Computer Science

Research output

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

• 45790 Citations
• 86 h-index
• 1061 Article
• 810 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

• Conference contribution

  An Ontology for the Social Determinants of Health Domain

  Kollapally, N. M., Chen, Y., Xu, J. & Geller, J., 2022, Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022. Adjeroh, D., Long, Q., Shi, X., Guo, F., Hu, X., Aluru, S., Narasimhan, G., Wang, J., Kang, M., Mondal, A. M. & Liu, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2403-2410 8 p. (Proceedings - 2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022).

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

  • Social Determinants of Health 100%
  • Ontology 61%
  • Health 44%
  • Electronic Health Record 30%
  • Electronic Health Records 23%

• Anonymous Traceback for End-to-End Encryption

  Kenney, E., Tang, Q. & Wu, C., 2022, Computer Security – ESORICS 2022 - 27th European Symposium on Research in Computer Security, Proceedings. Atluri, V., Di Pietro, R., Jensen, C. D. & Meng, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 42-62 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13555 LNCS).

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

  • Encryption 100%
  • Cryptography 70%
  • Anonymity 40%
  • Security Model 22%

• An original semantics to keyword queries for xml using structural patterns

  Theodoratos, D. & Wu, X., 2007, Advances in Databases: Concepts, Systems and Applications - 12th International Conference on Database Systems for Advanced Applications, DASFAA 2007, Proceedings. Springer Verlag, p. 727-739 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4443 LNCS).

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

  • Query 100%
  • XML 98%
  • Semantics 86%
  • XQuery 32%
  • Query Evaluation 28%
  3 Scopus citations

• A novel adversarial inference framework for video prediction with action control

  Hu, Z. & Wang, J., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 768-772 5 p. 9022246. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

  • Conformal mapping 100%
  • Image segmentation 68%
  • Computer vision 60%
  3 Scopus citations

• A Novel Bayesian Deep Learning Approach to the Downscaling of Wind Speed with Uncertainty Quantification

  Gerges, F., Boufadel, M. C., Bou-Zeid, E., Nassif, H. & Wang, J. T. L., 2022, Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Proceedings. Gama, J., Li, T., Yu, Y., Chen, E., Zheng, Y. & Teng, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 55-66 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13282 LNAI).

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

  • Wind Speed 100%
  • Bayesian Learning 92%
  • Uncertainty Quantification 83%
  • Deep learning 55%
  • Transformer 54%
  3 Scopus citations

• A Novel Deep Learning Approach to the Statistical Downscaling of Temperatures for Monitoring Climate Change

  Gerges, F., Boufadel, M. C., Bou-Zeid, E., Nassif, H. & Wang, J., Jan 15 2022, ICMLSC 2022 - Proceedings of the 2022 6th International Conference on Machine Learning and Soft Computing. Association for Computing Machinery, p. 1-7 7 p. (ACM International Conference Proceeding Series).

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

  • Climate change 100%
  • Deep learning 81%
  • Monitoring 51%
  • Temperature 36%
  • Watersheds 22%
  4 Scopus citations

• A novel fragile watermarking technique

  Shih, F. Y. & Wu, Y. T., Dec 1 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME). p. 875-878 4 p. (2004 IEEE International Conference on Multimedia and Expo (ICME); vol. 2).

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

  • Watermarking 100%
  • Vector quantization 33%
  • Genetic algorithms 20%
  • Embeddings (Algorithms) 17%
  7 Scopus citations

• A novel inheritable color space with application to kinship verification

  Liu, Q., Puthenputhussery, A. & Liu, C., May 23 2016, 2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016. Institute of Electrical and Electronics Engineers Inc., 7477667. (2016 IEEE Winter Conference on Applications of Computer Vision, WACV 2016).

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

  • Space applications 100%
  • Color 62%
  • Lighting 14%
  • Data acquisition 4%
  • Pixels 4%
  23 Scopus citations

• A novel locally linear KNN model for visual recognition

  Liu, Q. & Liu, C., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 1329-1337 9 p. 7298738. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

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

  • Classifiers 100%
  • Object recognition 29%
  • Face recognition 27%
  30 Scopus citations

• A novel under-sampling algorithm based on Iterative-Partitioning Filters for imbalanced classification

  Chen, X., Kang, Q., Zhou, M. & Wei, Z., Nov 14 2016, 2016 IEEE International Conference on Automation Science and Engineering, CASE 2016. IEEE Computer Society, p. 490-494 5 p. 7743445. (IEEE International Conference on Automation Science and Engineering; vol. 2016-November).

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

  • Classifiers 100%
  • Sampling 99%
  • Experiments 25%
  11 Scopus citations

• An Overlay File System for cloud-assisted mobile applications

  Shan, J., Paiker, N. R., Ding, X., Gehani, N., Curtmola, R. & Borcea, C., Jul 2 2016, 2016 32nd Symposium on Mass Storage Systems and Technologies, MSST 2016. IEEE Computer Society, 7897093. (IEEE Symposium on Mass Storage Systems and Technologies; vol. 0).

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

  • Mobile computing 100%
  • Transparency 40%
  • Experiments 14%
  2 Scopus citations

• Answering XML queries using materialized views revisited

  Wu, X., Theodoratos, D. & Wang, W. H., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 475-484 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Materialized Views 100%
  • Query 58%
  • Node 7%
  • Scalability 5%
  • Savings 4%
  24 Scopus citations

• A parallel MSF algorithm for planar graphs on a mesh and applications to image processing

  Nassimi, D., 1993, Proceedings of 7th International Parallel Processing Symposium, IPPS 1993. Institute of Electrical and Electronics Engineers Inc., p. 205-211 7 p. 262882. (Proceedings of 7th International Parallel Processing Symposium, IPPS 1993).

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

  • Spanning Forest 100%
  • Image Processing 77%
  • Planar graph 64%
  • Mesh 55%
  • Image processing 55%

• A partial-order based active cache for recommender systems

  Qasim, U., Oria, V., Wu, Y. F. B., Houle, M. E. & Özsu, M. T., 2009, RecSys'09 - Proceedings of the 3rd ACM Conference on Recommender Systems. p. 209-212 4 p. (RecSys'09 - Proceedings of the 3rd ACM Conference on Recommender Systems).

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

  • Recommender systems 100%
  • Costs 19%
  2 Scopus citations

• APLE: Addressing lock holder preemption problem with high efficiency

  Shan, J., Ding, X. & Gehani, N., Feb 1 2016, Proceedings - IEEE 7th International Conference on Cloud Computing Technology and Science, CloudCom 2015. Institute of Electrical and Electronics Engineers Inc., p. 242-249 8 p. 7396163. (Proceedings - IEEE 7th International Conference on Cloud Computing Technology and Science, CloudCom 2015).

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

  • Preemption 100%
  • High Efficiency 83%
  • Program processors 60%
  • High Performance 18%
  • Monitor 16%
  1 Scopus citations

• A power-efficient scheme for securing multicast in hierarchical sensor networks

  Tian, J., Wang, G., Yan, T. & Zhang, W., Nov 12 2009, 2009 Proceedings of 18th International Conference on Computer Communications and Networks, ICCCN 2009. 5235220

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

  • Sensor networks 100%
  • Wireless sensor networks 90%
  4 Scopus citations

• Application of hidden Markov models to gene prediction in DNA

  Yin, M. M. & Wang, J. T. L., Jan 1 1999, Proceedings - 1999 International Conference on Information Intelligence and Systems, ICIIS 1999. Institute of Electrical and Electronics Engineers Inc., p. 40-47 8 p. 810222. (Proceedings - 1999 International Conference on Information Intelligence and Systems, ICIIS 1999).

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

  • DNA 100%
  • Hidden Markov models 97%
  • Genes 92%
  8 Scopus citations

• Application of neural networks to biological data mining: A case study in protein sequence classification

  Wang, J. T. L., Ma, Q., Shasha, D. & Wu, C. H., 2000, Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Ramakrishnan, R., Stolfo, S., Bayardo, R., Parsa, I., Ramakrishnan, R., Stolfo, S., Bayardo, R. & Parsa, I. (eds.). p. 305-309 5 p. (Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Proteins 100%
  • Data mining 90%
  • Neural networks 66%
  • Classifiers 25%
  • RNA 21%
  55 Scopus citations

• Approximate searching in phylogenetic databases

  Herbert, K. G., Shan, H. & Wang, J., Dec 1 2001, Proceedings of the Atlantic Symposium on Computational Biology and Genome Information Systems and Technology, CBGIST 2001. Wu, C. H., Wang, P. P. & Wang, J. T. L. (eds.). p. 140-142 3 p. (Proceedings of the Atlantic Symposium on Computational Biology and Genome Information Systems and Technolgoy, CBGIST 2001).

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

  • Phylogeny 100%
  • Databases 42%
  • phylogeny 39%
  • methodology 18%
  • organisms 10%

• Approximating Connected Maximum Cuts via Local Search

  Schieber, B. & Vahidi, S., Sep 2023, 31st Annual European Symposium on Algorithms, ESA 2023. Li Gortz, I., Farach-Colton, M., Puglisi, S. J. & Herman, G. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 93. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 274).

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

  • Approximation algorithms 100%

• 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 quantitative analysis of power consumption for location-aware applications on smart phones

  Anand, A., Manikopoulos, C., Jones, Q. & Borcea, C., 2007, 2007 IEEE International Symposium on Industrial Electronics, ISIE 2007, Proceedings. p. 1986-1991 6 p. 4374912. (IEEE International Symposium on Industrial Electronics).

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

  • Electric power utilization 100%
  • Chemical analysis 88%
  • Mobile computing 57%
  • Social computing 50%
  • Ubiquitous computing 37%
  29 Scopus citations

• Architecture level prediction of software quality attributes

  Derbel, I., Jilani, L. L. & Mili, A., Nov 11 2013, ENASE 2013 - Proceedings of the 8th International Conference on Evaluation of Novel Approaches to Software Engineering. p. 15-24 10 p. (ENASE 2013 - Proceedings of the 8th International Conference on Evaluation of Novel Approaches to Software Engineering).

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

  • Software quality 100%
  • Software architecture 90%
  • Acoustic waves 22%
  • Availability 20%
  • Throughput 20%

• A refinement-based framework for computing loop behavior

  Mili, A., 2007, 31st Annual IEEE Software Engineering Workshop, SEW-31 2007 - Proceedings. p. 144-153 10 p. 4402773. (Proceedings - International Conference on Software Engineering).

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

  • Static analysis 100%
  • Availability 68%

• A robust high-capacity watermarking algorithm

  Wu, Y. T., Shih, F. Y. & Wu, Y. T., Dec 1 2006, 2006 IEEE International Conference on Electro Information Technology. p. 442-447 6 p. 4017739. (2006 IEEE International Conference on Electro Information Technology).

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

  • Watermarking 100%
  • Containers 55%
  • Pixels 44%
  • Additive noise 34%
  2 Scopus citations

• ARPP: An augmented reality 3D ping-pong game system on Android mobile platform

  Gao, X., Tian, J., Liang, X. & Wang, G., 2014, 2014 23rd Wireless and Optical Communication Conference, WOCC 2014. IEEE Computer Society, 6839917. (2014 23rd Wireless and Optical Communication Conference, WOCC 2014).

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

  • Augmented reality 100%
  • Smartphones 89%
  • Tennis 65%
  • Wi-Fi 52%
  • Mobile computing 40%
  7 Scopus citations

• 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 Semantic Definition of Faults and Its Implications

  Khaireddine, B., Zakharchenko, A. & Mili, A., Dec 2020, Proceedings - 2020 IEEE 20th International Conference on Software Quality, Reliability, and Security, QRS 2020. Institute of Electrical and Electronics Engineers Inc., p. 14-21 8 p. 9282775. (Proceedings - 2020 IEEE 20th International Conference on Software Quality, Reliability, and Security, QRS 2020).

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

  • Fault 100%
  • Semantics 73%
  • Software quality 49%
  • Quality assurance 45%
  • Fault tolerance 42%
  2 Scopus citations

• A semantic recognizer infrastructure for computing loop behavior

  Mili, A., Daly, T., Pleszkoch, M. & Prowell, S., 2007, Proceedings of the 40th Annual Hawaii International Conference on System Sciences 2007, HICSS'07. 4076943. (Proceedings of the Annual Hawaii International Conference on System Sciences).

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

  • Semantics 100%
  • Software engineering 29%
  3 Scopus citations

• A source-attractor approach to network detection of radiation sources

  Wu, C. Q., Berry, M. L., Grieme, K. M., Sen, S., Rao, N. S. V., Brooks, R. R. & Cordone, G., Jul 2 2016, 2016 IEEE lnternational Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016. Institute of Electrical and Electronics Engineers Inc., p. 394-399 6 p. 7849520. (IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems; vol. 0).

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

  • Radiation 100%
  • Detectors 49%
  • National security 19%
  • Sensors 16%
  • Magnets 16%
  2 Scopus citations

• Assessment for ontology-supported deep web search

  An, Y. J., Chun, S. A., Huang, K. C. & Geller, J., 2008, Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008. p. 382-388 7 p. 4785094. (Proceedings - 10th IEEE Joint Conference on E-Commerce Technology and the 5th Enterprise Computing, E-Commerce and E-Services, CEC 2008 and EEE 2008).

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

  • Deep Web 100%
  • Web Pages 65%
  • Ontology 54%
  • Websites 45%
  • Web Sites 27%
  5 Scopus citations

• Assume, Capture, Verify, Establish: Ingredients for Scalable Software Analysis

  Mohammadi, H., Ghardallou, W. & Mili, A., 2021, Proceedings - 2021 21st International Conference on Software Quality, Reliability and Security Companion, QRS-C 2021. Institute of Electrical and Electronics Engineers Inc., p. 415-424 10 p. (Proceedings - 2021 21st International Conference on Software Quality, Reliability and Security Companion, QRS-C 2021).

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

  • Specifications 100%
  • Engineers 81%
  • Students 57%
  • Software engineering 31%
  • Semantics 26%
  2 Scopus citations

• A statistical modeling method for road recognition in traffic video analytics

  Shi, H., Ghahremannezhadand, H. & Liu, C., Sep 23 2020, 11th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 97-102 6 p. 9237905. (11th IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2020 - Proceedings).

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

  • Modeling Method 100%
  • Statistical Modeling 91%
  • Traffic 84%
  • traffic 74%
  • Statistical method 73%
  6 Scopus citations

• A structural partition of the Unified Medical Language System's Semantic Network

  Chen, Z., Halper, M., Geller, J. & Perl, Y., Dec 1 2000, Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB. p. 296-301 6 p.

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

  • Semantics 100%
  • Terminology 40%
  3 Scopus citations

• A structure-based search engine for phylogenetic databases

  Shan, H., Herbert, K. G., Piel, W. H., Shasha, D. & Wang, J. T. L., 2002, Proceedings - 14th International Conference on Scientific and Statistical Database Management, SSDBM 2002. Kennedy, J. (ed.). IEEE Computer Society, p. 7-10 4 p. 1029699. (Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM; vol. 2002-January).

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

  • Search engines 100%
  • Phylogeny 70%
  15 Scopus citations

• A study of phylogenetic tools for genomic nomenclature data cleaning

  Marra, J. D., Herbert, K. G. & Wang, J., Aug 27 2007, ITiCSE 2007: 12th Annual Conference on Innovation and Technology in Computer Science Education - Inclusive Education in Computer Science. 1 p. (ITiCSE 2007: 12th Annual Conference on Innovation and Technology in Computer Science Education - Inclusive Education in Computer Science).

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

  • Terminology 100%
  • poster 96%
  • Cleaning 85%

• A Survey of Machine Narrative Reading Comprehension Assessments

  Sang, Y., Mou, X., Li, J., Stanton, J. & Yu, M., 2022, Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. De Raedt, L. & De Raedt, L. (eds.). International Joint Conferences on Artificial Intelligence, p. 5580-5587 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

• Asymptotic properties of kernel density estimators when applying importance sampling

  Nakayama, M. K., 2011, Proceedings of the 2011 Winter Simulation Conference, WSC 2011. p. 556-568 13 p. 6147785. (Proceedings - Winter Simulation Conference).

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

  • Importance sampling 100%
  • Kernel Density Estimator 97%
  • Importance Sampling 88%
  • Asymptotic Properties 66%
  • Kernel Estimator 44%
  7 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

• A tool for tree pattern matching

  Wang, J. T. L., Zhang, K., Jeong, K. & Shasha, D., Jan 1 1992, Third Int Conf Tools Artif Intell. Publ by IEEE, p. 436-444 9 p. (Third Int Conf Tools Artif Intell).

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

  • Pattern matching 100%
  • Query languages 49%
  5 Scopus citations

• A Transformer-Based Framework for Geomagnetic Activity Prediction

  Abduallah, Y., Wang, J. T. L., Xu, C. & Wang, H., 2022, Foundations of Intelligent Systems - 26th International Symposium, ISMIS 2022, Proceedings. Ceci, M., Flesca, S., Masciari, E., Manco, G., Raś, Z. W. & Raś, Z. W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-335 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13515 LNAI).

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

  • Transformer 100%
  • Prediction 60%
  • Uncertainty 47%
  • Framework 43%
  • Model Uncertainty 40%
  1 Scopus citations

• ATreeGrep: Approximate searching in unordered trees

  Shasha, D., Wang, J. T. L., Shan, H. & Zhang, K., 2002, Proceedings - 14th International Conference on Scientific and Statistical Database Management, SSDBM 2002. Kennedy, J. (ed.). IEEE Computer Society, p. 89-98 10 p. 1029709. (Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM; vol. 2002-January).

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

  • Nearest neighbor search 100%
  • XML 73%
  • Labels 64%
  37 Scopus citations

• Attribute Propagation Enhanced Community Detection Model for Bitcoin De-anonymizing

  Wang, J., Xie, X., Fang, Y., Lu, Y., Li, T. & Wang, G., 2020, Machine Learning for Cyber Security - Third International Conference, ML4CS 2020, Proceedings. Chen, X., Yan, H., Yan, Q. & Zhang, X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 607-622 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12486 LNCS).

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

  • Community Detection 100%
  • Bitcoin 91%
  • Transactions 82%
  • Attribute 63%
  • Propagation 59%
  1 Scopus citations

• A Tutorial on Quantile Estimation via Monte Carlo

  Dong, H. & Nakayama, M. K., 2020, Monte Carlo and Quasi-Monte Carlo Methods, MCQMC 2018. Tuffin, B. & L’Ecuyer, P. (eds.). Springer, p. 3-30 28 p. (Springer Proceedings in Mathematics and Statistics; vol. 324).

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

  • Quantile Estimation 100%
  • Quantile 73%
  • Value at Risk 16%
  • Variance Reduction 15%
  • Estimator 14%
  4 Scopus citations

• A two-scan algorithm and architecture to a root for morphological filters

  Shih, F. Y., King, C. T. & Pu, C. C., Jan 1 1990, Conference Proceedings - Annual Phoenix Conference. Publ by IEEE, p. 78-84 7 p. (Conference Proceedings - Annual Phoenix Conference).

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

  • Backpropagation 100%
  • Systolic arrays 45%
  • Computer programming 37%
  • Data storage equipment 21%
  5 Scopus citations

• Auditable Compressed Storage

  Leontiadis, I. & Curtmola, R., 2019, Information Security - 22nd International Conference, ISC 2019, Proceedings. Lin, Z., Papamanthou, C. & Polychronakis, M. (eds.). Springer Verlag, p. 67-86 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11723 LNCS).

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

  • Data Integrity 100%
  • Outsourcing 74%
  • Compression 42%
  • Cloud Model 20%
  • Run-length Encoding 18%

• Auditing of SNOMED CT's Hierarchical Structure using the National Drug File - Reference Terminology

  Zakharchenko, A. & Geller, J., Jan 1 2015, Digital Healthcare Empowering Europeans - Proceedings of MIE 2015. Cornet, R., Stoicu-Tivadar, L., Cornet, R., Parra Calderon, C. L., Andersen, S. K., Horbst, A. & Hercigonja-Szekeres, M. (eds.). IOS Press, p. 130-134 5 p. (Studies in Health Technology and Informatics; vol. 210).

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

  • Systematized Nomenclature of Medicine 100%
  • Terminology 68%
  • Pharmaceutical Preparations 26%
  • Clinical Decision Support Systems 16%
  • Medical Informatics 15%
  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

• A unified model for the two-stage offline-then-online resource allocation

  Xu, Y., Xu, P., Pan, J. & Tao, J., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (ed.). International Joint Conferences on Artificial Intelligence, p. 4206-4212 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2021-January).

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

  • Resource allocation 100%
  • Linear programming 65%
  • Crowdsourcing 27%
  • Decision making 17%
  • Internet 16%
  2 Scopus citations

• A Unified View on Graph Neural Networks as Graph Signal Denoising

  Ma, Y., Liu, X., Zhao, T., Liu, Y., Tang, J. & Shah, N., Oct 26 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1202-1211 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Neural Networks 100%
  • Graph 79%
  • Network Model 22%
  • Node 7%
  • Experiment 4%
  30 Scopus citations