Computer Science

Research output

Research output per year 1978 2007 2010 2012 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023

• 45033 Citations
• 87 h-index
• 1047 Article
• 777 Conference contribution
• 90 Conference article
• 83 Chapter
• 139 More
  • 51 Editorial
  • 41 Paper
  • 21 Review article
  • 13 Book
  • 8 Comment/debate
  • 5 Foreword/postscript

Research output per year

Research output per year

Search results

• Conference contribution

  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., Jan 31 2019, 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%
  2 Scopus citations

• Using sectioning to construct confidence intervals for quantiles when applying importance sampling

  Nakayama, M. K., 2012, Proceedings of the 2012 Winter Simulation Conference, WSC 2012. 6465199. (Proceedings - Winter Simulation Conference).

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

  • Importance sampling 100%
  • Importance Sampling 88%
  • Quantile 75%
  • Confidence interval 64%
  • Finance 44%
  8 Scopus citations

• Using Semantic Metrics to Predict Mutation Equivalence

  Ayad, A., Marsit, I., Mohamed Omri, N., Loh, J. M. & Mili, A., 2019, Software Technologies - 13th International Conference, ICSOFT 2018, Revised Selected Papers. Maciaszek, L. A., Maciaszek, L. A. & van Sinderen, M. (eds.). Springer Verlag, p. 3-27 25 p. (Communications in Computer and Information Science; vol. 1077).

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

  • Mutant 100%
  • Mutation 78%
  • Predict 73%
  • Semantics 67%
  • Equivalence 54%
  4 Scopus citations

• Using Simulation to Approximate the Minimum Cost of a Finite Set of Alternatives

  Zheng, C. & Calvin, J., Dec 2019, 2019 Winter Simulation Conference, WSC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3428-3435 8 p. 9004840. (Proceedings - Winter Simulation Conference; vol. 2019-December).

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

  • Finite Set 100%
  • Costs 90%
  • Simulation 78%
  • Alternatives 76%
  • Run Length 31%

• VALERA: An effective and efficient record-and-replay tool for android

  Hu, Y. & Neamtiu, I., May 14 2016, Proceedings - International Conference on Mobile Software Engineering and Systems, MOBILESoft 2016. Association for Computing Machinery, Inc, p. 285-286 2 p. (Proceedings - International Conference on Mobile Software Engineering and Systems, MOBILESoft 2016).

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

  • Application programs 100%
  • Testing 76%
  • Sensors 37%
  • Communication 18%
  11 Scopus citations

• Validating cyber security requirements: A case study

  Abercrombie, R. K., Sheldon, F. T. & Mili, A., Mar 28 2011, Proceedings of the 44th Annual Hawaii International Conference on System Sciences, HICSS-44 2010. 5718517. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  • Security of data 100%
  • Recovery 35%

• Value propagation in object-oriented database part hierarchies

  Halper, M., Geller, J. & Perl, Y., 1993, Proc 2 Int Conf Inf Knowl Manage. Publ by ACM, p. 606-614 9 p. (Proc 2 Int Conf Inf Knowl Manage).

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

  • Object-oriented databases 100%
  • Data structures 21%
  • Semantics 18%
  • Specifications 17%
  • Communication 13%
  6 Scopus citations

• Variance reduction for estimating a failure probability with multiple criteria

  Alban, A., Darji, H. A., Imamura, A. & Nakayama, M. K., Jul 2 2016, 2016 Winter Simulation Conference: Simulating Complex Service Systems, WSC 2016. Roeder, T. M., Frazier, P. I., Szechtman, R. & Zhou, E. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 302-313 12 p. 7822098. (Proceedings - Winter Simulation Conference; vol. 0).

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

  • Multiple Criteria 100%
  • Failure Probability 94%
  • Variance Reduction 85%
  • Sampling 49%
  • Monte Carlo methods 37%
  1 Scopus citations

• Verification and evaluation of computer and communication systems: 11th international conference, VECoS 2017 Montreal, QC, Canada, august 24-25, 2017 proceedings

  Barkaoui, K., Boucheneb, H., Mili, A. & Tahar, S., 2017, Verification and Evaluation of Computer and Communication Systems - 11th International Conference, VECoS 2017, Proceedings. Barkaoui, K., Boucheneb, H., Mili, A. & Tahar, S. (eds.). Springer Verlag, p. III-IV (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10466 LNCS).

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

• Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network

  Xie, M., Li, Y., Xue, Y., Huntress, L., Beckerman, W., Rahimi, S., Ady, J. & Roshan, U., Dec 16 2020, Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020. Park, T., Cho, Y-R., Hu, X. T., Yoo, I., Woo, H. G., Wang, J., Facelli, J., Nam, S. & Kang, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2680-2684 5 p. 9313434. (Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020).

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

  • Ultrasound 100%
  • Neural Networks 78%
  • Carotid Arteries 64%
  • Convolutional neural networks 59%
  • Ultrasonics 55%
  4 Scopus citations

• Vessel lumen segmentation in internal carotid artery ultrasounds with deep convolutional neural networks

  Xie, M., Li, Y., Xue, Y., Shafritz, R., Rahimi, S. A., Ady, J. W. & Roshan, U. W., Nov 2019, Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019. Yoo, I., Bi, J. & Hu, X. T. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2393-2398 6 p. 8982980. (Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019).

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

  • Ultrasound Image 100%
  • Ultrasound 79%
  • Arteries 76%
  • Vessel 66%
  • Segmentation 66%
  14 Scopus citations

• Viewability prediction for online display ads

  Wang, C., Kalra, A., Borcea, C. & Chen, Y., Oct 17 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 413-422 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

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

  • Prediction 100%
  • Singular Value Decomposition 71%
  • Logistic Regression 57%
  • Latent Class Model 55%
  • Recommender Systems 53%
  14 Scopus citations

• VSMT-IO: Improving I/O performance and efficiency on SMT processors in virtualized clouds

  Jia, W., Shan, J., Li, T. O., Shang, X., Cui, H. & Ding, X., 2020, Proceedings of the 2020 USENIX Annual Technical Conference, ATC 2020. USENIX Association, p. 449-463 15 p. (Proceedings of the 2020 USENIX Annual Technical Conference, ATC 2020).

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

  • Throughput 100%
  • Program processors 91%
  • Switches 51%
  • Servers 26%
  • Scheduling 24%
  5 Scopus citations

• Vulnerability assessment for cascading failures in electric power systems

  Baldick, R., Chowdhury, B., Dobson, I., Dong, Z., Gou, B., Hawkins, D., Huang, Z., Joung, M., Kim, J., Kirschen, D., Lee, S., Li, F., Li, J., Li, Z., Liu, C. C., Luo, X., Mili, L., Miller, S., Nakayama, M., Papic, M., & 11 othersPodmore, R., Rossmaier, J., Schneider, K., Sun, H., Sun, K., Wang, D., Wu, Z., Yao, L., Zhang, P., Zhang, W. & Zhang, X., 2009, 2009 IEEE/PES Power Systems Conference and Exposition, PSCE 2009. 4839939. (2009 IEEE/PES Power Systems Conference and Exposition, PSCE 2009).

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

  • Electric power systems 100%
  • Visualization 30%
  81 Scopus citations

• WAHC'19: 7th workshop on encrypted computing & applied homomorphic cryptography

  Brenner, M., Lepoint, T. & Rohloff, K., Nov 6 2019, CCS 2019 - Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2703-2704 2 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  • Cryptography 100%
  • Security of data 28%
  • Function evaluation 17%
  • Secure communication 16%
  • Information retrieval 14%

• WAHC 2015: Third workshop on encrypted computing and applied homomorphic cryptography

  Brenner, M. & Rohloff, K., 2015, Financial Cryptography and Data Security - FC 2015 International Workshops BITCOIN, WAHC, and Wearable, Revised Selected Papers. Christin, N., Rohloff, K., Brenner, M., Christin, N., Brenner, M., Johnson, B., Johnson, B. & Rohloff, K. (eds.). Springer Verlag, p. VII (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8976).

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

• WAHC 2016: 4th workshop on encrypted computing and applied homomorphic cryptography

  Brenner, M. & Rohloff, K., 2016, Financial Cryptography and Data Security - International Workshops, FC 2016, BITCOIN, VOTING, and WAHC, Revised Selected Papers. Rohloff, K., Clark, J., Meiklejohn, S., Wallach, D., Brenner, M. & Ryan, P. Y. A. (eds.). Springer Verlag, p. IX-X (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9604 LNCS).

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

• 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%

• Webpage depth-level dwell time prediction

  Wang, C., Kalra, A., Borcea, C. & Chen, Y., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1937-1940 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

  • Prediction 100%
  • Model Comparison 38%
  • User Behavior 36%
  • Interaction 16%
  9 Scopus citations

• Weighted maximum variance dimensionality reduction

  Turki, T. & Roshan, U., 2014, Pattern Recognition - 6th Mexican Conference, MCPR 2014, Proceedings. Springer Verlag, p. 11-20 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8495 LNCS).

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

  • Dimensionality Reduction 100%
  • Variance Reduction 94%
  • Dimensionality reduction 84%
  • Principal component analysis 36%
  • Statistical Significance 23%
  3 Scopus citations

• Workload prediction of virtual machines for harnessing data center resources

  Qazi, K., Li, Y. & Sohn, A., Dec 3 2014, Proceedings - 2014 IEEE 7th International Conference on Cloud Computing, CLOUD 2014. Kesselman, C. (ed.). IEEE Computer Society, p. 522-529 8 p. 6973782. (IEEE International Conference on Cloud Computing, CLOUD).

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

  • Virtual machine 100%
  • Chaos theory 99%
  • Testbeds 95%
  • Time series 85%
  • Program processors 83%
  19 Scopus citations

• Workshop on multimedia privacy and security

  Hallman, R., Rohloff, K. & Chang, V., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2645-2646 2 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  • Internet of things 100%
  • Malware 65%
  • Intrusion detection 60%
  • Application programs 53%
  • Websites 51%
  2 Scopus citations

• XML clustering by principal component analysis

  Liu, J., Wang, J. T. L., Hsu, W. & Herbert, K. G., 2004, Proceedings - 16th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2004. Khoshgoftaar, T. M. (ed.). p. 658-662 5 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI).

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

  • XML 100%
  • Principal component analysis 97%
  • Electronic data interchange 27%
  • Information management 23%
  29 Scopus citations

• XReason: A semantic approach that reasons with patterns to answer XML keyword queries

  Aksoy, C., Dimitriou, A., Theodoratos, D. & Wu, X., Dec 1 2013, Database Systems for Advanced Applications - 18th International Conference, DASFAA 2013, Proceedings. PART 1 ed. p. 299-314 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7825 LNCS, no. PART 1).

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

  • Query 100%
  • XML 98%
  • Semantics 86%
  • Structural properties 54%
  • Keyword Search 47%
  9 Scopus citations

• 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%
  144 Scopus citations

• Zone-based Federated Learning for Mobile Sensing Data

  Jiang, X., On, T., Phan, N., Mohammadi, H., Mayyuri, V. D., Chen, A., Jin, R. & Borcea, C., 2023, 2023 IEEE International Conference on Pervasive Computing and Communications, PerCom 2023. Institute of Electrical and Electronics Engineers Inc., p. 141-148 8 p. (2023 IEEE International Conference on Pervasive Computing and Communications, PerCom 2023).

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

  • learning 100%
  • education 33%
  • privacy 33%
  • heart rate 31%
  • gradients 29%

• “Part” relations for object-oriented databases

  Halper, M., Geller, J. & Perl, Y., 1992, Entity-Relationship Approach – ER 1992 - 11th International Conference on the Entity-Relationship Approach, Proceedings. Pernul, G. & Tjoa, A. M. (eds.). Springer Verlag, p. 406-422 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 645 LNCS).

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

  • Object-oriented Databases 100%
  • Object-oriented databases 71%
  • Data structures 47%
  • Semantics 38%
  • Data Model 26%
  8 Scopus citations