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Mei-Ling Shyu - Publications

Affiliations: 
2022 Electrical and Computer Engineering University of Miami, Coral Gables, FL 
 2022- Electrical and Computer Engineering University of Missouri-Kansas City, Kansas City, MO, United States 
Area:
Electronics and Electrical Engineering, Computer Science
Website:
https://sse.umkc.edu/profiles/shyu-mei-ling.html
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85 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zhang C, Jin D, Xiao X, Chen G, Shyu M. A Novel Collaborative Optimization Framework for Web Video Event Mining Based on the Combination of Inaccurate Visual Similarity Detection Information and Sparse Textual Information Ieee Access. 8: 10516-10527. DOI: 10.1109/Access.2020.2964714  0.464
2020 Tian H, Chen S, Shyu M. Evolutionary Programming Based Deep Learning Feature Selection and Network Construction for Visual Data Classification Information Systems Frontiers. 1-14. DOI: 10.1007/S10796-020-10023-6  0.363
2019 Yang X, Shyu M, Yu H, Sun S, Yin N, Chen W. Integrating Image and Textual Information in Human–Robot Interactions for Children With Autism Spectrum Disorder Ieee Transactions On Multimedia. 21: 746-759. DOI: 10.1109/Tmm.2018.2865828  0.354
2018 Sadiq S, Shyu M, Feaster DJ. Counterfactual Autoencoder for Unsupervised Semantic Learning International Journal of Multimedia Data Engineering and Management. 9: 1-20. DOI: 10.4018/Ijmdem.2018100101  0.402
2018 Yan Y, Chen J, Shyu M. Efficient Large-Scale Stance Detection in Tweets International Journal of Multimedia Data Engineering and Management. 9: 1-16. DOI: 10.4018/Ijmdem.2018070101  0.348
2018 Pouyanfar S, Yang Y, Chen S, Shyu M, Iyengar SS. Multimedia Big Data Analytics Acm Computing Surveys. 51: 1-34. DOI: 10.1145/3150226  0.329
2018 Yang Y, Pouyanfar S, Tian H, Chen M, Chen S, Shyu M. IF-MCA: Importance Factor-Based Multiple Correspondence Analysis for Multimedia Data Analytics Ieee Transactions On Multimedia. 20: 1024-1032. DOI: 10.1109/Tmm.2017.2760623  0.442
2018 Pouyanfar S, Tao Y, Tian H, Chen S, Shyu M. Multimodal deep learning based on multiple correspondence analysis for disaster management World Wide Web. 22: 1893-1911. DOI: 10.1007/S11280-018-0636-4  0.426
2018 Tian H, Tao Y, Pouyanfar S, Chen S, Shyu M. Multimodal deep representation learning for video classification World Wide Web. 22: 1325-1341. DOI: 10.1007/S11280-018-0548-3  0.434
2017 Yan Y, Chen M, Sadiq S, Shyu M. Efficient Imbalanced Multimedia Concept Retrieval by Deep Learning on Spark Clusters International Journal of Multimedia Data Engineering and Management. 8: 1-20. DOI: 10.4018/Ijmdem.2017010101  0.374
2017 Yan Y, Shyu M. Correlation-Assisted Imbalance Multimedia Concept Mining and Retrieval International Journal of Semantic Computing. 11: 209-227. DOI: 10.1142/S1793351X17400098  0.457
2016 Yan Y, Shyu M, Zhu Q. Supporting Semantic Concept Retrieval with Negative Correlations in a Multimedia Big Data Mining System International Journal of Semantic Computing. 10: 247-267. DOI: 10.1142/S1793351X16400092  0.561
2016 Zhang C, Liu D, Wu X, Zhao G, Shyu ML, Peng Q. Near-Duplicate Segments based news web video event mining Signal Processing. 120: 26-35. DOI: 10.1016/J.Sigpro.2015.08.002  0.625
2016 Chen C, Shyu ML, Chen SC. Weighted subspace modeling for semantic concept retrieval using gaussian mixture models Information Systems Frontiers. 1-13. DOI: 10.1007/S10796-016-9660-Z  0.468
2015 Liu D, Yan Y, Shyu M, Zhao G, Chen M. Spatio-Temporal Analysis for Human Action Detection and Recognition in Uncontrolled Environments International Journal of Multimedia Data Engineering and Management. 6: 1-18. DOI: 10.4018/Ijmdem.2015010101  0.589
2015 Zhang C, Wu X, Shyu ML, Peng Q. Integration of Visual Temporal Information and Textual Distribution Information for News Web Video Event Mining Ieee Transactions On Human-Machine Systems. DOI: 10.1109/Thms.2015.2489681  0.439
2015 Zhu Q, Shyu ML. Sparse Linear Integration of Content and Context Modalities for Semantic Concept Retrieval Ieee Transactions On Emerging Topics in Computing. 3: 152-160. DOI: 10.1109/Tetc.2014.2384992  0.591
2015 Tian Y, Chen S, Shyu M, Huang T, Sheu P, Bimbo AD. Multimedia Big Data Ieee Multimedia. 22: 93-95. DOI: 10.1109/Mmul.2015.61  0.359
2015 Ha HY, Chen SC, Shyu ML. Utilizing Indirect Associations in Multimedia Semantic Retrieval Proceedings - 2015 Ieee International Conference On Multimedia Big Data, Bigmm 2015. 72-79. DOI: 10.1109/BigMM.2015.89  0.357
2015 Yang Y, Chen SC, Shyu ML. Temporal Multiple Correspondence Analysis for Big Data Mining in Soccer Videos Proceedings - 2015 Ieee International Conference On Multimedia Big Data, Bigmm 2015. 64-71. DOI: 10.1109/BigMM.2015.88  0.331
2015 Mejia F, Shyu ML, Nanni A. Data quality enhancement and knowledge discovery from relevant signals in acoustic emission Mechanical Systems and Signal Processing. 62: 381-394. DOI: 10.1016/J.Ymssp.2015.02.017  0.33
2014 Huang Z, Shyu ML, Tien JM, Vigoda MM, Birnbach DJ. Knowledge-assisted sequential pattern analysis with heuristic parameter tuning for labor contraction prediction. Ieee Journal of Biomedical and Health Informatics. 18: 492-9. PMID 24058036 DOI: 10.1109/Jbhi.2013.2281974  0.756
2014 Zhu Q, Shyu M, Wang H. VideoTopic International Journal of Multimedia Data Engineering and Management. 5: 1-21. DOI: 10.4018/Ijmdem.2014100101  0.563
2014 Meng T, Shyu M. Multi-layer Model Collaboration for Bioimage Temporal Stage Classification International Journal of Semantic Computing. 8: 123-144. DOI: 10.1142/S1793351X14400017  0.379
2014 Meng T, Shyu ML. Concept-concept association information integration and multi-model collaboration for multimedia semantic concept detection Information Systems Frontiers. 16: 787-799. DOI: 10.1007/S10796-013-9427-8  0.436
2013 Huang Z, Shyu ML, Tien JM, Vigoda MM, Birnbach DJ. Prediction of uterine contractions using knowledge-assisted sequential pattern analysis. Ieee Transactions On Bio-Medical Engineering. 60: 1290-7. PMID 23232363 DOI: 10.1109/Tbme.2012.2232666  0.733
2013 Lin L, Shyu M, Chen S. Rule-Based Semantic Concept Classification from Large-Scale Video Collections International Journal of Multimedia Data Engineering and Management. 4: 46-67. DOI: 10.4018/Jmdem.2013010103  0.495
2013 Zhu Q, Lin L, Shyu ML, Liu D. Utilizing context information to enhance content-based image classification Multimedia Data Engineering Applications and Processing. 114-130. DOI: 10.4018/Jmdem.2011070103  0.67
2013 Chen C, Zhu Q, Lin L, Shyu M. Web media semantic concept retrieval via tag removal and model fusion Acm Transactions On Intelligent Systems and Technology. 4: 1-22. DOI: 10.1145/2508037.2508042  0.603
2013 LIU D, SHYU M. SEMANTIC MOTION CONCEPT RETRIEVAL IN NON-STATIC BACKGROUND UTILIZING SPATIAL-TEMPORAL VISUAL INFORMATION International Journal of Semantic Computing. 7: 43-67. DOI: 10.1142/S1793351X13400035  0.552
2013 Zhu Q, Shyu ML, Wang H. VideoTopic: Content-based video recommendation using a topic model Proceedings - 2013 Ieee International Symposium On Multimedia, Ism 2013. 219-222. DOI: 10.1109/ISM.2013.41  0.308
2013 Zhang C, Wu X, Shyu M, Peng Q. A Novel Web Video Event Mining Framework with the Integration of Correlation and Co-Occurrence Information Journal of Computer Science and Technology. 28: 788-796. DOI: 10.1007/S11390-013-1377-6  0.473
2012 Lin L, Shyu ML, Chen SC. Association rule mining with a correlation-based interestingness measure for video semantic concept detection International Journal of Information and Decision Sciences. 4: 199-216. DOI: 10.1504/Ijids.2012.047073  0.437
2012 Zhu Q, Lin L, Shyu ML. Correlation maximisation-based discretisation for supervised classification International Journal of Business Intelligence and Data Mining. 7: 40-59. DOI: 10.1504/Ijbidm.2012.048727  0.532
2012 CHEN C, LIN L, SHYU M. RE-RANKING ALGORITHM FOR MULTIMEDIA RETRIEVAL VIA UTILIZATION OF INCLUSIVE AND EXCLUSIVE RELATIONSHIPS BETWEEN SEMANTIC CONCEPTS International Journal of Semantic Computing. 6: 135-154. DOI: 10.1142/S1793351X12400053  0.436
2012 Meng T, Shyu ML. Model-driven collaboration and information integration for enhancing video semantic concept detection Proceedings of the 2012 Ieee 13th International Conference On Information Reuse and Integration, Iri 2012. 144-151. DOI: 10.1109/IRI.2012.6303003  0.344
2012 Huang Z, Shyu ML, Tien JM. Multi-model integration for long-term time series prediction Proceedings of the 2012 Ieee 13th International Conference On Information Reuse and Integration, Iri 2012. 116-123. DOI: 10.1109/IRI.2012.6302999  0.688
2012 Huang Z, Shyu ML, Tien JM, Birnbach DJ, Vigoda MM. Labor contraction prediction via demographic and obstetrical information analysis Proceedings - 2012 Ieee International Conference On Bioinformatics and Biomedicine, Bibm 2012. 300-305. DOI: 10.1109/BIBM.2012.6392687  0.747
2012 Huang Z, Shyu ML. Long-term time series prediction using k-NN based LS-SVM framework with multi-value integration Recent Trends in Information Reuse and Integration. 191-209. DOI: 10.1007/978-3-7091-0738-6_9  0.515
2011 Chen C, Shyu ML, Chen SC. Data management support via spectrum perturbation-based subspace classification in collaborative environments Coliaboratecom 2011 - Proceedings of the 7th International Conference On Collaborative Computing: Networking, Applications and Worksharing. 67-76. DOI: 10.4108/icst.collaboratecom.2011.247202  0.352
2011 Shyu M, Lin L, Meng T. Multimodal Information Integration and Fusion for Histology Image Classification International Journal of Multimedia Data Engineering and Management. 2: 54-70. DOI: 10.4018/Jmdem.2011040104  0.348
2011 Luo H, Shyu ML. Quality of service provision in mobile multimedia - a survey Human-Centric Computing and Information Sciences. 1: 1-15. DOI: 10.1186/2192-1962-1-5  0.535
2011 SHYU M, CHEN C, CHEN S. MULTI-CLASS CLASSIFICATION VIA SUBSPACE MODELING International Journal of Semantic Computing. 5: 55-78. DOI: 10.1142/S1793351X1100116X  0.344
2011 Kaya M, Joshi JBD, Shyu ML. Guest editorial - Introduction to the special issue on information reuse and integration Journal of Information and Knowledge Management. 10. DOI: 10.1142/S0219649211003000  0.311
2011 Liu D, Shyu M, Chen C, Chen S. Within and Between Shot Information Utilisation in Video Key Frame Extraction Journal of Information & Knowledge Management. 10: 247-259. DOI: 10.1142/S0219649211002961  0.588
2011 Lin L, Chen C, Shyu M, Chen S. Weighted Subspace Filtering and Ranking Algorithms for Video Concept Retrieval Ieee Multimedia. 18: 32-43. DOI: 10.1109/Mmul.2011.35  0.427
2011 Chen C, Lin L, Shyu ML. Utilization of co-occurrence relationships between semantic concepts in re-ranking for information retrieval Proceedings - 2011 Ieee Internationalsymposium On Multimedia, Ism 2011. 53-60. DOI: 10.1109/ISM.2011.18  0.335
2010 Lin L, Shyu M. Weighted Association Rule Mining for Video Semantic Detection International Journal of Multimedia Data Engineering and Management. 1: 37-54. DOI: 10.4018/Jmdem.2010111203  0.45
2010 Lin L, Shyu M. Correlation-Based Ranking for Large-Scale Video Concept Retrieval International Journal of Multimedia Data Engineering and Management. 1: 60-74. DOI: 10.4018/Jmdem.2010100105  0.441
2010 Huang Z, Shyu ML. K-NN based LS-SVM framework for long-term time series prediction 2010 Ieee International Conference On Information Reuse and Integration, Iri 2010. 69-74. DOI: 10.1109/IRI.2010.5558963  0.542
2009 LIN L, SHYU M. EFFECTIVE AND EFFICIENT VIDEO HIGH-LEVEL SEMANTIC RETRIEVAL USING ASSOCIATIONS AND CORRELATIONS International Journal of Semantic Computing. 3: 421-444. DOI: 10.1142/S1793351X09000860  0.444
2009 Hanjalic A, Li Y, Shyu ML, Zhang L. On emerging techniques for multimedia content sharing, search and understanding Journal of Visual Communication and Image Representation. 20: 69-70. DOI: 10.1016/J.Jvcir.2009.02.001  0.312
2009 Shyu M, Cao Y, Kong J, Li M, Lux M, Bao J. Introduction to the special issue on “data semantics for multimedia systems” Multimedia Tools and Applications. 46: 147-154. DOI: 10.1007/S11042-009-0418-1  0.311
2009 Shyu ML, Huang Z, Luo H. Efficient mining and detection of sequential intrusion patterns for network intrusion detection systems Machine Learning in Cyber Trust: Security, Privacy, and Reliability. 133-154. DOI: 10.1007/978-0-387-88735-7_6  0.523
2008 Shyu M, Xie Z, Chen M, Chen S. Video Semantic Event/Concept Detection Using a Subspace-Based Multimedia Data Mining Framework Ieee Transactions On Multimedia. 10: 252-259. DOI: 10.1109/Tmm.2007.911830  0.451
2008 Lin L, Ravitz G, Shyu ML, Chen SC. Correlation-based video semantic concept detection using multiple correspondence analysis Proceedings - 10th Ieee International Symposium On Multimedia, Ism 2008. 316-321. DOI: 10.1109/ISM.2008.111  0.307
2008 Chen SC, Shyu ML, Chen M. An effective multi-concept classifier for video streams Proceedings - Ieee International Conference On Semantic Computing 2008, Icsc 2008. 80-87. DOI: 10.1109/ICSC.2008.72  0.351
2008 Luo H, Shyu ML, Chen SC. Video streaming over the internet with optimal bandwidth resource allocation Multimedia Tools and Applications. 40: 111-134. DOI: 10.1007/S11042-007-0187-7  0.584
2007 Shyu M, Quirino T, Xie Z, Chen S, Chang L. Network intrusion detection through Adaptive Sub-Eigenspace Modeling in multiagent systems Acm Transactions On Autonomous and Adaptive Systems. 2: 9. DOI: 10.1145/1278460.1278463  0.343
2007 CHEN S, ZHAO N, SHYU M. MODELING SEMANTIC CONCEPTS AND USER PREFERENCES IN CONTENT-BASED VIDEO RETRIEVAL International Journal of Semantic Computing. 1: 377-402. DOI: 10.1142/S1793351X07000159  0.468
2007 SHYU M, CHEN S, SUN Q, YU H. OVERVIEW AND FUTURE TRENDS OF MULTIMEDIA RESEARCH FOR CONTENT ACCESS AND DISTRIBUTION International Journal of Semantic Computing. 1: 29-66. DOI: 10.1142/S1793351X07000044  0.354
2007 Chen M, Chen SC, Shyu ML. Hierarchical temporal association mining for video event detection in video databases Proceedings - International Conference On Data Engineering. 137-145. DOI: 10.1109/ICDEW.2007.4400983  0.329
2006 Chen SC, Shyu ML, Zhang C, Chen M. A multimodal data mining framework for soccer goal detection based on decision tree logic International Journal of Computer Applications in Technology. 27: 312. DOI: 10.1504/Ijcat.2006.012001  0.392
2006 Haruechaiyasak C, Shyu ML, Chen SC. A web-page recommender system via a data mining framework and the Semantic Web concept International Journal of Computer Applications in Technology. 27: 298-311. DOI: 10.1504/Ijcat.2006.012000  0.726
2006 Chen M, Chen SC, Shyu ML, Wickramaratna K. Semantic event detection via multimodal data mining Ieee Signal Processing Magazine. 23: 38-46. DOI: 10.1109/Msp.2006.1621447  0.384
2006 Shyu ML, Chen SC. Introduction to the special issue on multimedia databases Information Systems. 31: 636-637. DOI: 10.1016/J.Is.2005.12.002  0.314
2006 Luo H, Shyu ML, Chen SC. An optimal resource utilization scheme with end-to-end congestion control for continuous media stream transmission Computer Networks. 50: 921-937. DOI: 10.1016/J.Comnet.2005.06.005  0.553
2006 Shyu M, Chen S, Chen M, Zhang C, Sarinnapakorn K. Capturing high-level image concepts via affinity relationships in image database retrieval Multimedia Tools and Applications. 32: 73-92. DOI: 10.1007/S11042-006-0059-6  0.356
2006 Shyu M, Chen S, Chen M, Zhang C, Shu C. Probabilistic semantic network-based image retrieval using MMM and relevance feedback Multimedia Tools and Applications. 30: 131-147. DOI: 10.1007/S11042-006-0023-5  0.411
2006 Shyu ML, Haruechaiyasak C, Chen SC. Mining user access patterns with traversal constraint for predicting web page requests Knowledge and Information Systems. 10: 515-528. DOI: 10.1007/S10115-006-0004-Z  0.726
2005 Shyu ML, Haruechaiyasak C, Chen SC, Zhao N. Collaborative filtering by mining association rules from user access sequences Proceedings - International Workshop On Challenges in Web Information Retrieval and Integration, Wiri'05. 2005: 128-133. DOI: 10.1109/WIRI.2005.14  0.705
2005 Chen SC, Shyu MU, Peeta S, Zhang C. Spatiotemporal vehicle tracking: The use of unsupervised learning-based segmentation and object tracking Ieee Robotics and Automation Magazine. 12: 50-58. DOI: 10.1109/Mra.2005.1411419  0.336
2005 Chen SC, Shyu ML, Gray I, Luo H. An adaptive rate-control streaming mechanism with optimal buffer utilization Journal of Systems and Software. 75: 271-282. DOI: 10.1016/J.Jss.2003.10.031  0.556
2004 Haruechaiyasak C, Shyu ML, Chen SC. A data mining framework for building a Web-page recommender system Proceedings of the 2004 Ieee International Conference On Information Reuse and Integration, Iri-2004. 357-362.  0.683
2003 Chen S, Li S, Shyu M. Model-Based System Development for Asynchronous Distance Learning International Journal of Distance Education Technologies. 1: 39-54. DOI: 10.4018/Jdet.2003100103  0.312
2003 Chen S, Shyu M, Peeta S, Zhang C. Learning-based spatio-temporal vehicle tracking and indexing for transportation multimedia database systems Ieee Transactions On Intelligent Transportation Systems. 4: 154-167. DOI: 10.1109/Tits.2003.821290  0.405
2003 Shyu ML, Haruechaiyasak C, Chen SC. Category cluster discovery from distributed WWW directories Information Sciences. 155: 181-197. DOI: 10.1016/S0020-0255(03)00169-5  0.684
2002 HARUECHAIYASAK C, SHYU M, CHEN S. IDENTIFYING TOPICS FOR WEB DOCUMENTS THROUGH FUZZY ASSOCIATION LEARNING International Journal of Computational Intelligence and Applications. 2: 277-285. DOI: 10.1142/S1469026802000609  0.717
2002 Haruechaiyasak C, Shyu ML, Chen SC, Li X. Web document classification based on fuzzy association Proceedings - Ieee Computer Society's International Computer Software and Applications Conference. 487-492. DOI: 10.1109/CMPSAC.2002.1045052  0.679
2002 Chen SC, Shyu ML, Zhang C, Strickrott J. A multimedia data mining framework: Mining information from traffic video sequences Journal of Intelligent Information Systems. 19: 61-77. DOI: 10.1023/A:1015564420544  0.315
2001 CHEN S, SHYU M, ZHANG C, KASHYAP RL. IDENTIFYING OVERLAPPED OBJECTS FOR VIDEO INDEXING AND MODELING IN MULTIMEDIA DATABASE SYSTEMS International Journal On Artificial Intelligence Tools. 10: 715-734. DOI: 10.1142/S0218213001000738  0.372
2001 Shyu M, Chen S, Kashyap RL. Generalized Affinity-Based Association Rule Mining for Multimedia Database Queries Knowledge and Information Systems. 3: 319-337. DOI: 10.1007/Pl00011671  0.434
2001 Shyu ML, Chen SC, Haruechaiyasak C. Mining user access behavior on the WWW Proceedings of the Ieee International Conference On Systems, Man and Cybernetics. 3: 1717-1722.  0.674
2000 Shyu ML, Chen SC, Kashyap RL. A probabilistic-based mechanism for video database management systems Ieee International Conference On Multi-Media and Expo. 467-470.  0.32
1999 Chen S, Sista S, Shyu M, Kashyap RL. Indexing and searching structure for multimedia database systems Storage and Retrieval For Image and Video Databases. 3972: 262-270. DOI: 10.1117/12.373557  0.418
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