Intelligent computing theories and technology : 9th International Conference, ICIC 2013, Nanning, China, July 28-31, 2013. Proceedings / De-Shuang Huang, Kang-Hyun Jo, Yong-Quan Zhou, Kyungsook Han (eds.).

By: (9th : International Conference on Intelligent Computing (9th : 2013 : Nanning, China)
Contributor(s): Huang, De-Shuang [editor.]
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7996.; LNCS sublibrary: Publisher: Heidelberg : Springer, 2013Description: 1 online resource (xxiv, 693 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642394829; 3642394825; 3642394817; 9783642394812Other title: ICIC 2013Subject(s): Computational intelligence -- Congresses | Neural networks (Computer science) -- Congresses | Computer algorithms -- Congresses | Expert systems (Computer science) -- Congresses | Computational intelligence | Computer algorithms | Expert systems (Computer science) | Neural networks (Computer science) | Engineering & Applied Sciences | Mechanical Engineering | Computer Science | Mechanical Engineering -- General | Algorithms | Neural Networks, Computer | Expert Systems | Artificial IntelligenceGenre/Form: Congress. | Electronic books. | Ebook. | Conference papers and proceedings. Additional physical formats: Printed edition:: No titleDDC classification: 006.3 LOC classification: Q342 | .I58 2013Online resources: Click here to access online
Contents:
Systems Biology and Computational Biology. Research on Signaling Pathways Reconstruction by Integrating High Content RNAi Screening and Functional Gene Network / Zhu-Hong You [and others] -- Cognitive Science and Computational Neuroscience. A Preliminary Study of Memory Functions in Unaffected First-Degree Relatives of Schizophrenia / Xiao-Yan Cao, Zhi Li, Raymond C.K. Chan -- Knowledge Discovery and Data Mining. Classifying Aging Genes into DNA Repair or Non-DNA Repair-Related Categories / Yaping Fang [and others] -- Data Mining with Ant Colony Algorithms / Ilaim Costa Junior -- Content-Based Diversifying Leaf Image Retrieval / Sheng-Ping Zhu, Ji-Xiang Du, Chuan-Min Zhai -- Machine Learning Theory and Methods. Binary Coded Output Support Vector Machine / Tao Ye, Xuefeng Zhu -- Biomedical Informatics Theory and Methods. Edge Multi-scale Markov Random Field Model Based Medical Image Segmentation in Wavelet Domain / Wenjing Tang, Caiming Zhang, Hailin Zou.
Complex Systems Theory and Methods. Model of Opinion Interactions Base on Evolutionary Game in Social Network / Li Liu, Yuanzhuo Wang, Songtao Liu -- Natural Language Processing and Computational Linguistics. A Possibilistic Query Translation Approach for Cross-Language Information Retrieval / Wiem Ben Romdhane [and others] -- Fuzzy Theory and Models. Three Kinds of Negation of Fuzzy Knowledge and Their Base of Logic / Zhenghua Pan -- Experimental Teaching Quality Evaluation Practice Based on AHP-Fuzzy Comprehensive Evaluation Model / Yinjuan Huang, Liujia Huang -- Behavior of the Soft Constraints Method Applied to Interval Type-2 Fuzzy Linear Programming Problems / Juan C. Figueroa-García, Germán Hernández -- Fuzzy Systems and Soft Computing. Surprise Simulation Using Fuzzy Logic / Rui Qiao [and others] -- Colon Cell Image Segmentation Based on Level Set and Kernel-Based Fuzzy Clustering / Amin Gharipour, Alan Wee-Chung Liew.
Particle Swarm Optimization and Niche Technology. High Dimensional Problem Based on Elite-Grouped Adaptive Particle Swarm Optimization / Haiping Yu, Xueyan Li -- An Improved Particle Swarm Optimization Algorithm with Quadratic Interpolation / Fengli Zhou, Haiping Yu -- A New Gene Selection Method for Microarray Data Based on PSO and Informativeness Metric / Jian Guan, Fei Han, Shanxiu Yang -- A Hybrid Attractive and Repulsive Particle Swarm Optimization Based on Gradient Search / Qing Liu, Fei Han -- Video Target Tracking Based on a New Adaptive Particle Swarm Optimization Particle Filter / Feng Liu, Shi-bin Xuan, Xiang-pin Liu -- Swarm Intelligence and Optimization. Firefly Algorithm and Pattern Search Hybridized for Global Optimization / Mahdiyeh Eslami, Hussain Shareef, Mohammad Khajehzadeh -- Differential Lévy-Flights Bat Algorithm for Minimization Makespan in Permutation Flow Shops / Jian Xie, Yongquan Zhou, Zhonghua Tang.
Cloud Model Glowworm Swarm Optimization Algorithm for Functions Optimization / Qiang Zhou, Yongquan Zhou, Xin Chen -- An Improved Glowworm Swarm Optimization Algorithm Based on Parallel Hybrid Mutation / Zhonghua Tang, Yongquan Zhou, Xin Chen -- Bat Algorithm with Recollection / Wen Wang, Yong Wang, Xiaowei Wang -- An Adaptive Bat Algorithm / Xiaowei Wang, Wen Wang, Yong Wang -- Comparative Study of Artificial Bee Colony Algorithms with Heuristic Swap Operators for Traveling Salesman Problem / Zhonghua Li [and others] -- Unsupervised and Reinforcement Learning. Kernel k'-means Algorithm for Clustering Analysis / Yue Zhao, Shuyi Zhang, Jinwen Ma -- Intelligent Computing in Bioinformatics. Recursive Feature Elimination Based on Linear Discriminant Analysis for Molecular Selection and Classification of Diseases / Edmundo Bonilla Huerta, Roberto Morales Caporal, Marco Antonio Arjona -- Inferring Transcriptional Modules from Microarray and ChIP-Chip Data Using Penalized Matrix Decomposition / Chun-Hou Zheng [and others].
Mathematical Inference and Application of Expectation-Maximization Algorithm in the Construction of Phylogenetic Tree / Kai Yang, Deshuang Huang -- Dimensionality Reduction for Microarray Data Using Local Mean Based Discriminant Analysis / Yan Cui, Chun-Hou Zheng, Jian Yang -- Machine Learning-Based Approaches Identify a Key Physicochemical Property for Accurately Predicting Polyadenlylation Signals in Genomic Sequences / HaiBo Cui, Jia Wang -- Disease-Related Gene Expression Analysis Using an Ensemble Statistical Test Method / Bing Wang, Zhiwei Ji -- A Novel Method for Palmprint Feature Extraction Based on Modified Pulse-Coupled Neural Network / Wen-Jun Huai, Li Shang -- Intelligent Computing in Petri Nets/Transportation Systems. An Improved Squeaky Wheel Optimization Approach to the Airport Gates Assignment Problem / Cuiling Yu, Xueyan Song -- Intelligent Computing in Social Networking. Study on Rumor Spreading Simulation Model in Collective Violent Events / Bu Fanliang, Dang Huisen.
Intelligent Computing in Network Software/Hardware. Particle Swarm Optimization-Neural Network Algorithm and Its Application in the Genericarameter of Microstrip Line / Guangbo Wang [and others] -- Fair Virtual Network Embedding Algorithm with Repeatable Pre-configuration Mechanism / Cong Wang, Ying Yuan, Ying Yang -- Intelligent Control and Automation. Dynamic Obstacle-Avoiding Path Planning for Robots Based on Modified Potential Field Method / Qi Zhang [and others] -- On Incremental Adaptive Strategies / Mingxuan Sun -- Intelligent Data Fusion and Information Security. Quantitative Evaluation across Software Development Life Cycle Based on Evidence Theory / Weixiang Zhang, Wenhong Liu, Xin Wu -- B1 Signal Acquisition Method for BDS Software Receiver / Jiang Liu, Baigen Cai, Jian Wang.
Intelligent Sensor Networks. Isomerism Multiple-Path Routing Algorithm of Intelligent Terminals / Liu Di -- Prediction Based Quantile Filter for Top-k Query Processing in Wireless Sensor Networks / Hui Zhang [and others] -- Intelligent Fault Diagnosis. An Automatic Generation Strategy for Test Cases Based on Constraints / Dandan He, Lijuan Wang, Ruijie Liu -- Intelligent Computing in Signal Processing. Nonlinear Dynamic Analysis of Pathological Voices / Fang Chunying [and others] -- A New Algorithm of Frequency Estimation for Frequency-Hopping Signal / Jun Lv, Weitao Sun, Tong Li -- Seizure Detection in Clinical EEG Based on Multi-feature Integration and SVM / Shanshan Chen [and others] -- PEEC Modeling for Linear and Platy Structures with Efficient Capacitance Calculations / Yanchao Sun [and others] -- A Novel Image Retrieval Method Based on Mutual Information Descriptors / Gang Hou [and others] -- Intelligent Computing in Pattern Recognition.
Tumor Gene Expressive Data Classification Based on Locally Linear Representation Fisher Criterion / Bo Li, Bei-Bei Tian, Jin Liu -- Sparse Signal Analysis Using Ramanujan Sums / Guangyi Chen [and others] -- Eigenface-Based Sparse Representation for Face Recognition / Yi-Fu Hou [and others] -- Facial Expression Recognition Based on Adaptive Weighted Fusion Histograms / Min Hu [and others] -- Intelligent Computing in Biometrics Recognition. An Efficient Indexing Scheme for Iris Biometric Using K-d-b Trees / Hunny Mehrotra, Banshidhar Majhi -- Intelligent Computing in Image Processing. Research on Remote Sensing Images Online Processing Platform Based on Web Service / Xiujuan Tian, Binge Cui -- An Advanced Particle Swarm Optimization Based on Good-Point Set and Application to Motion Estimation / Xiang-pin Liu, Shi-bin Xuan, Feng Liu -- Contour Segmentation Based on GVF Snake Model and Contourlet Transform / Xinhong Zhang [and others].
Australian Sign Language Recognition Using Moment Invariants / Prashan Premaratne [and others] -- Palmprint Recognition Method Based on a New Kernel Sparse Representation Method / Li Shang -- Intelligent Computing in Computer Vision. A Linear Method for Determining Intrinsic Parameters from Two Parallel Line-Segments / Jianliang Tang, Jie Wang, Wensheng Chen -- Real-Time Visual Tracking Based on an Appearance Model and a Motion Mode / Guizi Li, Lin Zhang, Hongyu Li -- Vanishing Point Based Image Segmentation and Clustering for Omnidirectional Image / Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo -- Special Session on Biometrics System and Security for Intelligent Computing. Secure SMS Based Automatic Device Pairing Approach for Mobile Phones / Shoohira Aftab [and others] -- Special Session on Bio-inspired Computing and Applications. Optimization Algorithm Based on Biology Life Cycle Theory / Hai Shen [and others].
An Idea Based on Plant Root Growth for Numerical Optimization / Xiangbo Qi [and others] -- A Bacterial Colony Chemotaxis Algorithm with Self-adaptive Mechanism / Xiaoxian He [and others] -- Using Dynamic Multi-Swarm Particle Swarm Optimizer to Improve the Image Sparse Decomposition Based on Matching Pursuit / C. Chen [and others] -- Research and Analysis on Ionospheric Composition Based on Particle Swarm Optimization / Tie-Jun Chen [and others] -- An Improved Harmony Search Algorithms Based on Particle Swarm Optimizer / Guangwei Song [and others] -- An Emergency Vehicle Scheduling Problem with Time Utility Based on Particle Swarm Optimization / Xiaobing Gan [and others] -- DEABC Algorithm for Perishable Goods Vehicle Routing Problem / Li Li, Fangmin Yao, Ben Niu -- BFO with Information Communicational System Based on Different Topologies Structure / Qiwei Gu [and others].
Summary: This book constitutes the refereed proceedings of the 9th International Conference on Intelligent Computing, ICIC 2013, held in Nanning, China, in July 2013. The 79 revised full papers presented were carefully reviewed and selected from 561 submissions. The papers are organized in topical sections on systems biology and computational biology; cognitive science and computational neuroscience; knowledge discovery and data mining; machine learning theory and methods; biomedical informatics theory and methods; complex systems theory and methods; natural language processing and computational linguistics; fuzzy theory and models; fuzzy systems and soft computing; particle swarm optimization and niche technology; swarm intelligence and optimization; unsupervised and reinforcement learning; intelligent computing in bioinformatics; intelligent computing in Petri nets/transportation systems; intelligent computing in social networking; intelligent computing in network software/hardware; intelligent control and automation; intelligent data fusion and information security; intelligent sensor networks; intelligent fault diagnosis; intelligent computing in signal processing; intelligent computing in pattern recognition; intelligent computing in biometrics recognition; intelligent computing in image processing; intelligent computing in computer vision; special session on biometrics system and security for intelligent computing; special session on bio-inspired computing and applications; special session on intelligent computing and personalized assisted living; computer human interaction using multiple visual cues and intelligent computing; and special session on protein and gene bioinformatics: analysis, algorithms and applications.
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880-01 Systems Biology and Computational Biology. Research on Signaling Pathways Reconstruction by Integrating High Content RNAi Screening and Functional Gene Network / Zhu-Hong You [and others] -- Cognitive Science and Computational Neuroscience. A Preliminary Study of Memory Functions in Unaffected First-Degree Relatives of Schizophrenia / Xiao-Yan Cao, Zhi Li, Raymond C.K. Chan -- Knowledge Discovery and Data Mining. Classifying Aging Genes into DNA Repair or Non-DNA Repair-Related Categories / Yaping Fang [and others] -- Data Mining with Ant Colony Algorithms / Ilaim Costa Junior -- Content-Based Diversifying Leaf Image Retrieval / Sheng-Ping Zhu, Ji-Xiang Du, Chuan-Min Zhai -- Machine Learning Theory and Methods. Binary Coded Output Support Vector Machine / Tao Ye, Xuefeng Zhu -- Biomedical Informatics Theory and Methods. Edge Multi-scale Markov Random Field Model Based Medical Image Segmentation in Wavelet Domain / Wenjing Tang, Caiming Zhang, Hailin Zou.

Complex Systems Theory and Methods. Model of Opinion Interactions Base on Evolutionary Game in Social Network / Li Liu, Yuanzhuo Wang, Songtao Liu -- Natural Language Processing and Computational Linguistics. A Possibilistic Query Translation Approach for Cross-Language Information Retrieval / Wiem Ben Romdhane [and others] -- Fuzzy Theory and Models. Three Kinds of Negation of Fuzzy Knowledge and Their Base of Logic / Zhenghua Pan -- Experimental Teaching Quality Evaluation Practice Based on AHP-Fuzzy Comprehensive Evaluation Model / Yinjuan Huang, Liujia Huang -- Behavior of the Soft Constraints Method Applied to Interval Type-2 Fuzzy Linear Programming Problems / Juan C. Figueroa-García, Germán Hernández -- Fuzzy Systems and Soft Computing. Surprise Simulation Using Fuzzy Logic / Rui Qiao [and others] -- Colon Cell Image Segmentation Based on Level Set and Kernel-Based Fuzzy Clustering / Amin Gharipour, Alan Wee-Chung Liew.

Particle Swarm Optimization and Niche Technology. High Dimensional Problem Based on Elite-Grouped Adaptive Particle Swarm Optimization / Haiping Yu, Xueyan Li -- An Improved Particle Swarm Optimization Algorithm with Quadratic Interpolation / Fengli Zhou, Haiping Yu -- A New Gene Selection Method for Microarray Data Based on PSO and Informativeness Metric / Jian Guan, Fei Han, Shanxiu Yang -- A Hybrid Attractive and Repulsive Particle Swarm Optimization Based on Gradient Search / Qing Liu, Fei Han -- Video Target Tracking Based on a New Adaptive Particle Swarm Optimization Particle Filter / Feng Liu, Shi-bin Xuan, Xiang-pin Liu -- Swarm Intelligence and Optimization. Firefly Algorithm and Pattern Search Hybridized for Global Optimization / Mahdiyeh Eslami, Hussain Shareef, Mohammad Khajehzadeh -- Differential Lévy-Flights Bat Algorithm for Minimization Makespan in Permutation Flow Shops / Jian Xie, Yongquan Zhou, Zhonghua Tang.

Cloud Model Glowworm Swarm Optimization Algorithm for Functions Optimization / Qiang Zhou, Yongquan Zhou, Xin Chen -- An Improved Glowworm Swarm Optimization Algorithm Based on Parallel Hybrid Mutation / Zhonghua Tang, Yongquan Zhou, Xin Chen -- Bat Algorithm with Recollection / Wen Wang, Yong Wang, Xiaowei Wang -- An Adaptive Bat Algorithm / Xiaowei Wang, Wen Wang, Yong Wang -- Comparative Study of Artificial Bee Colony Algorithms with Heuristic Swap Operators for Traveling Salesman Problem / Zhonghua Li [and others] -- Unsupervised and Reinforcement Learning. Kernel k'-means Algorithm for Clustering Analysis / Yue Zhao, Shuyi Zhang, Jinwen Ma -- Intelligent Computing in Bioinformatics. Recursive Feature Elimination Based on Linear Discriminant Analysis for Molecular Selection and Classification of Diseases / Edmundo Bonilla Huerta, Roberto Morales Caporal, Marco Antonio Arjona -- Inferring Transcriptional Modules from Microarray and ChIP-Chip Data Using Penalized Matrix Decomposition / Chun-Hou Zheng [and others].

Mathematical Inference and Application of Expectation-Maximization Algorithm in the Construction of Phylogenetic Tree / Kai Yang, Deshuang Huang -- Dimensionality Reduction for Microarray Data Using Local Mean Based Discriminant Analysis / Yan Cui, Chun-Hou Zheng, Jian Yang -- Machine Learning-Based Approaches Identify a Key Physicochemical Property for Accurately Predicting Polyadenlylation Signals in Genomic Sequences / HaiBo Cui, Jia Wang -- Disease-Related Gene Expression Analysis Using an Ensemble Statistical Test Method / Bing Wang, Zhiwei Ji -- A Novel Method for Palmprint Feature Extraction Based on Modified Pulse-Coupled Neural Network / Wen-Jun Huai, Li Shang -- Intelligent Computing in Petri Nets/Transportation Systems. An Improved Squeaky Wheel Optimization Approach to the Airport Gates Assignment Problem / Cuiling Yu, Xueyan Song -- Intelligent Computing in Social Networking. Study on Rumor Spreading Simulation Model in Collective Violent Events / Bu Fanliang, Dang Huisen.

Intelligent Computing in Network Software/Hardware. Particle Swarm Optimization-Neural Network Algorithm and Its Application in the Genericarameter of Microstrip Line / Guangbo Wang [and others] -- Fair Virtual Network Embedding Algorithm with Repeatable Pre-configuration Mechanism / Cong Wang, Ying Yuan, Ying Yang -- Intelligent Control and Automation. Dynamic Obstacle-Avoiding Path Planning for Robots Based on Modified Potential Field Method / Qi Zhang [and others] -- On Incremental Adaptive Strategies / Mingxuan Sun -- Intelligent Data Fusion and Information Security. Quantitative Evaluation across Software Development Life Cycle Based on Evidence Theory / Weixiang Zhang, Wenhong Liu, Xin Wu -- B1 Signal Acquisition Method for BDS Software Receiver / Jiang Liu, Baigen Cai, Jian Wang.

Intelligent Sensor Networks. Isomerism Multiple-Path Routing Algorithm of Intelligent Terminals / Liu Di -- Prediction Based Quantile Filter for Top-k Query Processing in Wireless Sensor Networks / Hui Zhang [and others] -- Intelligent Fault Diagnosis. An Automatic Generation Strategy for Test Cases Based on Constraints / Dandan He, Lijuan Wang, Ruijie Liu -- Intelligent Computing in Signal Processing. Nonlinear Dynamic Analysis of Pathological Voices / Fang Chunying [and others] -- A New Algorithm of Frequency Estimation for Frequency-Hopping Signal / Jun Lv, Weitao Sun, Tong Li -- Seizure Detection in Clinical EEG Based on Multi-feature Integration and SVM / Shanshan Chen [and others] -- PEEC Modeling for Linear and Platy Structures with Efficient Capacitance Calculations / Yanchao Sun [and others] -- A Novel Image Retrieval Method Based on Mutual Information Descriptors / Gang Hou [and others] -- Intelligent Computing in Pattern Recognition.

Tumor Gene Expressive Data Classification Based on Locally Linear Representation Fisher Criterion / Bo Li, Bei-Bei Tian, Jin Liu -- Sparse Signal Analysis Using Ramanujan Sums / Guangyi Chen [and others] -- Eigenface-Based Sparse Representation for Face Recognition / Yi-Fu Hou [and others] -- Facial Expression Recognition Based on Adaptive Weighted Fusion Histograms / Min Hu [and others] -- Intelligent Computing in Biometrics Recognition. An Efficient Indexing Scheme for Iris Biometric Using K-d-b Trees / Hunny Mehrotra, Banshidhar Majhi -- Intelligent Computing in Image Processing. Research on Remote Sensing Images Online Processing Platform Based on Web Service / Xiujuan Tian, Binge Cui -- An Advanced Particle Swarm Optimization Based on Good-Point Set and Application to Motion Estimation / Xiang-pin Liu, Shi-bin Xuan, Feng Liu -- Contour Segmentation Based on GVF Snake Model and Contourlet Transform / Xinhong Zhang [and others].

Australian Sign Language Recognition Using Moment Invariants / Prashan Premaratne [and others] -- Palmprint Recognition Method Based on a New Kernel Sparse Representation Method / Li Shang -- Intelligent Computing in Computer Vision. A Linear Method for Determining Intrinsic Parameters from Two Parallel Line-Segments / Jianliang Tang, Jie Wang, Wensheng Chen -- Real-Time Visual Tracking Based on an Appearance Model and a Motion Mode / Guizi Li, Lin Zhang, Hongyu Li -- Vanishing Point Based Image Segmentation and Clustering for Omnidirectional Image / Danilo Cáceres Hernández, Van-Dung Hoang, Kang-Hyun Jo -- Special Session on Biometrics System and Security for Intelligent Computing. Secure SMS Based Automatic Device Pairing Approach for Mobile Phones / Shoohira Aftab [and others] -- Special Session on Bio-inspired Computing and Applications. Optimization Algorithm Based on Biology Life Cycle Theory / Hai Shen [and others].

An Idea Based on Plant Root Growth for Numerical Optimization / Xiangbo Qi [and others] -- A Bacterial Colony Chemotaxis Algorithm with Self-adaptive Mechanism / Xiaoxian He [and others] -- Using Dynamic Multi-Swarm Particle Swarm Optimizer to Improve the Image Sparse Decomposition Based on Matching Pursuit / C. Chen [and others] -- Research and Analysis on Ionospheric Composition Based on Particle Swarm Optimization / Tie-Jun Chen [and others] -- An Improved Harmony Search Algorithms Based on Particle Swarm Optimizer / Guangwei Song [and others] -- An Emergency Vehicle Scheduling Problem with Time Utility Based on Particle Swarm Optimization / Xiaobing Gan [and others] -- DEABC Algorithm for Perishable Goods Vehicle Routing Problem / Li Li, Fangmin Yao, Ben Niu -- BFO with Information Communicational System Based on Different Topologies Structure / Qiwei Gu [and others].

International conference proceedings.

This book constitutes the refereed proceedings of the 9th International Conference on Intelligent Computing, ICIC 2013, held in Nanning, China, in July 2013. The 79 revised full papers presented were carefully reviewed and selected from 561 submissions. The papers are organized in topical sections on systems biology and computational biology; cognitive science and computational neuroscience; knowledge discovery and data mining; machine learning theory and methods; biomedical informatics theory and methods; complex systems theory and methods; natural language processing and computational linguistics; fuzzy theory and models; fuzzy systems and soft computing; particle swarm optimization and niche technology; swarm intelligence and optimization; unsupervised and reinforcement learning; intelligent computing in bioinformatics; intelligent computing in Petri nets/transportation systems; intelligent computing in social networking; intelligent computing in network software/hardware; intelligent control and automation; intelligent data fusion and information security; intelligent sensor networks; intelligent fault diagnosis; intelligent computing in signal processing; intelligent computing in pattern recognition; intelligent computing in biometrics recognition; intelligent computing in image processing; intelligent computing in computer vision; special session on biometrics system and security for intelligent computing; special session on bio-inspired computing and applications; special session on intelligent computing and personalized assisted living; computer human interaction using multiple visual cues and intelligent computing; and special session on protein and gene bioinformatics: analysis, algorithms and applications.

Includes author index.

Online resource; title from PDF title page (SpringerLink, viewed August 20, 2013).

Includes author index.

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