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publications:journal2 2018/12/15 22:36 — current
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-===== Journals and Refereed Book Chapters ===== 
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-  * <color black/aqua >SE</color> = Software Engineering 
-  * <color black/yellow>DS</color> = Distributed System, Networking, Web services 
-  * <color black/lime >MM</color> = Multimedia 
-  * <color black/fuchsia>ML</color> =  Machine Learning 
- 
-^ <fs 0.8em>Year</fs> ^<color black/aqua >SE</color>^<color black/yellow>DS</color>^<color black/lime >MM</color>^<color black/fuchsia>ML</color>^<fs 0.8em>Total</fs>^ 
-| <fs 0.8em>**[[#year2018|2018]]**</fs>|<fs 0.8em>  </fs>|<fs 0.8em>[[#pjhe_tdsc18|TDSC(2)]], [[#jwzhou_tsc18|TSC]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#hyzhang_snam18|SNAM]] </fs>|<fs 0.8em> 4 </fs>| 
-| <fs 0.8em>**[[#year2017|2017]]**</fs>|<fs 0.8em> [[#hbwang_tse17|TSE]], [[#ghtao_tr17|TR]] </fs>|<fs 0.8em> [[#tpds2017|TPDS]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#slzhao_npl17|NPL]] </fs>|<fs 0.8em> 4 </fs>| 
-| <fs 0.8em>**[[#year2016|2016]]**</fs>|<fs 0.8em> [[#hxu_sp16|SP]] </fs>|<fs 0.8em>[[#tr2016|TR]], [[#tweb2016|TWeb]], [[#tcc2016|TCC]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#ccheng_tist16|TIST]] </fs>|<fs 0.8em> 5 </fs>| 
-| <fs 0.8em>**[[#year2015|2015]]**</fs>|<fs 0.8em> </fs>|<fs 0.8em>[[#tc2015|TC]], [[#scis2015|SCIS]], [[#tsc2015|TSC(3)]]</fs>|<fs 0.8em> </fs>|<fs 0.8em>[[#kais2015|KAIS(2)]], [[#tkde2015|TKDE]], [[#jbhi2015|JBHI]], [[#nn2015|NN(2)]]</fs>|<fs 0.8em> 11 </fs>| 
-| <fs 0.8em>**[[#year2014|2014]]**</fs>|<fs 0.8em> [[#tr2014|TR]]</fs>|<fs 0.8em>[[#kais2014|KAIS(2)]], [[#tsc2014|TSC(2)]], [[#tpds2014|TPDS]], [[#tsmc2014|TSMCA]], [[#ijwgs2014|IJWGS]], [[#wsfoundation2014|Chapter]], [[#ejwcn2014|EJWCN]]</fs>|<fs 0.8em> </fs>|<fs 0.8em>[[#esnam2014|ESNAM]]</fs>|<fs 0.8em> 11 </fs>| 
-| <fs 0.8em>**[[#year2013|2013]]**</fs>|<fs 0.8em> [[#tosem2013|TOSEM]] </fs>|<fs 0.8em>[[#tpds2013|TPDS(2)]], [[#jnca2013|JNCA]], [[#tsc2013|TSC(2)]], [[#fcs2013|FCS]]</fs>|<fs 0.8em> </fs>|<fs 0.8em>[[#tkdd2013|TKDD]]</fs>|<fs 0.8em> 8 </fs>| 
-| <fs 0.8em>**[[#year2012|2012]]**</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#ijwgs2012|IJWGS]], [[#tsc2012|TSC]], [[#scichina2012|ScienceChina]]</fs>|<fs 0.8em> </fs>|<fs 0.8em>[[#tsmcb2012|TSMCB]], [[#tkde2012|TKDE]], [[#kais2012|KAIS]] </fs>|<fs 0.8em> 6 </fs>| 
-| <fs 0.8em>**[[#year2011|2011]]**</fs>|<fs 0.8em>[[#tr2011|TR]]  </fs>|<fs 0.8em> [[#ijdsn2011|IJDSN]], [[#tsc2011|TSC]] </fs>|<fs 0.8em> [[#tomc2011|TOMC]] </fs>|<fs 0.8em> [[#tnn2011|TNN]], [[#tois2011| TOIS]], [[#tist2011|TIST]] </fs>|<fs 0.8em> 7</fs>| 
-| <fs 0.8em>**[[#year2010|2010]]**</fs>|<fs 0.8em>  </fs>|<fs 0.8em> [[#jwsr2010|JWSR]], [[#emse2010|EMSE]]\\ 
-[[#adhot2010|ADHOTNETWORKS]]</fs>|<fs 0.8em>[[#tmm2010|TMM]] </fs>|<fs 0.8em> [[#tnn2010|TNN]]</fs>|<fs 0.8em> 5 </fs>| 
-| <fs 0.8em>**[[#year2009|2009]]**</fs>|<fs 0.8em> [[#stvr20091|STVR]] </fs>|<fs 0.8em> [[#monet20093|MONET]],[[#tvt2009|TVT]]</fs>|<fs 0.8em> [[#tkds20091|TKDE]],[[#tois20085|TOIS]],[[#tpami20092|TPAMI]]</fs>|<fs 0.8em> [[#neuralcomputation20094|NEURALCOMPUTATION]],\\ 
-[[#tosmc2009|TOSMC]],[[#neuralnetworks2009|NEURALNETWORKS]], [[#neuocomputing20090|NEUOCOMPUTING]]</fs>|<fs 0.8em> 10</fs>| 
-| <fs 0.8em>**[[#year2008|2008]]**</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#ijwmc200810|IJWMC]]</fs>|<fs 0.8em> [[#tsmc20086|TSMC]],[[#tmm20087|TMM]],\\ [[#tmm20089|TMM]]</fs>|<fs 0.8em>  [[#patternrecognition20088|PATTERNRECOGNITION]],[[#tnn200811|TNN]]</fs>|<fs 0.8em> 6</fs>| 
-| <fs 0.8em>**[[#year2007|2007]]**</fs>|<fs 0.8em> [[#tr200715|TR]]</fs>|<fs 0.8em> [[#comcom200714|COMCOM]]</fs>|<fs 0.8em> \\ [[#patternrecognition200716|PATTERNRECOGNITION]]</fs>|<fs 0.8em> [[#ijprai200712|IJPRAI]],[[#jasist200713|JASIST]],\\ [[#amc200717|AMC]],[[#amc200718|AMC]],[[#ijwmip200719|IJWMIP]],[[#bnt2007|BNT]],[[#aeb2007|AEB]]</fs>|<fs 0.8em> 10</fs>| 
-| <fs 0.8em>**[[#year2006|2006]]**</fs>|<fs 0.8em> [[#tr200628|TR]],[[#senotes06|SENOTES]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#tkde200626|TKDE]],[[#mmsj200627|MMSJ]],[[#tsmc200629|TSMC]]</fs>|<fs 0.8em> [[#tsmc200620|TSMC]],\\ [[#neurocomputing200621|NEUROCOMPUTING]],\\ [[#febsletters200622|FEBSLETTERS]],\\ 
-[[#ppletter200623|PPLETTER]],\\ [[#neurocomputing2006200624|NEUROCOMPUTING2006]],\\ 
-[[#tbe200625|TBE]][[#ijprai2006|IJPRAI]],[[#timc2006|TIMC]]</fs>|<fs 0.8em> 13</fs>| 
-| <fs 0.8em>**[[#year2005|2005]]**</fs>|<fs 0.8em> [[#tr200530|TR]],[[#tr200531|TR]],[[#tse200533|TSE]],[[#tccs200534|TCCS]],\\ [[#jss200538|JSS]]</fs>|<fs 0.8em> [[#tr200535|TR]]</fs>|<fs 0.8em> [[#tcsvt200532|TCSVT]],\\ [[#patternrecognition200536|PATTERNRECOGNITION]],\\ [[#tsmc200539|TSMC]],[[#tcsvt200541|TCSVT]]</fs>|<fs 0.8em> [[#springer200537|SPRINGER]]</fs>|<fs 0.8em> 11</fs>| 
-| <fs 0.8em>**[[#year2004|2004]]**</fs>|<fs 0.8em> [[#intelligent 200445|INTELLIGENT ]],\\ [[#sqj200446|SQJ]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> \\ [[#ideag200440|IDEAG]], [[#patternrecognition200447|PATTERNRECOGNITION]]</fs>|<fs 0.8em> [[#nip200442|NIP]],[[#tpami200443|TPAMI]],[[#jmlr200444|JMLR]],\\ [[#neurocomputing200448|NEUROCOMPUTING]]</fs>|<fs 0.8em> 8 </fs>| 
-| <fs 0.8em>**[[#year2003|2003]]**</fs>|<fs 0.8em> [[#tse200349|TSE]] </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 1</fs>| 
-| <fs 0.8em>**[[#year2002|2002]]**</fs>|<fs 0.8em> [[#ijseke200252|IJSEKE]],[[#tr200253|TR]],[[#ese200255|ESE]]</fs>|<fs 0.8em> [[#comnet200251|COMNET]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#tsmc200250|TSMC]],[[#tnn200254|TNN]]</fs>|<fs 0.8em> 6</fs>| 
-| <fs 0.8em>**[[#year2001|2001]]**</fs>|<fs 0.8em> [[#tr200157|TR]],[[#tr200158|TR]]</fs>|<fs 0.8em> [[#tce200156|TCE]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#anna200159|ANNA]]</fs>|<fs 0.8em> 4</fs>| 
-| <fs 0.8em>**[[#year2000|2000]]**</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#isgii200060|ISGII]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 1</fs>| 
-| <fs 0.8em>**[[#year1999|1999]]**</fs>|<fs 0.8em> </fs>|<fs 0.8em> [[#tkde199961|TKDE]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 1</fs>| 
-| <fs 0.8em>**[[#year1998|1998]]**</fs>|<fs 0.8em> \\ [[#ieeprosoftware199862|IEEPROSOFTWARE]],\\ 
-[[#ebio199863|EBIO]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 2</fs>| 
-| <fs 0.8em>**[[#year1996|1996]]**</fs>|<fs 0.8em> [[#ieeesoftware199664|IEEESOFTWARE]],\\ [[#hsre199665|HSRE]],[[#hsre199666|HSRE]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 3</fs>| 
-| <fs 0.8em>**[[#year1995|1995]]**</fs>|<fs 0.8em> [[#sft199567|SFT]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 1</fs>| 
-| <fs 0.8em>**[[#year1994|1994]]**</fs>|<fs 0.8em> [[#tr199468|TR]],[[#ieeecomputer199469|IEEECOMPUTER]],\\ 
-[[#ijr199470|IJR]],[[#dcca199471|DCCA]],[[#tr199472|TR]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 5</fs>| 
-| <fs 0.8em>**[[#year1993|1993]]**</fs>|<fs 0.8em> [[#tr199373|TR]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 1</fs>| 
-| <fs 0.8em>**[[#year1992|1992]]**</fs>|<fs 0.8em> [[#ieeesoftware199274|IEEESOFTWARE]],\\ [[#dcfts199275|DCFTS]],[[#ieeesoftware199664|SENOTES]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 3</fs>| 
-| <fs 0.8em>**[[#year1991|1991]]**</fs>|<fs 0.8em> \\ [[#sigsoftnewsletter199176|SIGSOFTNEWSLETTER]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 1</fs>| 
-| <fs 0.8em>**[[#year1988|1988]]**</fs>|<fs 0.8em> [[#sdccs198877|SDCCS]]</fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> </fs>|<fs 0.8em> 1</fs>| 
-|<fs 0.8em> **Total** </fs> |<fs 0.8em>39</fs> |<fs 0.8em>44</fs> |<fs 0.8em>18</fs> |<fs 0.8em>47</fs> |<fs 0.8em>148</fs>| 
- 
-===== Journal Papers ===== 
-<html><a name='year2018'></a></html>----**2018**---- 
-  - <html><a name='pjhe_tdsc18'></a></html> "Towards Automated Log Parsing for Large-Scale Log Data Analysis," Pinjia He, Jieming Zhu, Shilin He, Jian Li, and **M.R. Lyu**, // IEEE Transactions on Dependable and Secure Computing. (TDSC)//, (accepted in 2017), vol.15, no.6, 2018, pp.931-944. \\ {{:journal:pjhe_tdsc18.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='tdsc2018'></a></html> "ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy," Pengfei Chen, Yong Qi, Xinyi Li, Di Hou and **M.R. Lyu**, //IEEE Transactions on Dependable and Secure Computing (TDSC)//, (accepted in 2016), vol.15, no.4, 2018, pp.675-693. \\ {{:journal:pfchen_TDSC18.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='jwzhou_tsc18'></a></html> "A Data Set for User Request Trace-Oriented Monitoring and its Applications," Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, and **M.R. Lyu**, // IEEE Transactions on Services Computing. (TSC)//, vol.11, no.4, 2018, pp.699-712. \\ {{:journal:jwzhou_tsc18.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='hyzhang_snam18'></a></html> "Overlapping community detection with preference and locality information: a non-negative matrix factorization approach," Hongyi Zhang, Xingyu Niu, Irwin King, and **M.R. Lyu**, // Social Network Analysis and Mining. (SNAM)//, 8, no.1(2018):43. \\ {{:journal:hyzhang_snam18.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-\\ \\ 
-<html><a name='year2017'></a></html>----**2017**---- 
-  - <html><a name='ghtao_tr17'></a></html> "MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs," Guanhong Tao, Zibin Zheng, Ziying Guo, and **M.R. Lyu**, //IEEE Transactions on Reliability. (TR)//, accepted, 2017. \\ {{:journal:ghtao_tr17ac.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='slzhao_npl17'></a></html> "Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation," Shenglin Zhao, Irwin King, and **M. R. Lyu**, //Neural Processing Letters (NPL)//, accepted. \\ {{:journal:slzhao_npl17.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  - <html><a name='hbwang_tse17'></a></html> "Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems," Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, and **M.R. Lyu**, //IEEE Transactions on Software Engineering. (TSE)//, vol.43, issue.6, 2017, pp.556-579. \\ {{:journal:hbwang_tse17.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='tpds2017'></a></html> "Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization," Jieming Zhu, Pinjia He, Zibin Zheng, and **M.R. Lyu**, //IEEE Transactions on Parallel and Distributed systems. (TPDS)//, vol.28, issue.10, 2017, pp.2911-2924. \\ {{:journal:jmzhu_tpds2017.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year2016'></a></html>----**2016**---- 
-  - <html><a name='ccheng_tist16'></a></html> "A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks," Chen Cheng, Haiqin Yang, Irwin King, and **M.R. Lyu**, //ACM Transactions on Intelligent Systems and Technology (TIST)//, vol.8, no.1, 2016, article 10. \\ {{:journal:ccheng_tist16.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  - <html><a name='hxu_sp16'></a></html> "Assessing the Security Properties of Software Obfuscation," Hui Xu, and **Michael R. Lyu**, // IEEE Security & Privacy Magazine//, vol.14, issue.5, 2016, pp.80-83.\\ {{:journal:hxu_sp16.pdf|Paper}} [<color black/aqua>SE</color>]\\ \\ 
-  - <html><a name='tr2016'></a></html> "Web Service Personalized Quality-of-Service Prediction via Reputation-based Matrix Factorization," Jianlong Xu, Zibin Zheng, and **M.R. Lyu**, //IEEE Transactions on Reliability (TR)//, vol.65, no.1, 2016, pp.28-37. \\ {{:journal:jianlong_TR2015.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='tweb2016'></a></html> "A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation," Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, and **M.R. Lyu**, //ACM Transactions on the Web (TWeb)//, vol.10, no.1, 2016, no.7. \\ {{:journal:Tweb2016.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  - <html><a name='tcc2016'></a></html> "On Cloud Service Reliability Enhancement with Optimal Resource Usage," Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, **M.R. Lyu**, and Fangchun Yang, //IEEE Transactions on Cloud Computing (TCC)//, vol.4, no.4, 2016, pp.452-466. \\ {{:journal:aozhou_tcc.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year2015'></a></html>----**2015**---- 
-  -<html><a name='tsc2015'></a></html> "Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems," S. Wang, Z. Zheng, Z. Wu, **M. Lyu**, F. Yang, // IEEE Transactions on Services Computing (TSC)//, vol.8, no.5, 2015, pp. 755-767. \\ {{:journal:zibin_tsc15.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='nn2015'></a></html> "Maximum margin semi-supervised learning with irrelevant data," Haiqin Yang, Kaizhu Huang, Irwin King and **M.R. Lyu**, // Neural Networks (NN)//, vol. 70, Oct. 2015, pp. 90-102. \\ {{:journal:yang_nn2015.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='nn2015'></a></html> "Budget constrained non-monotonic feature selection," Haiqin Yang, Zenglin Xu, **M.R. Lyu** and Irwin King, // Neural Networks (NN)//, vol. 71, Nov. 2015, pp. 214-224. \\ {{:journal:haiqin_NN2015.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='jbhi2015'></a></html> "Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction," N. Wang and **M.R. Lyu**, // IEEE Journal of Biomedical and Health Informatics (JBHI)//, vol. 19, no. 5, Sept. 2015, pp. 1648-1659. \\ {{:journal:IEEE_JBHI2015.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='kais2015'></a></html> "A Topic-Biased User Reputation Model in Rating Systems," Baichuan Li, Rong-Hua Li, Irwin King, **M.R. Lyu**, and Jeffrey Xu Yu, // Knowledge and Information Systems (KAIS)//, vol.44, no.3, 2015, pp.581-607. \\ {{:journal:bcli_KAIS14.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\  
-  - <html><a name='scis2015'></a></html> "Service Fault Tolerance for Highly Reliable Service-Oriented Systems: An Overview," Zibin Zheng, **M.R. Lyu**, and Huaimin Wang, //SCIENCE CHINA Information Sciences//, vol.58, no.5, 2015, pp. 1-12. \\ {{:journal:zbzheng_scis15.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='kais2015'></a></html> "Learning to Suggest Questions in Social Media," Tom Chao Zhou, **M.R. Lyu**, Irwin King, and Jie Lou, // Knowledge and Information Systems (KAIS)//, vol.43, no.2, 2015, pp. 389-416. \\ {{:journal:czhou_kais15.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='tkde2015'></a></html> "Boosting Response Aware Model-Based Collaborative Filtering," Haiqin Yang, Guang Ling, Yuxin Su, **M.R. Lyu**, and Irwin King, // IEEE Transactions on Knowledge and Data Engineering (TKDE)//, vol.27, no.8, 2015, pp. 2064-2077. \\ {{:journal:hqyang_tkde15.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\   
-  -<html><a name='tsc2015'></a></html> "Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization," Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, and **M.R. Lyu**, // IEEE Transactions on Services Computing (TSC)//, vol.8, no.3, 2015, pp. 398-409. \\ {{:journal:yfzhou_tsc15.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='tsc2015'></a></html> "Guest Editorial: Recommendation Techniques for Services Computing and Cloud Computing," **M.R. Lyu**, and Liang-Jie Zhang, // IEEE Transactions on Services Computing (TSC)//, vol.8, no.3, 2015, pp. 422-424. \\ {{:journal:lyu_tsc15.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\  
-  - <html><a name='tc2015'></a></html> "Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints," Zibin Zheng, and **M.R. Lyu**, //IEEE Transactions on Computer (TC)//, vol.64, no.1, 2015, pp.219-232. \\ {{:journal:zbzheng_TC15.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year2014'></a></html>----**2014**---- 
-  - <html><a name='tr2014'></a></html> "An Automatic Framework for Detecting and Characterizing the Performance Degradation of Software Systems," Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, and **M.R. Lyu**, //IEEE Transactions on Reliability (TR)//, vol.63, no.4, 2014, pp.927-943. \\  {{:journal:pfzheng_tr.pdf|Paper}} [<color black/aqua >SE</color>]\\ \\  
-  - <html><a name='tpds2014'></a></html> "Web Service Recommendation via Exploiting Location and QoS Information," Xi Chen, Zibin Zheng, Qi Yu, and **M.R. Lyu**, //IEEE Transactions on Parallel and Distributed Systems (TPDS)//, vol.25, no.7, 2014, pp.1913-1924. \\ {{:journal:xichen_tpds14.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\   
-  - <html><a name='tsmc2014'></a></html> "An Online Performance Prediction Framework for Service-Oriented Systems," Yilei Zhang, Zibin Zheng, and **M.R. Lyu**, //IEEE Transactions on System, Man, and Cybernetics, Part A (TSMCA)//, vol.44, no.9, 2014, pp.1169-1181. \\ {{:journal:ylzhang_tsmc14.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\       
-  - <html><a name='tsc2014'></a></html> "Reliability-Based Design Optimization for Cloud Migration," Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, and **M.R. Lyu**, //IEEE Transactions on Services Computing (TSC)//, vol.7, no.2, 2014, pp.223-236.  \\ {{:journal:weiweiqiu_TSC14.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='kais2014'></a></html> "Modeling and Exploiting Tag Relevance for Web Service Mining," Jian Wu, Liang Chen, Zibin Zheng, Yanan Xie, **M.R. Lyu**, and Zhaohui Wu,// Knowledge and Information Systems (KAIS)//, vol.9, no.1, 2014, pp. 153-173. \\ {{:journal:lchen_KAIS13.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='tsc2014'></a></html> "Investigating QoS of Real-World Web Services," Zibin Zheng, Yilei Zhang, and **M.R. Lyu**, // IEEE Transactions on Service Computing (TSC)//, vol.7, no.1, 2014, pp.32-39. \\ {{:journal:zbzheng_TSC14.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='kais2014'></a></html> "Clustering Web Services to Facilitate Service Discovery," Jian Wu, Liang Chen, Zibin Zheng, **M.R. Lyu**, and Zhaohui Wu, // Knowledge and Information Systems (KAIS)//, vol.38, no.1, 2014, pp. 207-229.\\ {{:journal:lchen_kais2013.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='ijwgs2014'></a></html> "A Topology-aware Method for Scientific Spplication Deployment on Cloud," Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, and **M.R. Lyu**, // International Journal of Web and Grid Services (IJWGS)//, vol.10, no.4, 2014, pp. 338-370.\\  [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='wsfoundation14'></a></html> "QoS-Aware Web Service Recommendation via Collaborative Filtering," Xi Chen, Zibin Zheng, and **M.R. Lyu**, // Web Services Foundations//, 2014, pp. 563-588.\\ {{:journal:xichen_chapter14.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='ejwcn14'></a></html> "CGA-based Deadlock Solving Strategies Towards Vehicle Sensing Systems," Jianlong Xu, Zibin Zheng, and **M.R. Lyu**, // EURASIP J. Wireless Comm. and Networking//, 2014.\\ {{:journal:jlxu_ejwcn14.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='esanm2014'></a></html> "Social Recommendation in Dynamic Networks," Hao Ma, Irwin King, and **M.R. Lyu**, // Encyclopedia of Social Network Analysis and Mining//, 2014, pp. 1923-1929.\\ {{:journal:hma_esanm14.pdf|Paper}} [<color black/fuchsia>ML</color>]\\ \\ \\ \\ <html><a name='year2013'></a></html>----**2013**---- 
-  -<html><a name='tkdd2013'></a></html> "Efficient Online Learning for Multi-Task Feature Selection," Haiqin Yang, **M.R. Lyu**, and Irwin King, //ACM Transactions on Knowledge Discovery from Data//, vol.7, no.2, 2013, pp.6:1-6:27. \\ {{:journal:hqyang_TKDD13.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\   
-  -<html><a name='tsc2013'></a></html> "Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering," Huifeng Sun, Zibin Zheng, Junliang Chen, and **M.R. Lyu**, //IEEE Transactions on Service Computing (TSC)//, vol.6, no.4, 2013, pp.573-579. \\ {{:journal:huifengsun_TSC13.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='tpds2013'></a></html> "Towards Fine-Grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems," Haibo Mi, Huaimin Wang, Yangfan Zhou, **M.R. Lyu**, and Hua Cai,// IEEE Transactions on Parallel and Distributed Systems (TPDS)//, vol.24, no.6, 2013, pp.1245-1255. \\ {{:journal:hbmi_tpds2013.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='tpds2013'></a></html> "QoS Ranking Prediction for Cloud Services," Zibin Zheng, Xinmiao Wu, Yilei Zhang, **M.R. Lyu**, and Jianmin Wang, // IEEE Transactions on Parallel and Distributed Systems (TPDS)//, vol.24, no.6, 2013, pp.1213-1222. \\ {{:journal:zbzheng_tpds13.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='tosem2013'></a></html> "Personalized Reliability Prediction of Web Services," Zibin Zheng, and **M.R. Lyu**,  //ACM Transactions on Software Engineering and Methodology (TOSEM)//, vol. 22, no. 12, 2013, pp. 12:1-12:25.  \\  {{:journal:zbzheng_tosem13.pdf|Paper}} [<color black/aqua >SE</color>]\\ \\   
-  -<html><a name='tsc2013'></a></html> "Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization," Zibin Zheng, Hao Ma, **M.R. Lyu**, and Irwin King, //IEEE Transactions on Service Computing (TSC)//, vol. 6, no. 3, 2013, pp. 289-299. \\ {{:journal:zbzheng_tsc2013_nimf.pdf|Paper}} [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='frontiercs2013'></a></html> "An Online Service-oriented Performance Profiling Tool for Cloud Computing Systems," Haibo Mi, Huaimin Wang, Yangfan Zhou, **M.R. Lyu**, Hua Cai, and Gang Yin, //Frontiers of Computer Science//, vol. 7, no. 3, 2013, pp. 431-445.\\  {{:journal:haibomi_frontiercs13.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='jnca2013'></a></html> "MDiag: Mobility-assisted Diagnosis for Wireless Sensor Networks," Junjie Xiong, Yangfan Zhou, Xinyu Chen, Evan F.Y. Young, and **M.R. Lyu**, //Journal of Network and Computer Applications (JNCA)//, vol. 36, no. 1, 2013, pp. 167-177. \\  {{:journal:jjxiong_JNCA13.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year2012'></a></html>----**2012**---- 
-  - <html><a name='tsmcb2012'></a></html> "Enhanced Models for Expertise Retrieval Using Community-Aware Strategies," Hongbo Deng, I. King, and **M.R. Lyu**, //in IEEE Transactions on Systems, Man, and Cybernetics (TSMCB)//, vol. 42, no. 1, 2012. \\ {{:journal:deng2012.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='tsc2012'></a></html> "Component Ranking for Fault-Tolerant Cloud Applications," Zibin Zheng, Chao Zhou, **M.R. Lyu**, and I. King, //IEEE Transactions on Service Computing (TSC)//, vol. 5, no. 4, 2012, pp. 540-550.  \\ {{:publications:05959151.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='ijwgs2012'></a></html> "A Spectral Clustering-based Optimal Deployment Method for Scientific Application in Cloud Computing," Pei Fan, Ji Wang, Zhenbang Chen, Zibin Zheng, and **M.R. Lyu**, //International Journal of Web and Grid Services (IJWGS)//, vol. 8, no. 1, 2012, pp. 31-55. \\ {{:journal:peifan_IJWGS12.pdf|Paper}}  [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='scichina2012'></a></html> "Localizing Root Causes of Performance Anomalies in Cloud Computing Systems by Analyzing Request Trace Logs," Haibo Mi, Huaimin Wang, Yangfan Zhou, **M.R. Lyu**, and Hua Cai, //Science China Information Sciences//, vol. 55, no. 12, 2012, pp. 2757-2773.\\  {{:journal:haibomi_SciChina12.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='kais2012'></a></html> "MatchSim: A Novel Similarity Measure based on Maximum Neighborhood Matching," Zhenjiang Lin, **M.R. Lyu** and I. King, // Knowledge and Information Systems (KAIS)//, vo. 32, no. 1, 2012, pp. 141-166. \\ {{:journal:zjlin_KAIS12.pdf|Paper}}    [<color black/fuchsia>ML</color>] \\ \\  
-  -<html><a name='tkde2012'></a></html> "Mining Web Graphs for Recommendations," Hao Ma, Irwin King and **M.R. Lyu**, //IEEE Transactions on Knowledge and Data Engineering (TKDE)//, vol. 24, no. 6, 2012, pp. 1051-1064. \\ {{:journal:hma_TKDE12.pdf|Paper}}    [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2011'></a></html>----**2011**---- 
-  -<html><a name='ijdsn2011'></a></html> "A Reliable and Efficient MAC protocol for Underwater Acoustic Sensor Networks," J. Xiong, **M.R. Lyu**, and K. Ng, //International Journal of Distributed Sensor Networks (IJDSN), special issue on Sensor Networks for High-Confidence Cyber-Physical Systems//, 2011, pp. 1-12. \\ {{:publications:ijdsn.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='tr2011'></a></html> "Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models," C.Y. Huang and **M.R. Lyu**, //IEEE Transactions on Reliability//, vol. 60, no. 2, 2011, pp. 498-514.\\ {{:paper:tr2009-111.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tist2011'></a></html> "Learning to Recommend with Explicit and Implicit Social Relations," H. Ma, I. King and **M.R. Lyu**, // ACM Transactions on Intelligent Systems and Technology (TIST)//, vol. 2, no. 3, 2011, pp: 29:1-29:19.\\ {{:paper:learning_to_recommend_with_explicit_and_implicit_social_relations.pdf|Paper}}    [<color black/fuchsia>ML</color>] \\ \\  
-  -<html><a name='tois2011'></a></html> "Improving Recommender Systems by Incorporating Social Contextual Information," H. Ma, Chao Zhou, **M.R. Lyu** and I. King, // ACM Transactions on Information Systems (TOIS)//, vol. 29, no. 2, 2011, pp. 9:1-9:23. \\  {{:paper:improving_recommender_systems_by_incorporating_soc.pdf|Paper}}    [<color black/fuchsia>ML</color>] \\ \\ 
-  -<html><a name='tnn2011'></a></html> "Efficient Sparse Generalized Multiple Kernel Learning," H. Yang, Z. Xu, J. Ye, I. King, and **M.R. Lyu**, //IEEE Transactions on Neural Network (TNN)//, vol. 22, no. 3, 2011, pp. 433-446. \\  {{:paper:hqyang-tnn.pdf|Paper}}  [<color black/fuchsia>ML</color>] \\ \\ 
-  -<html><a name='tomc2011'></a></html> "Near-Duplicate Keyframe Retrieval by Semi-Supervised Learning and Nonrigid Image Matching,"  J. Zhu, S. Hoi, **M.R. Lyu** and S. Yan, //ACM Transactions on Multimedia Computing, Communications and Applications//, vol. 7, no. 1, 2011, pp. 4:1-4:24. \\ {{:paper:jkzhu_comccap.pdf|Paper}}  [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='tsc2011'></a></html> "QoS-Aware Web Service Recommendation by Collaborative Filtering," Zibin Zheng, H. Ma, **M.R. Lyu**, and I. King, //IEEE Transactions on Service Computing (TSC)//, vol. 4, no. 2, 2011, pp. 140-152.  \\  {{:paper:zibintsc2011published.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year2010'></a></html>----**2010**---- 
-  -<html><a name='tmm2010'></a></html> "Bridging the Semantic Gap between Image Contents and Tags," H. Ma, J. Zhu, **M.R. Lyu** and I. King, //IEEE Transaction on Multimedia//, vol. 12, no. 5, 2010, pp. 462-473. \\ {{:paper:Bridging_Double_Column.pdf|Paper}}  [<color black/lime >MM</color>]\\ \\ 
-  -<html><a name='jwsr2010'></a></html> "Optimal Fault Tolerance Strategy Selection for Web Services," Zibin Zheng and **M.R. Lyu** //International Journal of Web Service Research (JWSR)//, vol. 7, no. 4, 2010, pp. 21-40.  \\  {{:paper:zibinjwsr09.pdf|Paper}}  [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='stvr2010'></a></html> "Automatic string test data generation for detecting domain errors," R. Zhao, **M.R. Lyu**, and Y. Min, //Software Testing, Verification and Reliability//, vol. 20, no. 3, 2010, pp. 209-236. \\ {{:publications:automatic_string_test_data_generation_for_detecting_domain_errors.pdf|Paper}}  [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='adhot2010'></a></html> "A Delay-Aware Reliable Event Reporting Framework for Wireless Sensor-Actuator Networks," E.C.-H. Ngai, Y. Zhou, **M.R. Lyu**, J. Liu, //Journal of Ad Hoc Networks//, 2010, pp. 694-707.  \\ {{:paper:ed2010.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='emse2010'></a></html> "An Adaptive QoS-Aware Fault Tolerance Strategy for Web Services," Zibin Zheng and **M.R. Lyu**, //Springer Journal of Empirical Software Engineering (EMSE)//, vol. 15, no. 4, 2010, pp. 323-345.  \\ {{:paper:an_adaptive_qos-aware_fault_tolerance_strategy_for_web_services.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='tnn2010'></a></html> "Discriminative Semi-supervised Feature Selection via Manifold Regularization," Z. Xu, I. King, **M.R. Lyu**, and R. Jin, //IEEE Transactions on Neural Network (TNN)//, vol. 21, no. 7, 2010, pp. 1033-1047. \\ {{:publications:tnn2010.pdf|Paper}}    [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2009'></a></html>----**2009**----  
-  -<html><a name='tvt2009'></a></html> "An Adaptive Delay-Minimized Route Design for Wireless Sensor–Actuator Networks", E.C.-H. Ngai, Jiangchuan Liu, and **M.R. Lyu**, //IEEE Transactions on Vehicular Technology//, vol. 58, no. 9, 2009, pp. 5083-5094.\\ {{:publications:tvt09.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ 
-  -<html><a name='neuralnetworks2009'></a></html> "A Novel Kernel-Based Maximum a Posteriori Classification Method," Z. Xu, K. Huang, J. Zhu, I. King, and **M.R. Lyu**, //Neural Networks//, vol. 22, no. 6, 2009, pp. 977-987. \\ {{:publications:a_novel_kernel-based_maximum_a_posteriori_classification_method.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='tkds20091'></a></html> "Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval," S.C.H. Hoi, R. Jin, and **M.R. Lyu**, //IEEE Transactions on Knowledge and Data Engineering//, vol. 21, no. 9, 2009, pp. 1233-1248. \\ {{:paper:tkde09hoi.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\ 
-  -<html><a name='tpami20092'></a></html> "A Fast 2D Shape Recovery Approach by Fusing Features and Appearance," J. Zhu, **M.R. Lyu** and T. S. Huang, //IEEE Transaction on Pattern Analysis and Machine Intelligence//, vol. 31, no. 7, 2009, pp. 1210-1244. \\ {{:paper:tpami09.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='tois20085'></a></html> "Semi-Supervised SVM Batch Mode Active Learning with Applications to Image Retrieval," S.C.H. Hoi, R. Jin, J. Zhu, and **M.R. Lyu**, //ACM Transactions on Information Systems//, 2009, vol. 27, no. 3. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TOIS_SVMBMAL_minor_draft.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\ 
-  -<html><a name='neuocomputing20090'></a></html> "Localized support vector regression for time series prediction," H. Yang, K. Huang, I. King, and **M.R. Lyu**.  //Neuocomputing//, vol. 72, iss. 10-12, 2009, pp. 2659-2669. \\ {{:publications:localized_support_vector_regression_for_time_series_prediction.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='monet20093'></a></html> "On Sensor Network Reconfiguration for Downtime-Free System Migration", Y. Zhou, **M.R. Lyu**, and J. Liu, //ACM/Springer Mobile Networks and Applications (MONET)//, vol. 14, no. 2, 2009, pp. 241-252. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sensorNet.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='tosmc2009'></a></html> "A Volume-Based Heat-Diffusion Classifier," H. Yang, **M.R. Lyu**, and I. KING, //IEEE Transactions on Systems, Man, and Cybernetics//, vol. 39, no. 2, 2009, pp. 417-430. \\ {{:publications:a_volume-based_heat-diffusion_classifier.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='neuralcomputation20094'></a></html> "Arbitrary Norm Support Vector Machines," K. Huang, D. Zheng, I. King, **M.R. Lyu**, //Neural Computation//, vol. 21, no. 2, 2009, pp. 560-582. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/neco.2008.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ \\ \\ <html><a name='year2008'></a></html>----**2008**---- 
-  -<html><a name='tsmc20086'></a></html> "Robust Regularized Kernel Regression," J. Zhu, S.C.H. Hoi and **M.R. Lyu**, //IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics//, vol. 38, no. 6, 2008, pp. 1639-1644. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/RobustRegularized.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='tmm20087'></a></html> "A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval", S.C.H. Hoi, **M.R. Lyu**, //IEEE Transactions on Multimedia//, vol. 10, iss. 04, 2008, pp. 607-619. \\ {{:paper:stevenhoiieee.pdf|Paper}}  [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='patternrecognition20088'></a></html> "A Study of Regularized Gaussian Classifier in High-dimension Small Sample Set Case based on MDL Principle with Application to Spectrum Recognition", P. Guo, Y. Jia and **M.R. Lyu**, //Pattern Recognition (2008),// vol. 41, no. 9, 2008, pp. 2842-2854. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/PR3135.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='tmm20089'></a></html> "Face Annotation Using Transductive Kernel Fisher Discriminant", J. Zhu, S.C.H. Hoi, and **M.R. Lyu**, //IEEE Transactions on Multimedia//, vol. 10, iss. 01, 2008, pp. 86-96.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/tmm08face.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='ijwmc200810'></a></html> "Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks," E.C.-H. Ngai and **M.R. Lyu**, //International Journal of Wireless and Mobile Computing//, to be published.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/IJWMC04.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='tnn200811'></a></html> "Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally," K. Huang, H. Yang, I. King, and **M.R. Lyu**, //IEEE Transactions on Neural Networks//, vol. 19, iss. 2, 2008, pp. 260-272.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TNN2008_Huang.pdf|Paper}}      [<color black/fuchsia>ML</color>]\\ \\ \\ \\ <html><a name='year2007'></a></html>----**2007**---- 
-  -<html><a name='ijprai200712'></a></html> "Feature Selection Based on Minimum Error Minimax Probability Machine," Z. Xu, I. King, and **M.R. Lyu**, //International Journal of Pattern Recognition and Artificial Intelligence//, vol. 21, iss. 8, 2007, pp. 1279-1292. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/00595.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='jasist200713'></a></html> "The Generalized Dependency Degree Between Attributes," H. Yang, I. King, and **M.R. Lyu**, //Journal of the American Society for Information Science and Technology//, vol. 58, no. 14, 2007. pp. 2280-2294.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/JASIST07.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='comcom200714'></a></html> "An Efficient Intruder Detection Algorithm Against Sinkhole Attacks in Wireless Sensor Networks," E.C.-H. Ngai, J. Liu, and **M.R. Lyu**, //Computer Communications//, vol. 30, 2007, pp.2353-2364.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/COMCOM3295.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='tr200715'></a></html> "An Assessment of Testing-Effort Dependent Software Reliability Growth Models," C.Y. Huang, S.Y. Kuo, and **M.R. Lyu**, //IEEE Transactions on Reliability//, vol. 56, no. 2, 2007, pp. 198-211.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TR2001-40.pdf|Paper}}      [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='patternrecognition200716'></a></html> "Extraction and Segmentation of Tables from Chinese Ink Documents Based on a Matrix Model," X.W. Zhang, **M.R. Lyu**, and G.Z. Dai, //Pattern Recognition//, vol. 40, 2007, pp. 1855-1867. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Xiwen-2007-07.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\ 
-  -<html><a name='bnt2007'></a></html> "A Novel Discriminative Naive Bayesian Network for Classification," Kaizhu Huang, Zenglin Xu, Irwin King, **M.R. Lyu** and Zhangbing Zhou, //Bayesian Network Technologies: Applications and Graphical Models ed. by Ankush Mittal, Ashraf Kassim and Tele Tan//. 2007, pp. 1-12.\\  [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='amc200717'></a></html> "A Tutorial on RDF with Jena," Wan Yeung Wong, Tak Pang Lau, Irwin King and **M.R. Lyu**, //Advances in Electronic Business (Vol. 2) ed. by Eldon Yu-Zen Li, Timon C. Du.// pp.116-140. Idea Group Publishing, 2007.08.\\ [<color black/fuchsia>ML</color>]\\ \\   
-  -<html><a name='amc200717'></a></html> "A hybrid particle swarm optimization–back-propagation algorithm for feedforward neural network training," J.R. Zhang, J. Zhang, T.M. Lok, and **M.R. Lyu**, //Elsevier Applied Mathematics and Computation//, vol. 185, iss. 2, 2007, pp. 1026-1037.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sdarticle.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='amc200718'></a></html> "A Hierarchical Mixture Model for Software Reliability Prediction," S. Li, Q. Yin, P. Guo, and **M.R. Lyu**, //Elsevier Applied Mathematics and Computation//, vol. 185, iss. 2, 2007, pp. 1120-1130. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/AMC11159.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='ijwmip200719'></a></html> "Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network," P. Guo, H. Li, and **M.R. Lyu**, //International Journal of Wavelets//, Multiresolution and Information Processing, vol. 5, no. 1, 2007, pp. 15-26. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/2173-crop.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ \\ \\ <html><a name='year2006'></a></html>----**2006**---- 
-  -<html><a name='senotes06'></a></html> "How should software reliability engineering (SRE) be taught?," M. Garzia, J. Hudepohl, W. Snipes, **M.R. Lyu**, J. Musa C. Smidts, and L. Williams, //in ACM SIGSOFT Software Eng. Notes//, vol. 31, iss. 4, 2006, pp. 1-5. \\ {{:paper:p2-garzia.pdf|Paper}}  [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='neurocomputing200621'></a></html> "A Novel Adaptive Sequential Niche Technique for Multimodal Function Optimization," J. Zhang, D.S.Huang, T.-M. Lok, and **M.R. Lyu**, //Neurocomputing//, vol. 69, no. 16-18, 2006, pp. 2396-2401. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Neurocomputing_Zhang2006.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='febsletters200622'></a></html> "Predicting Protein Interaction Sites from Residue Spatial Sequence Profile and Evolution Rate," B. Wang, P. Chen, D.S. Huang, J.-J. Li, T.-M. Lok, **M.R. Lyu**, //FEBS Letters//, vol. 580, no. 2, 2006, pp. 380-384. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/FEBS_WangB.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='ppletter200623'></a></html> "Network Analysis of the Protein Chain Tertiary Structures of Heterocomplexes," J.-J. Li, D.S.Huang, T.-M. Lok, **M.R. Lyu**, Y.-X. Li and Y.-P. Zhu, //Protein and Peptide Letters//, vol. 13, no. 4, 2006, pp. 391-396. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/PPL_JJ_LI.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='tsmc200620'></a></html> "Imbalanced Learning With Biased Minimax Probability Machine," K. Huang, H. Yang, I. King, and M.R. Lyu, //IEEE Transactions on System, Man, and Cybernetics Part B//, vol. 36, iss. 4, 2006, pp. 913-923.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SMCB2006_Huang.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='ijprai2006'></a></html> "A Modified Learning Algorithm Incorporating Additional Functional Constraints into Neural Networks," Fei Han, Xu-Qin Li, **M.R. Lyu**, and T. M. Lok, //International Journal of Pattern Recognition and Artificial Intelligence//, vol. 20, no. 2, 2006, pp. 129–142.\\ [<color black/fuchsia>ML</color>]\\ \\ 
-  -<html><a name='timc2006'></a></html> "A novel shrinkage technique based on the normal inverse Gaussian density model," Li Shang, De-Shuang Huang, T. M. Lok and **M.R. Lyu**, //Transactions of the Institute of Measurement and Control//, vol. 28, no. 1, 2006, pp. 109-119(11).\\ [<color black/fuchsia>ML</color>]\\ \\   
-  -<html><a name='neurocomputing2006200624'></a></html> "Nonnegative Independent Component Analysis Based on Minimizing Mutual Information Technique," C.-H. Zheng, D.S. Huang, Z.-L. Sun, **M.R. Lyu**, and T.-M. Lok, //Neurocomputing//, vol. 69, no. 7-9, 2006, pp. 878-883. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sdarticle_ZhengCH.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='tbe200625'></a></html> "Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine," K. Huang, H. Yang, I. King and **M.R. Lyu**, //IEEE Transactions on Biomedical Engineering//, vol. 53, no. 5, 2006, pp. 821- 831.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/biome_ieee.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='tkde200626'></a></html> "A Unified Log-based Relevance Feedback Scheme for Image Retrieval," S. C.H. Hoi, **M.R. Lyu** and R. Jin, //IEEE Transaction on Knowledge and Data Engineering (TKDE)//, vol. 18, no. 4, 2006, pp. 509-524. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TKDE-LRF-SLSVM.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='mmsj200627'></a></html> "Collaborative Image Retrieval via Regularized Metric Learning," L. Si, R. Jin, S. C.H. Hoi and **M.R. Lyu**, //ACM Multimedia Systems Journal//, special issue on Machine Learning Approaches to Multimedia Information Retrieval, vol. 12, no. 1, April 2006, pp. 34-44. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MMSJ.pdf|Paper}}      [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='tr200628'></a></html> "Incorporating Fault Debugging Activities into Software Reliability Models: A Simulation Approach," S. Gokhale, **M.R. Lyu**, and K.S. Trivedi, //IEEE Transactions on Reliability//, vol. 55, no. 2, 2006, pp. 281-292.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/tr-revised.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tsmc200629'></a></html> "Extraction of Line Segments and Circular Arcs From Freehand Strokes Based on Segmental Homogeneity Features," X. Zhang, J. Song, G. Dai, **M.R. Lyu**, //IEEE Transactions on Systems//, Man, and Cybernetics—Part B: Cybernetics, vol. 36, no. 2, 2006, pp. 300-311. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SMCB-Xiwen.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\  \\ \\ <html><a name='year2005'></a></html>----**2005**---- 
-  -<html><a name='tr200530'></a></html> "Optimal Release Time for Software Systems Considering Cost, Testing-Effort, and Test Efficiency," C.Y. Huang and **M.R. Lyu**, //IEEE Transactions on Reliability//, vol. 54, no. 4, 2005, pp. 583-591.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/01546565.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tr200531'></a></html> "Optimal Testing Resource Allocation, and Sensitivity Analysis in Software Development," C.Y. Huang and **M.R. Lyu**, //IEEE Transactions on Reliability//, vol. 54, no. 4, 2005, pp.592-603. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/01546566.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tcsvt200532'></a></html> "A Novel Scheme for Hybrid Digital Video Watermarking: Approach Evaluation and Experimentation," P.W. Chan, **M.R. Lyu**, and R. T. Chin, //IEEE Transactions on Circuits and Systems for Video Technology// , vol. 15, no. 12, 2005, pp. 1638-1649. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/csvt.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\ 
-  -<html><a name='tse200534'></a></html> "A Generic Enrivinment for COTS Testing and Quality Prediction," X. Cai, **M.R. Lyu**, and K. Wong, //Testing Commercial-off-the-shelf components and Systems ed. by S. Beydeda and V. Gruhn//, Berlin: Springer-Verlag, 2005, pp.315-347. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TSE-0040-0304-1.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\ 
-  -<html><a name='springer200537'></a></html> "Local Learning vs. Global Learning: An Introduction to Maxi-Min Margin Machine," K. Huang, H. Yang, I. King, and **M.R. Lyu**, //Support Vector Machines: Theory and Applications//, Wang, Lipo (Eds.), Springer, vol. 177, 2005, pp. 113-132. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/m4chapter.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\   
-  -<html><a name='tse200533'></a></html> "A Simulation Approach to Structure-Based Software Reliability Analysis," S.S. Gokhale and **M.R. Lyu**, //IEEE Transactions on Software Engineering//, vol. 31, no. 8, 2005, pp. 643-656. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TSE-0040-0304-1.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\   
-  -<html><a name='tr200535'></a></html> "Reliability Analysis for Various Communication Schemes in Wireless CORBA," X. Chen and **M.R. Lyu**, //IEEE Transactions on Reliability//, vol. 54, no. 2, 2005, pp. 232-242.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TR2004069-final.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='patternrecognition200536'></a></html> "A Hough Transform Based Line Recognition Method Utilizing Both Parameter Space and Image Space," J. Song and **M.R. Lyu**, //Pattern Recognition Journal//, vol. 38, 2005, pp. 539-552.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/journal-PR-jiqiang.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='jss200538'></a></html> "Reliability Assessment and Sensitivity Analysis of Software Reliability Growth Modeling Based on Software Module Structure," J. H. Lo, C. Y. Huang, I. Y.Chen, S. Y. Kuo, and **M.R. Lyu**,  //Journal of Systems and Software//, vol. 76, issue 1, 2005, pp. 3-13.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sdarticle05.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tsmc200539'></a></html> "Recognition of Merged Characters Based on Forepart Prediction, Necessity-Sufficiency Matching, and Character-Adaptive Masking," J. Song, Z. Li, **M.R. Lyu**, and S. Cai, //IEEE Trans. on System//, Man, and Cybernetics: Part B, vol. 35, no. 1, 2005, pp. 2-11.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/cybernetics05.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\ 
-  -<html><a name='tcsvt200541'></a></html> "A Comprehensive Method for Multilingual Video Text Detection, Localization, and Extraction," **M.R. Lyu**, J. Song, and M. Cai, //IEEE Transactions on Circuits and Systems for Video Technology//, vol. 15, iss. 2, 2005, pp. 243-255.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/01390999.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\ \\ \\ <html><a name='year2004'></a></html>----**2004**----  
-  -<html><a name='ideag200440'></a></html> "A Framework for Indexing Personal Videoconference," J.-Q. Song, **M.R. Lyu**, and J.-N. Hwang, //Video Data Management and Information Retrieval//,S. Deb (ed.), Idea Group Publishing, 2004, pp. 293-320.\\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/chapter13.pdf|Paper}}      [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='nip200442'></a></html> "Improving Chow-Liu Tree Performance By Mining Association Rules," K. Huang, I. King, **M.R. Lyu**, and H. Yang, //Neural Information Processing: Research and Development. Series: Studies in Fuzziness and Soft Computing//, vol. 152. Rajapakse, Jagath C.; Wang, Lipo (Eds.). Springer-Verlag. 2004, pp. 94-112. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/NIPSRandD_Huang.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='tpami200443'></a></html> "Effective Multi-Resolution Arc Segmentation: Algorithms and Performance Evaluation," J. Song, **M.R. Lyu**, and S. Cai, //IEEE Transactions on Pattern Analysis and Machine Intelligence,// vol. 26, no. 11, 2004, pp. 1491-1506. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/01335453.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='jmlr200444'></a></html> "The minimum Error Minimax Probability Machine," K. Huang, H. Yang, I. King, **M.R. Lyu**, and L. Chan, //Journal of Machine Learning Research//, issue 5, 2004, pp. 1253-1286. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/huang04a.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='intelligent 200445'></a></html> "Design and Evaluation of A Fault Tolerant Mobile Agent System," **M.R. Lyu**, X. Chen, and T.-Y. Wong, //IEEE Intelligent Systems, pecial Issue on Dependable Agent Systems//, vol. 19, iss. 5, 2004, pp. 32-38. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/x5chen.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='sqj200446'></a></html> "Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain," S. Gokhale, **M.R. Lyu**, and K.S. Trivedi, //Software Quality Journal//, vol. 12, iss. 3, 2004, pp. 211-230. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sw_qual_journal.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='patternrecognition200447'></a></html> "Extraction of Karyocytes and their Components from Microscopic Bone Marrow Images Based on Regional Color Features," X.-W. Zhang, J.-Q. Song, **M.R. Lyu** and S.-J. Cai, //Pattern Recognition Journal//, vol. 37, iss. 2, 2004, pp. 351-361. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/PR_cell.pdf|Paper}}    [<color black/lime >MM</color>]\\ \\  
-  -<html><a name='neurocomputing200448'></a></html> "A Pseudoinverse Learning Algorithm for Feedforward Neural Networks with Stacked Generalization Applications to Software Reliability Growth Data," P. Guo and **M.R. Lyu**, //Neurocomputing//, vol. 56, 2004, pp. 101-121. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/nc2004.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ \\ \\ <html><a name='year2003'></a></html>----**2003**---- 
-  -<html><a name='tse200349'></a></html> "A Unified Scheme of Some Non-Homogeneous Poisson Process Models for Software Reliability Estimation," C.Y. Huang, **M.R. Lyu**, and S.Y. Kuo, //IEEE Transactions on Software Engineering//, vol. 29, no. 3, 2003, pp. 261-269. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/01183936.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year2002'></a></html>----**2002**---- 
-  -<html><a name='tsmc200250'></a></html> "Regularization Parameter Estimation for Feedforward Neural Networks," P. Guo, **M.R. Lyu**, and C.L.P. Chen, //IEEE Transactions on Systems//, Man, and Cybernatics, Part B, 2002, pp.35-44. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/tsmc-guo.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='comnet200251'></a></html> "Editorial for Special Issue on XML," M. Marchiori, M.E. Zurko, and **M.R. Lyu**, //Computer Networks//, vol. 39, issue 5, 2002, pp. 469-471. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/editorial.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='ijseke200252'></a></html> "Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and A Generic Assessment Environment" X. Cai, **M.R. Lyu**, K.-F.Wong, //International Journal of Software Engineering and Knowledge Engineering//, vol. 12, no. 2, 2002, pp. 107-133. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/S0218194002000846.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tr200253'></a></html> "Optimal Allocation of Test Resources for Software Reliability Growth Modeling in Software Development," **M.R. Lyu**, S. Rangarajan, and A.P.A. van Moorsel, //IEEE Transactions on Reliability//, vol. 51, no. 2, 2002, pp. 183-192. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/01011524.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tnn200254'></a></html> "Cluster Number Selection for a Small Set of Samples Using the Bayesian Ying-Yang Model," P. Guo, C.L.P. Chen, and **M.R. Lyu**, //IEEE Transactions on Neural Networks//, vol. 13, no. 3, 2002, pp. 757-763. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/NN_GuoChenLyu.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\  
-  -<html><a name='ese200255'></a></html> "Software Reliability Theory," **M.R. Lyu**, //Encyclopedia of Software Engineering//, Wiley, 2002, pp. 1611-1630. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Software_Reliability_Theory.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year2001'></a></html>----**2001**---- 
-  -<html><a name='tce200156'></a></html> "Analysis of Privacy and Non-Repudiation on Pay-TV Systems," R. Song and **M.R. Lyu**, //IEEE Transactions on Consumer Electronics//, vol. 47, issue 4, 2001, pp. 729-733. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/paper22.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\  
-  -<html><a name='tr200157'></a></html> "Framework for Modeling Software Reliability, Using Various Testing-Efforts and Fault-Detection Rates" S.Y. Kuo, C.Y. Huang, and **M.R. Lyu**, //IEEE Transactions on Reliability//, vol. 50, no. 3, 2001, pp. 310-320. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/IEEE_TR99-017.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tr200158'></a></html> "Effect of Code Coverage on Software Reliability Measurement," M. Chen, **M.R. Lyu**, and E. Wong, IEEE Transactions on Reliability, vol. 50, no. 2, 2001, pp. 165-170. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/paper20.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='anna200159'></a></html> "Pseudoinverse Learning Algorithm for Feedfoword Neural Networks," P. Guo and **M.R. Lyu**, //Advances in Neural Networks and Applications//, N.E. Mastorakis (ed.), Artificial Intelligence Series, World Scientific and Engineering Society Press, 2001, pp. 321-326. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/nna01.pdf|Paper}}    [<color black/fuchsia>ML</color>]\\ \\ \\ \\ <html><a name='year2000'></a></html>----**2000**---- 
-  -<html><a name='isgii200060'></a></html> "Securing Mobile Agents for Electronic Commerce: An Experiment," H.W. Chan, K.M. Wong, T.Y. Wong, and **M.R. Lyu**, //in Information Security for Global Information Infrastructures//, S. Qing and J.H.P. Eloff (eds.),  Kluwer Academic Publishers, Boston, 2000, pp. 471-480. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/wcc2000.pdf|Paper}}    [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year1999'></a></html>----**1999**---- 
-  -<html><a name='tkde199961'></a></html> "Guest Editor's Introduction to the Special Issue on Web Technologies," **M.R. Lyu**, //IEEE Transactions on Knowledge and Data Engineering//, vol. 11, no. 4, July/August 1999, pp. 505-508. \\ [[http://www.cse.cuhk.edu.hk/~lyu/tkde.html|Paper]] [<color black/yellow>DS</color>]\\ \\ \\ \\ <html><a name='year1998'></a></html>----**1998**---- 
-  -<html><a name='ieeprosoftware199862'></a></html> "Reliability-Oriented Software Engineering: Design, Testing, and Evaluation Techniques," **M.R. Lyu**, //IEE Software Proceedings//, vol. 145, no. 6, December 1998, pp. 191-197. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/paper16.pdf|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='ebio199863'></a></html> "Software Reliability," S. Dalal, **M.R. Lyu**, and C. Mallow, //Chapter in Encyclopedia on Biostatistics//, P. Armitage and T. Colton (eds.), vol. 5, Wiley 1998, pp. 4550-4555. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/ENCBSTT4.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year1996'></a></html>----**1996**---- 
-  -<html><a name='ieeesoftware199664'></a></html> "A Generalized Technique for Simulating Software Reliability," R.Tausworthe and **M.R. Lyu**, //in IEEE Software//, March 1996, pp. 77-88. \\ [[http://www.cse.cuhk.edu.hk/~lyu/paper_txt/ieeesw96.txt|Paper]] [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='hsre199665'></a></html> "Software Reliability Process Simulation," R. Tausworthe and **M.R. Lyu**, //in Handbook of Software Reliability Engineering//, **M.R. Lyu** (ed.), //McGraw-Hill and IEEE Computer Society Press//, New York, April 1996. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/sre_ch16.ps|Paper}}    [[http://www.cse.cuhk.edu.hk/~lyu/book/reliability|Paper]] [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='hsre199666'></a></html> "Software Reliability Measurement Experience," **M.R. Lyu** and A. Nikora, //in Handbook of Software Reliability Engineering//, **M.R. Lyu** (ed.), //McGraw-Hill and IEEE Computer Society Press//, New York, April 1996. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/sre_ch7.ps|Paper}}    [[http://www.cse.cuhk.edu.hk/~lyu/book/reliability|Paper]] [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year1995'></a></html>----**1995**---- 
-  -<html><a name='sft199567'></a></html> "Dependability Modeling for Fault-Tolerant Software & Systems," J.B. Dugan and **M.R. Lyu**, //in Software Fault Tolerance//,Wiley Trends in Software book series, Wiley, February 1995. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/sft_ch5.ps|Paper}}    [[http://www.cse.cuhk.edu.hk/~lyu/book/sft|Paper]] [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year1994'></a></html>----**1994**---- 
-  -<html><a name='tr199468'></a></html> "A Coverage Analysis Tool for the Effectiveness of Software Testing," **M.R. Lyu**, J.R. Horgan, and S. London, //IEEE Transactions on Reliability//, vol. 43, no. 4, December 1994, pp. 527-535. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/ieeetr94.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='ieeecomputer199469'></a></html> "Achieving Software Quality with Testing Coverage Measures," J.R. Horgan, S. London, and **M.R. Lyu**, //in IEEE Computer//, September 1994, vol. 27, no. 9, pp. 60-69. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/ieeec94.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='ijr199470'></a></html> "Experience in Metrics and Measurements for N-Version Programming," **M.R. Lyu**, J. Chen and A. Avizienis, //in International Journal of Reliability//,Quality and Safety Engineering, vol. 1, no. 1, 1994, pp. 41-62. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/jrqse.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='dcca199471'></a></html> "System-Level Reliability and Sensitivity Analyses for Three Fault-Tolerant System Architectures," J.B. Dugan and **M.R. Lyu**, //IEEE DCCA-4 Proceedings and a Springer-Verlag book//, January 1994, pp. 295-307. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/dcca4.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='tr199472'></a></html> "System Reliability Analysis of an N-Version Programming Application," J.B. Dugan and **M.R. Lyu**, //in IEEE Transactions on Reliability//, vol. 43, no. 4, December 1994, pp. 513-519; selected as **best paper** from Proceedings of ISSRE'93, Denver, Colorado, November 3-6 1993, pp. 103-111. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre93_nvp.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year1993'></a></html>----**1993**---- 
-  -<html><a name='tr199373'></a></html> "Improving the N-Version Programming Process Through the Evolution of a Design Paradigm," **M.R. Lyu** and Y. He, //in IEEE Transactions on Reliability//, vol. 42, no. 2, June 1993, pp. 179-189. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/ieeetr93.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year1992'></a></html>----**1992**---- 
-  -<html><a name='ieeesoftware199274'></a></html> "Applying Reliability Models More Effectively," **M.R. Lyu** and A. Nikora, //in IEEE Software//, July 1992, pp. 43-52. \\ {{:paper:1992applying.pdf|Paper}}  [<color black/aqua >SE</color>]\\ \\  
-  -<html><a name='dcfts199275'></a></html> "Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming," **M.R. Lyu** and A. Avizienis, //in Dependable Computing and Fault-Tolerant Systems//, vol. 6, J.F.Meyer, R.D. Schlichting (eds.), Springer-Verlag, Wien, New York, 1992, pp. 197-218. \\ {{http://www.cse.cuhk.edu.hk/~lyu/paper_ps/dcca1.ps|Paper}}    [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year1991'></a></html>----**1991**---- 
-  -<html><a name='sigsoftnewsletter199176'></a></html> "Panel: Research and Development Issues in Software Reliability Engineering," **M.R. Lyu**, H. Hecht, H. Kopetz, D. Miller, J. Musa, M. Ohba and D. Siefert, //in ACM SigSoft Newsletter//, reprinted from IEEE Computer Society, April 1991, pp. 23-30.\\ [<color black/aqua >SE</color>]\\ \\ \\ \\ <html><a name='year1988'></a></html>----**1988**---- 
-  -<html><a name='sdccs198877'></a></html> "Dedix87 - A Supervisory System for Design Diversity Experiments at UCLA," A. Avizienis, **M.R. Lyu**, W. Schuetz, K. Tso, and U. Voges, //in Software Diversity in Computerized Control Systems//, U.Voges (ed.), Springer-Verlag, Wien, New York, 1988, pp. 129-168.\\ [<color black/aqua >SE</color>]\\ \\  
 
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