Computer Science

Research output

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

• 40912 Citations
• 83 h-index
• 1018 Article
• 754 Conference contribution
• 88 Conference article
• 81 Chapter
• 135 More
  • 51 Editorial
  • 38 Paper
  • 20 Review article
  • 13 Book
  • 8 Comment/debate
  • 5 Foreword/postscript

Research output per year

Research output per year

Search results

• Social infobuttons: Integrating open health data with social data using semantic technology

  Ji, X., Chun, S. A. & Geller, J., 2013, Proceedings of the 5th Workshop on Semantic Web Information Management, SWIM 2013. Association for Computing Machinery, 6. (Proceedings of the 5th Workshop on Semantic Web Information Management, SWIM 2013).

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

  • Health 100%
  • Semantics 92%
  • Linked data 33%
  • Data visualization 15%
  • Data integration 15%
  6 Scopus citations

• SmokeOut: An approach for testing clustering implementations

  Musco, V., Yin, X. & Neamtiu, I., Apr 2019, Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019. Institute of Electrical and Electronics Engineers Inc., p. 473-480 8 p. 8730180. (Proceedings - 2019 IEEE 12th International Conference on Software Testing, Verification and Validation, ICST 2019).

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

  • Clustering algorithms 100%
  • Testing 56%
  • Machine learning 54%
  • Autonomous vehicles 39%
  • Medicine 37%
  4 Scopus citations

• Slide localization in video sequence by using a rapid and suitable segmentation in marginal space

  Rajgure, S., Oria, V. & Gouton, P., Mar 3 2014, Proceedings of SPIE-IS and T Electronic Imaging - Color Imaging XIX: Displaying, Processing, Hardcopy, and Applications. 90150F. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 9015).

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

  • Segmentation 100%
  • lectures 98%
  • chutes 87%
  • discrete cosine transform 64%
  • Video Indexing 60%
  1 Scopus citations

• Single-stage multiple-comparison procedure for quantiles and other parameters

  Nakayama, M. K., 2007, Proceedings of the 2007 Winter Simulation Conference, WSC. p. 530-534 5 p. 4419644. (Proceedings - Winter Simulation Conference).

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

  • Multiple Comparison Procedures 100%
  • Quantile 70%
  • Random processes 38%
  • Run Length 36%
  • Central limit theorem 26%
  3 Scopus citations

• SIFT flow based genetic fisher vector feature for kinship verification

  Puthenputhussery, A., Liu, Q. & Liu, C., Aug 3 2016, 2016 IEEE International Conference on Image Processing, ICIP 2016 - Proceedings. IEEE Computer Society, p. 2921-2925 5 p. 7532894. (Proceedings - International Conference on Image Processing, ICIP; vol. 2016-August).

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

• Shortest Path Edit Distance for detecting duplicate biological entities

  Rudniy, A., Song, M. & Geller, J., 2010, 2010 ACM International Conference on Bioinformatics and Computational Biology, ACM-BCB 2010. p. 442-444 3 p. (2010 ACM International Conference on Bioinformatics and Computational Biology, ACM-BCB 2010).

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

• S-HARP: A parallel dynamic spectral partitioner (A short summary)

  Sohn, A. & Simon, H., 1998, Solving Irregularly Structured Problems in Parallel - 5th International Symposium, IRREGULAR 1998, Proceedings. Springer Verlag, p. 376-385 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1457 LNCS).

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

  • Dynamic loads 100%
  • Dynamic Load Balancing 97%
  • Parallelism 86%
  • Resource allocation 84%
  • Spectrality 75%
  2 Scopus citations

• S-HARP: A scalable parallel dynamic partitioner for adaptive mesh-based computations

  Sohn, A. & Simon, H., 1998, SC 1998 - Proceedings of the ACM/IEEE Conference on Supercomputing. Association for Computing Machinery, (Proceedings of the International Conference on Supercomputing; vol. 1998-November).

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

  • Dynamic loads 100%
  • Resource allocation 84%
  • Message passing 53%
  • Sorting 49%
  7 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

• 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

• Semantic querying of tree-structured data sources using partially specified tree patterns

  Theodoratos, D., Dalamagas, T., Koufopoulos, A. & Gehani, N., 2005, CIKM'05 - Proceedings of the 14th ACM International Conference on Information and Knowledge Management. p. 712-719 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Data Sources 100%
  • Query 98%
  • Graph 24%
  • Query Language 21%
  • Domain Knowledge 15%
  16 Scopus citations

• Semantic integration of tree-structured data using dimension graphs

  Dalamagas, T., Theodoratos, D., Koufopoulos, A. & Liu, I. T., 2005, Journal on Data Semantics IV. Springer Verlag, p. 250-279 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3730 LNCS).

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

  • Query languages 100%
  • Taxonomies 93%
  • XML 86%
  • Query 76%
  • Semantics 76%

• Semantic integration of schema conforming XML data sources

  Theodoratos, D., Dalamagas, T. & Liu, I. T., 2005, Web Information Systems Engineering, WISE 2005 - 6th International Conference on Web Information Systems Engineering, Proceedings. p. 588-589 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3806 LNCS).

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

• Semantic integration and querying of heterogeneous data sources using a hypergraph data model

  Theodoratos, D., 2002, Advances in Databases - 19th British National Conference on Databases, BNCOD 19, Proceedings. Eaglestone, B., North, S. & Poulovassilis, A. (eds.). Springer Verlag, p. 166-182 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2405).

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

  • Mediator 100%
  • Data Model 76%
  • Modeling Language 67%
  • Query Language 66%
  • Hypergraph 64%
  13 Scopus citations

• Semantic deep web: Automatic attribute extraction from the deep web data sources

  An, Y. J., Geller, J., Wu, Y. T. & Chun, S. A., 2007, Proceedings of the 2007 ACM Symposium on Applied Computing. p. 1667-1672 6 p. (Proceedings of the ACM Symposium on Applied Computing).

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

  • Ontology 100%
  • Web crawler 85%
  • Semantics 80%
  • Search engines 59%
  • Websites 50%
  30 Scopus citations

• Self-organization architecture for clustering analysis

  Shih, F. & Moh, J., Jan 1 1990, Proceedings of the Hawaii International Conference on System Science. Hoevel, L. W., Shriver, B. D., Nunamaker, J. F. J., Sprague, R. H. J. & Milutinovic, V. (eds.). Publ by Western Periodicals Co, p. 196-201 6 p. (Proceedings of the Hawaii International Conference on System Science; vol. 1).

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

  • Mathematical morphology 100%
  • Neural networks 96%
  • Backpropagation 74%
  • Network architecture 74%
  • Clustering algorithms 71%

• 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%
  19 Scopus citations

• Selection and multiple-comparison procedures for regenerative systems

  Nakayama, M. K., 2006, Proceedings of the 2006 Winter Simulation Conference, WSC. p. 287-293 7 p. 4117617. (Proceedings - Winter Simulation Conference).

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

  • Multiple Comparison Procedures 100%
  • Run Length 72%
  • Multiple Comparisons 71%
  • Time series 62%
  • Batch 31%

• 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

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

  Greenwald, L., Rohloff, K. & Stott, D., Jan 2 2019, 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

• Securely Sharing Encrypted Medical Information

  Gupta, A. D., Polyakov, Y., Rohloff, K. & Ryan, G., Aug 16 2016, Proceedings - 2016 IEEE 1st International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2016. Institute of Electrical and Electronics Engineers Inc., p. 330-331 2 p. 7545851

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

  • Data Access 100%
  • Encryption 90%
  • Cryptography 76%
  • Data storage equipment 56%
  • Design Patterns 52%
  1 Scopus citations

• Secure and Efficient Agreement Signing Atop Blockchain and Decentralized Identity

  He, S., Sun, T., Tang, Q., Wu, C., Lipka, N., Wigington, C. & Jain, R., 2022, Blockchain and Trustworthy Systems - 4th International Conference, BlockSys 2022, Revised Selected Papers. Svetinovic, D., Zhang, Y., Huang, X., Luo, X. & Chen, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-17 15 p. (Communications in Computer and Information Science; vol. 1679 CCIS).

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

  • Decentralized 100%
  • Blockchain 90%
  • Subsystem 60%
  • Fairness 39%
  • Fair Exchange 27%

• Secure access delegation of encrypted medical information

  Deb Gupta, A., Polyakov, Y. & Rohloff, K., Jun 23 2016, 2016 10th International Symposium on Medical Information and Communication Technology, ISMICT 2016. IEEE Computer Society, 7498900. (International Symposium on Medical Information and Communication Technology, ISMICT; vol. 2016-June).

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

  • Information Storage and Retrieval 100%
  • Cloud Computing 93%
  • Outsourced Services 89%
  • Computer Security 76%
  • Data Management 73%

• Searching musical audio datasets by a batch of multi-variant tracks

  Yu, Y., Downie, J. S., Chen, L., Oria, V. & Joe, K., 2008, Proceedings of the 1st International ACM Conference on Multimedia Information Retrieval, MIR2008, Co-located with the 2008 ACM International Conference on Multimedia, MM'08. p. 121-127 7 p. (Proceedings of the 1st International ACM Conference on Multimedia Information Retrieval, MIR2008, Co-located with the 2008 ACM International Conference on Multimedia, MM'08).

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

  • Semantics 100%
  • Internet 99%
  4 Scopus citations

• Scraping Sticky Leftovers: App User Information Left on Servers After Account Deletion

  Santhanam, P., Dang, H., Shan, Z. & Neamtiu, I., 2022, Proceedings - 43rd IEEE Symposium on Security and Privacy, SP 2022. Institute of Electrical and Electronics Engineers Inc., p. 2145-2160 16 p. (Proceedings - IEEE Symposium on Security and Privacy; vol. 2022-May).

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

  • Application programs 100%
  • Servers 80%
  • Websites 31%
  • Reverse engineering 8%
  • Static analysis 7%

• 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%
  6 Scopus citations

• Scheduling for energy efficiency and throughput maximization in a faulty cloud environment

  Alrammah, H., Gu, Y., Wu, C. & Ju, S., May 29 2018, Proceedings - 2017 IEEE 23rd International Conference on Parallel and Distributed Systems, ICPADS 2017. IEEE Computer Society, p. 561-569 9 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2017-December).

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

  • Energy efficiency 100%
  • Throughput 87%
  • Scheduling 86%
  • Big data 38%
  • Energy utilization 29%
  2 Scopus citations

• Scene image classification using a wigner-based Local Binary Patterns descriptor

  Sinha, A., Banerji, S. & Liu, C., Sep 3 2014, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers Inc., p. 1614-1621 8 p. 6889660. (Proceedings of the International Joint Conference on Neural Networks).

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

  • Image classification 100%
  • Sports 94%
  • Support vector machines 75%
  • Feature extraction 72%
  • Classifiers 66%
  3 Scopus citations

• Scene image classification: Some novel descriptors

  Banerji, S., Sinha, A. & Liu, C., 2012, Proceedings 2012 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2012. p. 2294-2299 6 p. 6378083. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

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

  • Image classification 100%
  • Feature extraction 72%
  • Color 67%
  • Sports 47%
  • Fusion reactions 37%
  7 Scopus citations

• Scalable fair clustering

  Backurs, A., Indyk, P., Onak, K., Schieber, B., Vakilian, A. H. & Wagner, T., Jan 1 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 623-634 12 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).

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

  • time 100%
  • fairness 89%
  • Decomposition 68%
  • Color 68%
  27 Scopus citations

• SAWACMMM'17: The 1st workshop on multi media applications within the South African context

  Du Preez, J., Wolhuter, R., Herbst, B., Sebe, N. & Oria, V., Oct 23 2017, MM 2017 - Proceedings of the 2017 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 1965-1966 2 p. (MM 2017 - Proceedings of the 2017 ACM Multimedia Conference).

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

  • Pattern recognition 100%
  • Computer vision 95%
  • Machine learning 83%
  • Network protocols 77%
  • Computer simulation 62%

• Satem: Trusted service code execution across transactions

  Gang, X., Borcea, C. & Iftode, L., 2006, Proceedings - 25th IEEE Symposium on Reliable Distributed Systems, SRDS 2006. p. 321-334 14 p. 4032493. (Proceedings of the IEEE Symposium on Reliable Distributed Systems).

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

  • Transactions 100%
  • Web services 73%
  • Trusted computing 54%
  • Network protocols 54%
  • Hardware security 51%
  10 Scopus citations

• Safe and flexible adaptation via alternate data structure representations

  Kusum, A., Neamtiu, I. & Gupta, R., Mar 17 2016, Proceedings of CC 2016: The 25th International Conference on Compiler Construction. Association for Computing Machinery, Inc, p. 34-44 11 p. (Proceedings of CC 2016: The 25th International Conference on Compiler Construction).

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

  • Data structures 100%
  • Graph algorithms 21%
  • Servers 12%
  • Data storage equipment 10%
  2 Scopus citations

• Run-length variability of two-stage multiple comparisons with the best for steady-state simulations and its implications for choosing first-stage run lengths

  Nakayama, M., Dec 1 2008, Proceedings of the 2008 Winter Simulation Conference, WSC 2008. p. 252-259 8 p. 4736075. (Proceedings - Winter Simulation Conference).

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

  • Run Length 100%
  • Multiple Comparisons 98%
  • Time series 68%
  • Consistent Estimator 59%
  • Simulation 49%

• Route caching in DTNs interconnected by infrastructure

  Haque, M. E., Hassan, Y. K., Aziz, A., Borcea, C. & Yamada, S., 2013, 2013 Australasian Telecommunication Networks and Applications Conference, ATNAC 2013. IEEE Computer Society, p. 77-82 6 p. 6705360. (2013 Australasian Telecommunication Networks and Applications Conference, ATNAC 2013).

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

  • Network routing 100%
  • Routing protocols 78%
  • Telecommunication networks 72%
  • Mobile computing 70%
  2 Scopus citations

• Robust remote data checking

  Curtmola, R., Khan, O. & Burns, R., 2008, Proceedings of the 4th ACM International Workshop on Storage Security and Survivability, StorageSS'08, Co-located with the 15th ACM Computer and Communications Security Conference, CCS'08. p. 63-68 6 p. (Proceedings of the ACM Conference on Computer and Communications Security).

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

  • File organization 100%
  • Servers 88%
  • Network protocols 83%
  • Systems analysis 45%
  64 Scopus citations

• Robust face recognition using color information

  Liu, Z. & Liu, C., Sep 14 2009, Advances in Biometrics - Third International Conference, ICB 2009, Proceedings. p. 122-131 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5558 LNCS).

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

  • Face Recognition 100%
  • Color Space 87%
  • Face recognition 56%
  • Color 48%
  • Encoding 17%
  29 Scopus citations

• Roadside infrastructure planning for vehicle trajectory collection

  Yan, T. & Wang, G., Jul 30 2012, 35th IEEE Sarnoff Symposium, SARNOFF 2012 - Conference Proceedings. 6222765. (35th IEEE Sarnoff Symposium, SARNOFF 2012 - Conference Proceedings).

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

  • Roadsides 100%
  • Trajectories 56%
  • Planning 51%
  • Computational complexity 16%
  • Communication 10%
  3 Scopus citations

• Risk assessment methodology based on the NISTIR 7628 guidelines

  Abercrombie, R. K., Sheldon, F. T., Hauser, K. R., Lantz, M. W. & Mili, A., Apr 3 2013, Proceedings of the 46th Annual Hawaii International Conference on System Sciences, HICSS 2013. p. 1802-1811 10 p. 6480058. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  • Risk assessment 100%
  • Critical infrastructures 61%
  • Security systems 51%
  • Smart power grids 49%
  21 Scopus citations

• Revisiting Homomorphic Encryption Schemes for Finite Fields

  Kim, A., Polyakov, Y. & Zucca, V., 2021, Advances in Cryptology – ASIACRYPT 2021 - 27th International Conference on the Theory and Application of Cryptology and Information Security, Proceedings, Part 3. Tibouchi, M. & Wang, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 608-639 32 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13092 LNCS).

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

  • Homomorphic Encryption 100%
  • Fans 61%
  • Cryptography 54%
  • Galois field 54%
  • Homomorphic 43%
  8 Scopus citations

• Reverse engineering regulatory networks in cells using a dynamic Bayesian network and mutual information scoring function

  Jiang, H., Turki, T. & Wang, J. T. L., Jan 1 2017, Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017. Chen, X., Luo, B., Luo, F., Palade, V. & Wani, M. A. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 761-764 4 p. (Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017; vol. 2017-December).

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

  • Reverse engineering 100%
  • Bayesian networks 89%
  • Genes 83%
  • Transcription factors 62%
  • Directed graphs 25%
  1 Scopus citations

• Reverse engineering gene regulatory networks using sampling and boosting techniques

  Turki, T. & Wang, J. T. L., 2017, Machine Learning and Data Mining in Pattern Recognition - 13th International Conference, MLDM 2017, Proceedings. Perner, P. (ed.). Springer Verlag, p. 63-77 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10358 LNAI).

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

  • Reverse Engineering 100%
  • Gene Regulatory Network 93%
  • Boosting 87%
  • Reverse engineering 74%
  • Genes 62%
  5 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

• Revenue-Optimized Webpage Recommendation

  Wang, C., Kalra, A., Borcea, C. & Chen, Y., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1558-1559 2 p. 7395860. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

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

  • Marketing 100%
  • Display devices 52%
  • Recommender systems 34%
  • Websites 29%
  • Industry 15%
  3 Scopus citations

• Rethinking multicore application scalability on big virtual machines

  Shan, J., Jia, W. & Ding, X., May 29 2018, Proceedings - 2017 IEEE 23rd International Conference on Parallel and Distributed Systems, ICPADS 2017. IEEE Computer Society, p. 694-701 8 p. (Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS; vol. 2017-December).

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

  • Virtual machine 100%
  • Scalability 79%
  • Program processors 27%
  • Virtualization 17%
  • Resource allocation 6%
  1 Scopus citations

• Restoration of binary and gray-scale images using the contour mid-crack codes description

  Shih, F. & Wong, W. T., Jan 1 1992, IAPR 1992 - 11th IAPR International Conference on Pattern Recognition: Image, Speech, and Signal Analysis. Institute of Electrical and Electronics Engineers Inc., Vol. 3. p. 725-728 4 p. 202089

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

  • Restoration 100%
  • Cracks 68%
  • Binary images 29%

• 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

• Reserve price failure rate prediction with header bidding in display advertising

  Kalra, A., Borcea, C., Wang, C. & Chen, Y., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2819-2827 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  Open Access

  • Marketing 100%
  • Display devices 78%
  5 Scopus citations

• Reservation-Based Federated Scheduling for Parallel Real-Time Tasks

  Ueter, N., Von Der Brüggen, G., Chen, J. J., Li, J. & Agrawal, K., Jan 4 2019, Proceedings - 39th IEEE Real-Time Systems Symposium, RTSS 2018. Institute of Electrical and Electronics Engineers Inc., p. 482-494 13 p. 8603237. (Proceedings - Real-Time Systems Symposium; vol. 2018-December).

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

  • Scheduling 100%
  • Scheduling algorithms 56%
  • Servers 42%
  • Real time systems 28%
  • Experiments 10%
  17 Scopus citations

• Representing transitive relationships with parallel node sets

  Lee, E. & Geller, J., 1993, Proceedings of the IEEE Workshop on Advances in Parallel and Distributed Systems, APADS 1993. Bhargava, B. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 140-145 6 p. 588919. (Proceedings of the IEEE Workshop on Advances in Parallel and Distributed Systems, APADS 1993).

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

  • Node 100%
  • Closure 52%
  1 Scopus citations