Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 853-865 13 p. (Proceedings - International Conference on Distributed Computing Systems; vol. 2018-July).

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

  • Crowdsourcing 100%
  • Blockchain 99%
  • Open systems 98%
  • Transparency 29%
  • Authentication 24%
  148 Scopus citations
• 2017

  A Convolutional Neural Network for Transportation Mode Detection Based on Smartphone Platform

  Liang, X. & Wang, G., Nov 14 2017, Proceedings - 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2017. Institute of Electrical and Electronics Engineers Inc., p. 338-342 5 p. 8108764. (Proceedings - 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2017).

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

  • Smartphones 100%
  • Convolutional neural networks 97%
  • platforms 90%
  • accelerometers 36%
  • urban transportation 31%
  53 Scopus citations

• Ad blocking and counter-ad blocking: Analysis of online ad blocker usage

  Zhao, S., Wang, C., Kalra, A., Vaks, L., Borcea, C. & Chen, Y., 2017, AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation. Americas Conference on Information Systems, (AMCIS 2017 - America's Conference on Information Systems: A Tradition of Innovation; vol. 2017-August).

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

  • Industry 100%
  • Marketing 55%
  • Experiments 20%
  6 Scopus citations

• A generic algorithm for program repair

  Khaireddine, B., Zakharchenko, A. & Mili, A., Jul 3 2017, Proceedings - 2017 IEEE/ACM 5th International FME Workshop on Formal Methods in Software Engineering, FormaliSE 2017. Institute of Electrical and Electronics Engineers Inc., p. 65-71 7 p. 7967995. (Proceedings - 2017 IEEE/ACM 5th International FME Workshop on Formal Methods in Software Engineering, FormaliSE 2017).

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

  • Repair 100%
  • Specifications 59%
  7 Scopus citations

• A probabilistic framework for estimating pairwise distances through crowdsourcing

  Rahman, H., Roy, S. B. & Das, G., 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K-U. & Orlando, S. (eds.). OpenProceedings.org, p. 258-269 12 p. (Advances in Database Technology - EDBT; vol. 2017-March).

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

  • Crowdsourcing 100%
  • Feedback 53%
  • Probability distributions 20%
  • Statistics 15%
  • Machine learning 15%

• A secure framework for mHealth data analytics with visualization

  Ferebee, D., Shandilya, V., Wu, C., Ricks, J., Agular, D., Cole, K., Ray, B., Franklin, A., Titon, C. & Wang, Z., Jan 17 2017, 2016 IEEE 35th International Performance Computing and Communications Conference, IPCCC 2016. Institute of Electrical and Electronics Engineers Inc., 7820602. (2016 IEEE 35th International Performance Computing and Communications Conference, IPCCC 2016).

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

  • mHealth 100%
  • Data Analytics 84%
  • Visualization 59%
  • Biometrics 38%
  • Authentication 32%
  2 Scopus citations

• A time-delayed information-theoretic approach to the reverse engineering of gene regulatory networks using apache spark

  Abduallah, Y. & Wang, J. T. L., Jul 2 2017, Proceedings - 2017 IEEE 15th International Conference on Dependable, Autonomic and Secure Computing, 2017 IEEE 15th International Conference on Pervasive Intelligence and Computing, 2017 IEEE 3rd International Conference on Big Data Intelligence and Computing and 2017 IEEE Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2017. Institute of Electrical and Electronics Engineers Inc., p. 1106-1113 8 p. (Proceedings - 2017 IEEE 15th International Conference on Dependable, Autonomic and Secure Computing, 2017 IEEE 15th International Conference on Pervasive Intelligence and Computing, 2017 IEEE 3rd International Conference on Big Data Intelligence and Computing and 2017 IEEE Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2017; vol. 2018-January).

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

  • Reverse engineering 100%
  • Gene Regulatory Networks 95%
  • Electric sparks 88%
  • Genes 83%
  • Cloud Computing 29%
  2 Scopus citations

• Auditing the assignments of top-level semantic types in the UMLS semantic network to UMLS concepts

  He, Z., Perl, Y., Elhanan, G., Chen, Y., Geller, J. & Bian, J., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1262-1269 8 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

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

  • Unified Medical Language System 100%
  • Semantic Web 75%
  • Semantics 61%
  • Quality assurance 9%
  6 Scopus citations

• Bandwidth scheduling in overlay networks with linear capacity constraints

  Wu, C. Q., Oct 2 2017, INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8057139. (Proceedings - IEEE INFOCOM).

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

  • Overlay networks 100%
  • Scheduling 56%
  • Bandwidth 51%
  • Data transfer 41%
  • Heuristic algorithms 20%
  1 Scopus citations

• Bandwidth scheduling with multiple fixed node-disjoint paths in high-performance networks

  Hou, A., Wu, C. Q., Fang, D., Wang, Y. & Wang, M., 2017, Quality, Reliability, Security and Robustness in Heterogeneous Networks - 12th International Conference, QShine 2016, Proceedings. Pack, S. & Lee, J-H. (eds.). Springer Verlag, p. 86-96 11 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 199).

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

  • Network performance 100%
  • Scheduling 70%
  • Bandwidth 64%
  • Time varying networks 36%
  • Complex networks 26%

• Bandwidth scheduling with multiple variable node-disjoint paths in high-performance networks

  Hou, A., Wu, C. Q., Fang, D., Wang, Y., Wang, M., Wang, T. & Zhang, X., Jan 17 2017, 2016 IEEE 35th International Performance Computing and Communications Conference, IPCCC 2016. Institute of Electrical and Electronics Engineers Inc., 7820600. (2016 IEEE 35th International Performance Computing and Communications Conference, IPCCC 2016).

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

  • Network performance 100%
  • Scheduling 70%
  • Bandwidth 64%
  • Big data 61%
  • Data transfer 34%
  8 Scopus citations

• Cliptography: Post-snowden cryptography

  Tang, Q. & Yung, M., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2615-2616 2 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  • Cryptography 100%
  • Electronic document identification systems 36%
  • Standardization 28%
  • Internet 20%
  • Specifications 19%
  11 Scopus citations

• Cooperative system for free parking assignment

  Hakeem, A., Gehani, N., Curtmola, R., Ding, X. & Borcea, C., Jul 2 2017, 2017 IEEE Vehicular Networking Conference, VNC 2017. Altintas, O., Casetti, C., Kirsch, N., Lo Cigno, R. & Meireles, R. (eds.). IEEE Computer Society, p. 319-326 8 p. (IEEE Vehicular Networking Conference, VNC; vol. 2018-January).

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

  • cooperative system 100%
  • Parking 75%
  • Assignment 55%
  • driver 19%
  • Travel Time 16%
  3 Scopus citations

• Correcting ontology errors simplifies visual complexity

  Liu, H., Zheng, L., Perl, Y., Chen, Y. & Elhanan, G., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Marie-Christine, J. & Dongsheng, Z. (eds.). IOS Press BV, p. 1330 1 p. (Studies in Health Technology and Informatics; vol. 245).

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

  • Controlled Vocabulary 100%
  • Posters 85%
  • Ontology 55%
  • Thesauri 42%
  • Taxonomies 34%
  1 Scopus citations

• Data Transfer Advisor with Transport Profiling Optimization

  Yun, D., Wu, C. Q., Rao, N. S. V., Liu, Q., Kettimuthu, R. & Jung, E. S., Nov 14 2017, Proceedings - 2017 IEEE 42nd Conference on Local Computer Networks, LCN 2017. IEEE Computer Society, p. 269-277 9 p. 8109366. (Proceedings - Conference on Local Computer Networks, LCN; vol. 2017-October).

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

  • Data transfer 100%
  • Big data 29%
  • Application Layer 19%
  • Network performance 15%
  • Experiments 5%
  12 Scopus citations

• Discovering additional complex NCIt gene concepts with high error rate

  Zheng, L., Min, H., Perl, Y. & Geller, J., Dec 15 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Yoo, I., Zheng, J. H., Gong, Y., Hu, X. T., Shyu, C-R., Bromberg, Y., Gao, J. & Korkin, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 653-657 5 p. (Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017; vol. 2017-January).

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

  • Controlled Vocabulary 100%
  • Thesauri 84%
  • National Cancer Institute (U.S.) 76%
  • Genes 63%
  • Quality assurance 46%
  2 Scopus citations

• Efficient quantile estimation via a combination of importance sampling and Latin hypercube sampling

  Nakayama, M. K., 2017, 31st Annual European Simulation and Modelling Conference 2017, ESM 2017. Goncalves, P. J. S. (ed.). EUROSIS, p. 49-53 5 p. (31st Annual European Simulation and Modelling Conference 2017, ESM 2017).

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

  • Latin Hypercube Sampling 100%
  • Quantile Estimation 88%
  • Importance sampling 86%
  • Efficient Estimation 79%
  • Importance Sampling 76%

• Enabling real-Time drug abuse detection in tweets

  Phan, N., Bhole, M., Ae Chun, S. & Geller, J., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1510-1514 5 p. 7930118. (Proceedings - International Conference on Data Engineering).

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

  • Public health 100%
  • Monitoring 94%
  • Medical problems 92%
  • Decision trees 81%
  • Health 61%
  30 Scopus citations

• Energy-efficient dynamic consolidation of virtual machines in big data centers

  Xu, S., Wu, C. Q., Hou, A., Wang, Y. & Wang, M., 2017, Green, Pervasive, and Cloud Computing - 12th International Conference, GPC 2017, Proceedings. Au, M. H. A., Choo, K-K. R., Li, K-C., Castiglione, A. & Palmieri, F. (eds.). Springer Verlag, p. 191-206 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10232 LNCS).

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

  • Virtual Machine 100%
  • Data Center 86%
  • Energy Efficient 86%
  • Consolidation 70%
  • Virtual machine 53%
  2 Scopus citations

• Energy-efficient dynamic scheduling of deadline-constrained MapReduce workflows

  Shu, T. & Wu, C. Q., Nov 14 2017, Proceedings - 13th IEEE International Conference on eScience, eScience 2017. Institute of Electrical and Electronics Engineers Inc., p. 393-402 10 p. 8109158. (Proceedings - 13th IEEE International Conference on eScience, eScience 2017).

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

  • Workflow 100%
  • scheduling 99%
  • Energy Consumption 99%
  • workflow 98%
  • energy use and consumption 78%
  6 Scopus citations

• Estimating the survival rate of mutants

  Marsit, I., Omri, M. N. & Mili, A., 2017, ICSOFT 2017 - Proceedings of the 12th International Conference on Software Technologies. Cardoso, J., Cardoso, J., Maciaszek, L., Maciaszek, L., van Sinderen, M. & Cabello, E. (eds.). SciTePress, p. 208-213 6 p. (ICSOFT 2017 - Proceedings of the 12th International Conference on Software Technologies).

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

  Open Access

  • Redundancy 100%
  • Testing 30%
  3 Scopus citations

• Experimental Analysis of File Transfer Rates over Wide-Area Dedicated Connections

  Rao, N. S. V., Liu, Q., Sen, S., Hinkel, G., Imam, N., Foster, I., Kettimuthu, R., Settlemyer, B. W., Wu, C. Q. & Yun, D., Jan 20 2017, Proceedings - 18th IEEE International Conference on High Performance Computing and Communications, 14th IEEE International Conference on Smart City and 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016. Yang, L. T. & Chen, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 198-205 8 p. 7828379. (Proceedings - 18th IEEE International Conference on High Performance Computing and Communications, 14th IEEE International Conference on Smart City and 2nd IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2016).

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

  • Experimental Analysis 100%
  • Parallel flow 30%
  • File System 24%
  • Big data 20%
  • Work Flow 19%
  16 Scopus citations

• Experiments and analyses of data transfers over wide-area dedicated connections

  Rao, N. S. V., Liu, Q., Sen, S., Hanley, J., Foster, I., Kettimuthu, R., Wu, C. Q., Yun, D., Towsley, D. & Vardoyan, G., Sep 14 2017, 2017 26th International Conference on Computer Communications and Networks, ICCCN 2017. Institute of Electrical and Electronics Engineers Inc., 8038432. (2017 26th International Conference on Computer Communications and Networks, ICCCN 2017).

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

  • Data Transfer 100%
  • Throughput 68%
  • Data transfer 63%
  • Experiment 47%
  • Thread 40%
  8 Scopus citations

• FaceDate: A mobile cloud computing app for people matching invited paper

  Neog, P., Debnath, H., Shan, J., Paiker, N. R., Gehani, N., Curtmola, R., Ding, X. & Borcea, C., Apr 24 2017, BODYNETS 2016 - 11th International Conference on Body Area Networks. EAI

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

  • Mobile cloud computing 100%
  • Face recognition 70%
  • Application programs 66%
  • Distributed computer systems 25%
  • Middleware 24%

• Generic Semantic Security against a kleptographic adversary

  Russell, A., Tang, Q., Yung, M. & Zhou, H. S., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 907-922 16 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  • Cryptography 100%
  • Semantics 82%
  • Software engineering 32%
  • Specifications 26%
  51 Scopus citations

• History of improving statistical efficiency

  Barton, R., Nakayama, M. K. & Schruben, L., Jun 28 2017, 2017 Winter Simulation Conference, WSC 2017. Chan, V. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 158-180 23 p. (Proceedings - Winter Simulation Conference).

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

  • Simulation Modeling 100%
  • Rare Event Simulation 96%
  • Discrete Event Simulation 93%
  • Simulation Analysis 85%
  • Variance Reduction 78%
  2 Scopus citations

• Improving k-NN graph accuracy using local intrinsic dimensionality

  Houle, M. E., Oria, V. & Wali, A. M., 2017, Similarity Search and Applications - 10th International Conference, SISAP 2017, Proceedings. Borutta, F., Kroger, P., Seidl, T. & Beecks, C. (eds.). Springer Verlag, p. 110-124 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10609 LNCS).

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

  • Nearest Neighbor Graph 100%
  • Feature Vector 99%
  • K-nearest Neighbor 87%
  • Dimensionality 66%
  • Descent 65%
  4 Scopus citations

• Inferring gene regulatory networks by combining supervised and unsupervised methods

  Turki, T., Wang, J. T. L. & Rajikhan, I., Jan 31 2017, Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. Institute of Electrical and Electronics Engineers Inc., p. 140-145 6 p. 7838135. (Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016).

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

  • Genes 100%
  • Cleaning 65%
  • Classifiers 49%
  • Gene expression 38%
  • Deep learning 31%
  12 Scopus citations

• Motivation-Aware task assignment in crowdsourcing

  Pilourdault, J., Amer-Yahia, S., Lee, D. & Roy, S. B., 2017, Advances in Database Technology - EDBT 2017: 20th International Conference on Extending Database Technology, Proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K-U. & Orlando, S. (eds.). OpenProceedings.org, p. 246-257 12 p. (Advances in Database Technology - EDBT; vol. 2017-March).

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

  • Crowdsourcing 100%
  • Throughput 14%
  • Experiments 7%
  22 Scopus citations

• Multi-layer Big Knowledge Visualization Scheme for Comprehending Neoplasm Ontology Content

  Zheng, L., Ochs, C., Geller, J., Liu, H., Perl, Y. & Coronado, S. D., Aug 30 2017, Proceedings - 2017 IEEE International Conference on Big Knowledge, ICBK 2017. Lu, R., Wu, X., Ozsu, T., Wu, X. & Hendler, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 127-134 8 p. 8023404. (Proceedings - 2017 IEEE International Conference on Big Knowledge, ICBK 2017).

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

  • Ontology 100%
  • Multilayer 90%
  • Visualization 80%
  • Node 56%
  • Knowledge 56%
  2 Scopus citations

• On the estimation of the mean time to failure by simulation

  Glynn, P. W., Nakayama, M. K. & Tuffin, B., Jun 28 2017, 2017 Winter Simulation Conference, WSC 2017. Chan, V. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1844-1855 12 p. (Proceedings - Winter Simulation Conference).

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

  • Mean Time to Failure 100%
  • Time-to-failure 78%
  • Importance sampling 41%
  • Simulation 40%
  • Estimator 38%
  4 Scopus citations