基本信息
罗辛  男  博导  中国科学院重庆绿色智能技术研究院
电子邮件: luoxin21@cigit.ac.cn
通信地址: 重庆市北碚区方正大道266号
邮政编码:

研究领域

大数据挖掘与分析

推荐系统

社会网络分析

高维稀疏数据分析

招生信息

   
招生专业
081203-计算机应用技术
081202-计算机软件与理论
招生方向
大数据智能计算

教育背景

2005-09--2011-01   北京航空航天大学   博士
2001-09--2005-06   电子科技大学   本科
学历
   
学位
   

工作经历

   
工作简历
2014-02~2017-12,香港理工大学, 博士后、研究助理
2011-01~2014-01,重庆大学, 博士后
社会兼职
2017-10-01-今,国际期刊编委, IEEE/CAA Journal on Automatic Sinica AE
2017-05-31-今,国际期刊编委, IEEE Access AE
2017-03-31-今,IEEE学会高级会员, IEEE Senior Member
2016-12-31-今,国际期刊编委, Neurocomptuing AE
2012-12-31-今,国际期刊编委, Frontiers of Computer Sciences 青年AE

教授课程

JAVA程序设计
算法分析与设计

专利与奖励

   
奖励信息
(1) 重庆市自然科学奖, 三等奖, 省级, 2017
(2) ACM中国学术新星重庆分会奖, 一等奖, 省级, 2015
(3) 重庆市青年科技人才奖, 一等奖, 省级, 2014
(4) 重庆市科技进步奖, 二等奖, 省级, 2012
专利成果
( 1 ) 一种基于时间序列的Web服务响应时间预测方法, 发明, 2015, 第 3 作者, 专利号: 201210168757.2
( 2 ) 一种协同过滤推荐模型中调整学习速率的方法, 发明, 2014, 第 1 作者, 专利号: 201210168756.8
( 3 ) 一种WEB服务连接成功率的预测方法, 发明, 2015, 第 3 作者, 专利号: 201210245592.4
( 4 ) 基于关键区域的良好驾驶技术参数获取方法, 发明, 2015, 第 4 作者, 专利号: 201310424566.2
( 5 ) Web服务吞吐率预测方法, 发明, 2013, 第 4 作者, 专利号: 201110444847.5
( 6 ) 一种用户-商品点击率自适应预测装置和预测方法, 发明, 2016, 第 1 作者, 专利号: 201310162681.7
( 7 ) 一种基于响应时间趋势分析的Web服务系统访问量控制装置和方法, 发明, 2013, 第 2 作者, 专利号: CN201310415743.0
( 8 ) 一种缺失蛋白质相互作用关系补足方法和装置, 发明, 2015, 第 1 作者, 专利号: CN201510087543.6
( 9 ) 一种基于权重支持率的高通量筛选数据噪声抑制方法和装置, 发明, 2015, 第 1 作者, 专利号: CN201510087545.5
( 10 ) 基于可变斜率的缺失服务响应时间补足方法和装置, 发明, 2015, 第 1 作者, 专利号: CN201510087290.2
( 11 ) 基于非负聚合的缺失服务吞吐率补足方法和装置, 发明, 2015, 第 1 作者, 专利号: CN201510087331.8
( 12 ) 一种基于非负交替方向变换的用户特征抽取方法及抽取装置, 发明, 2015, 第 1 作者, 专利号: CN201510087359.1
( 13 ) 一种云数据中心主机延迟开机的方法、装置和系统, 发明, 2015, 第 3 作者, 专利号: CN201510147721.X
( 14 ) 一种云数据中心任务备份的方法、装置和系统, 发明, 2015, 第 3 作者, 专利号: CN201510147743.6
( 15 ) 一种构造数据补足值的方法, 发明, 2014, 第 3 作者, 专利号: CN201410013757.4
( 16 ) 一种特征抽取方法和装置, 发明, 2014, 第 1 作者, 专利号: CN201410013846.9
( 17 ) 云数据中心新增任务数动态控制装置、系统及方法, 发明, 2014, 第 2 作者, 专利号: CN201410315765.4
( 18 ) 一种云计算系统节点失效预警装置和方法, 发明, 2015, 第 1 作者, 专利号: CN201510562512.1
( 19 ) 一种损坏图像非负隐特征提取装置和方法, 发明, 2015, 第 3 作者, 专利号: CN201510567387.3
( 20 ) 一种云数据中心主机检查点设置的方法、装置和系统, 发明, 2015, 第 3 作者, 专利号: CN201510602543.5
( 21 ) 一种云数据中心任务分配方法、装置和系统, 发明, 2015, 第 3 作者, 专利号: CN201510603222.7
( 22 ) 一种面向性能的云数据中心轮休方法、装置和系统, 发明, 2015, 第 3 作者, 专利号: CN201510603193.4
( 23 ) 一种对个性化推荐结果进行优化的FR方法, 发明, 2014, 第 1 作者, 专利号: CN201110003783.5
( 24 ) 一种通过聚合对协同过滤推荐系统进行优化的方法, 发明, 2014, 第 2 作者, 专利号: CN201110059711.2
( 25 ) 一种协同过滤推荐模型的优化训练方法, 发明, 2015, 第 1 作者, 专利号: CN201210389800.8
( 26 ) 一种SOA服务平均故障间隔时间预测方法, 发明, 2016, 第 2 作者, 专利号: CN201210389811.6

出版信息

   
发表论文
(1) Neural Dynamics for Cooperative Control of Redundant Robot Manipulators, IEEE Trans. on Industrial Informatics, 2017, 第 3 作者
(2) A Highly-Accurate Framework for Self-Labeled Semi-Supervised Classification in Industrial Applications, IEEE Trans. on Industrial Informatics, 2017, 第 2 作者
(3) Velocity-Level Control with Compliance to Acceleration-Level Constraints: A Novel Scheme for Manipulator Redundancy Resolution, IEEE Trans. on Industrial Informatics, 2017, 第 4 作者
(4) Incremental Slope-one recommenders, Neurocomputing, 2017, 第 2 作者
(5) Long-term performance of collaborative filtering based recommenders in temporally evolving systems, Neurocomputing, 2017, 第 2 作者
(6) Self-training semi-supervised classification based on density peaks of data, Neurocomputing, 2017, 第 3 作者
(7) Emerging trends in evolving networks: Recent behaviour dominant and non-dominant model, Physica A-Statistical Mechanics and Its Applications, 2017, 第 3 作者
(8) Manipulability Optimization of Redundant Manipulators Using Dynamic Neural Networks., IEEE Trans. on Industrial Electronics, 2017, 第 4 作者
(9) Performance of latent factor models with extended linear biases, Knowledge-based System, 2017, 第 2 作者
(10) Effects of preprocessing and training biases in latent factor models for recommender systems, Knowledge-based System, 2017, 第 2 作者
(11) Long-term effects of user preference-oriented recommendation method on the evolution of online system, Physica A-Statistical Mechanics and Its Applications, 2017, 第 3 作者
(12) On dynamic performance estimation of fault-prone Infrastructure-as-a-Service clouds, International Journal of Distributed Sensor Networks, 2017, 第 8 作者
(13) Percentile Performance Estimation of Unreliable IaaS Clouds and Their Cost-Optimal Capacity Decision, IEEE Access, 2017, 第 5 作者
(14) Non-negativity Constrained Missing Data Estimation for High-dimensional and Sparse Matrices, CASE 2017, 2017, 第 1 作者
(15) Effect of linear biases in latent factor models on high-dimensional and sparse matrices from recommender systems, ICNSC 2017, 2017, 第 2 作者
(16) A dynamic neural controller for adaptive optimal control of permanent magnet DC motors., IJCNN 2017, 2017, 第 3 作者
(17) Nonlinearly-activated noise-tolerant zeroing neural network for distributed motion planning of multiple robot arms, IJCNN 2017, 2017, 第 3 作者
(18) Empirical analysis of collaborative filtering-based recommenders in temporally evolving systems, ICNSC 2017, 2017, 第 2 作者
(19) Incorporation of Efficient Second-order Solvers into Latent Factor Models for Accurate Prediction of Missing QoS Data, IEEE Trans. on Cybernetics, 2017, 第 1 作者
(20) Symmetric Non-negative Latent Factor Models for Undirected Large Networks, IJCAI 2017, 2017, 第 1 作者
(21) An Inherently Non-negative Latent Factor Model for High-dimensional and Sparse Matrices from Industrial Applications., IEEE Trans. on Industrial Informatics, 2017, 第 1 作者
(22) Modified Dual Neural Networks for Motion Control of Redundant Manipulators with Dynamic Rejection of Harmonic Noises., IEEE Trans. on Neural Networks and Learning Systems, 2017, 第 3 作者
(23) Symmetric and Non-negative Latent Factor Models for Undirected, High Dimensional and Sparse Networks in Industrial Applications., IEEE Trans. on Industrial Informatics, 2017, 第 1 作者
(24) Construction of reliable protein-protein interaction networks using weighted sparse representation based classifier with pseudo substitution matrix representation features, Neurocomputing, 2016, 第 7 作者
(25) On the performance and power consumption analysis of elastic clouds, Concurrency and Computation-Practice and Experience, 2016, 第 7 作者
(26) Sequence-based prediction of protein-protein interactions using weighted sparse representation model combined with global encoding, BMC Bioinformatics, 2016, 第 5 作者
(27) Regularized Extraction of Non-negative Latent Factors from High-dimensional Sparse Matrices, SMC 2016, 2016, 第 1 作者
(28) An Effective QoS Estimating Scheme via Alternating Direction Method-based Matrix Factorization, IEEE Trans. on Services Computing, 2016, 第 1 作者
(29) Efficient Extraction of Non-negative Latent Factors from High-Dimensional and Sparse Matrices in Industrial Applications, IEEE ICDM 2016, 2016, 第 1 作者
(30) A Non-negative Latent Factor Model for Large-scale Sparse Matrices in Recommender Systems via Alternating Direction Method, IEEE Trans. on Neural Networks and Learning Systems, 2016, 第 1 作者
(31) Generating Highly Accurate Predictions for Missing QoS-data via Aggregating Non-negative Latent Factor Models[, IEEE Trans. on Neural Networks and Learning Systems, 2016, 第 1 作者
(32) An Incremental-and-Static-Combined Scheme for Matrix-Factorization-Based Collaborative Filtering, IEEE Trans. on Automation Science and Engineering, 2016, 第 1 作者
(33) A Novel Approach to Extracting Non-negative Latent Factors from Big Sparse Matrices, IEEE Access, 2016, 第 1 作者
(34) Highly Efficient Framework for Predicting Interactions Between Proteins, IEEE Trans. on Cybernetics, 2016, 第 3 作者
(35) Inverse-free Extreme Learning Machine with Optimal Information Updating, IEEE Trans. on Cybernetics, 2016, 第 4 作者
(36) Distributed Winner-take-all in Dynamic Networks, IEEE Trans. on Automation Control, 2016, 第 3 作者
(37) Improved Protein-Protein Interactions Prediction via Weighted Sparse Representation Model combining Continuous Wavelet Descriptor and PseAA Composition, International Journal of Genomics, 2016, 第 3 作者
(38) Using Weighted Sparse Representation Model Combined with Discrete Cosine Transformation to Predict Protein-Protein Interactions from Protein Sequence, International Journal of Molecular Sciences, 2016, 第 3 作者
(39) Improving Network Topology-based Protein Interactome Mapping via Collaborative Filtering, Knowledge-Based Systems, 2015, 第 1 作者
(40) An Efficient Second-order Approach to Factorizing Sparse Matrices in Recommender Systems, IEEE Trans. on Industrial Informatics, 2015, 第 1 作者
(41) A Highly Efficient Approach to Protein Interactome Mapping Based on Collaborative Filtering Framework, Scientific Reports, 2015, 第 1 作者
(42) Stochastic Modeling and Performance Analysis of Migration-enabled and Error Prone Clouds, IEEE Trans. on Industrial Informatics, 2015, 第 3 作者
(43) A Stochastic Approach to Analysis of Energy-Aware Dvs-Enabled Cloud Datacenters, IEEE Trans. on Systems, Man, and Cybernetics: Systems, 2015, 第 3 作者
(44) Stochastic Modeling and Quality Evaluation of Infrastructure-as-a-Service Clouds, IEEE Trans. on Automation Science and Engineering, 2015, 第 3 作者
(45) A Time Series and Reduction-Based Model for Modeling and Qos Prediction of Service Compositions, Concurrency and Computation: Practice and Experience, 2015, 第 3 作者
(46) Large-scale Protein-Protein Interactions Detection by Integrating Big Biosensing Data with Computational Model, BioMed Research International, 2015, 第 3 作者
(47) Reliability Prediction of Ontology-Based Service Compositions Using Petri Net and Time Series Models, Scientific World Journal, 2014, 第 3 作者
(48) An Efficient Non-negative Matrix-factorization-based Approach to Collaborative-filtering for Recommender Systems, IEEE Trans. on Industrial Informatics, 2014, 第 1 作者
(49) Boosting the K-nearest-neighborhood Based Incremental Collaborative Filtering, Knowledge-Based Systems, 2013, 第 1 作者
(50) Applying the Learning Rate Adaptation to the Matrix Factorization Based Collaborative Filtering, Knowledge-Based Systems, 2013, 第 1 作者
(51) A Petri-Net-Based Approach to Reliability Determination of Ontology-Based Service Compositions, IEEE Trans on Systems, Man, and Cybernetics: Systems, 2013, 第 2 作者
(52) Modelling of Ontology-Based Service Compositions Using Petri-Net, ELEKTRONIKA IR ELEKTROTECHNIKA, 2013, 第 3 作者
(53) Incremental Collaborative Filtering Recommender Based on Regularized Matrix Factorization, Knowledge-Based Systems, 2012, 第 1 作者
(54) A Parallel Matrix Factorization Based Recommender by Alternating Stochastic Gradient Decent, Engineering Applications of Artificial Intelligence, 2012, 第 1 作者
(55) Improving Neighborhood Based Collaborative Filtering Via Integrated Folksonomy Information, Pattern Recognition Letters, 2012, 第 1 作者
(56) A Non-Markovian Stochastic Petri Net-Based Approach to Performance Evaluation of Ontology-Based Service Composition, Concurrency and Computation: Practice and Experience, 2012, 第 4 作者
(57) Improving Latent Factor Model Based Collaborative Filtering Via Integrated Folksonomy Factors, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2011, 第 1 作者
(58) Improving Matrix Factorization Based Recommender Via Ensemble Methods, International Journal of Information Technology & Decision Making, 2011, 第 1 作者
(59) FR: A Novel Strategy to Improve Item-Oriented Collaborative Filtering, Journal of Internet Technology, 2011, 第 1 作者
发表著作
   

科研活动

   

合作情况

   
项目协作单位
   

指导学生