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Artificial intelligence and mobile services - AIMS 2021 : 10th International Conference, held as part of the Services Conference Federation, SCF 2021, Virtual event, December 10-14, 2021, proceedings / / editors, Yi Pan [and four others]
| Artificial intelligence and mobile services - AIMS 2021 : 10th International Conference, held as part of the Services Conference Federation, SCF 2021, Virtual event, December 10-14, 2021, proceedings / / editors, Yi Pan [and four others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (123 pages) |
| Disciplina | 006.3 |
| Collana | Lecture notes in computer science |
| Soggetto topico |
Artificial intelligence
Mobile computing Computer engineering |
| ISBN | 3-030-96033-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910544877503321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial intelligence and mobile services - AIMS 2021 : 10th International Conference, held as part of the Services Conference Federation, SCF 2021, Virtual event, December 10-14, 2021, proceedings / / editors, Yi Pan [and four others]
| Artificial intelligence and mobile services - AIMS 2021 : 10th International Conference, held as part of the Services Conference Federation, SCF 2021, Virtual event, December 10-14, 2021, proceedings / / editors, Yi Pan [and four others] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (123 pages) |
| Disciplina | 006.3 |
| Collana | Lecture notes in computer science |
| Soggetto topico |
Artificial intelligence
Mobile computing Computer engineering |
| ISBN | 3-030-96033-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISA-996464550403316 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Emerging wireless LANs, wireless PANs, and wireless MANs : IEEE 802.11, IEEE 802.15, IEEE 802.16 wireless standard family / / edited by Yang Xiao, Yi Pan
| Emerging wireless LANs, wireless PANs, and wireless MANs : IEEE 802.11, IEEE 802.15, IEEE 802.16 wireless standard family / / edited by Yang Xiao, Yi Pan |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , c2009 |
| Descrizione fisica | 1 online resource (648 p.) |
| Disciplina |
004.6/8
004.68 621.384 |
| Altri autori (Persone) |
XiaoYang <1966->
PanYi <1960-> |
| Collana | Wiley series on parallel and distributed computing |
| Soggetto topico |
IEEE 802.11 (Standard)
IEEE 802.16 (Standard) Wireless LANs - Standards Personal communication service systems - Standards Wireless metropolitan area networks - Standards |
| ISBN |
1-282-11283-X
9786612112836 0-470-40368-3 0-470-40367-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
PREFACE -- CONTRIBUTORS -- PART I: IEEE 802.11 WIRELESS LANs -- Chapter 1 IEEE 802.11 Medium Access Control and Physical Layers (Kaveh Ghaboosi, Matti Latva-aho, and Yang Xiao) -- Chapter 2 Framework for Decentralized Wireless LAN Resource Management (Jiang Xie, Ivan Howitt, and Anita Raja) -- Chapter 3 Incentive Issues in IEEE 802.11x Wireless Networks (Yu-Kwong Kwok) -- Chapter 4 Capacity and Rate Adaptation in IEEE 802.11 Wireless LANs (Ming Li and Yang Xiao) -- PART II IEEE 802.15.1 BLUETOOTH AND IEEE 802.15.2 -- Chapter 5 Overview of IEEE 802.15.1 Medium Access Control and Physical Layers (Kaveh Ghaboosi, Yang Xiao, and Jeff J. Robertson) -- Chapter 6 Overview of IEEE 802.15.2: Coexistence of Wireless Personal Area Networks with Other Unlicensed Frequency Bands Operating Wireless Devices (Kaveh Ghaboosi, Yang Xiao, Matti Latva-aho, and Babak H. Khalaj) -- Chapter 7 Coexistence of Bluetooth Piconets and Wireless LAN (Jingli Li and Xiangqian Liu) -- PART III IEEE 802.15.3 WIRELESS PANs -- Chapter 8 Frame Format, Channel Access, and Piconet Operation of IEEE 802.15.3 Wireless PANs (Yang Xiao, Michael J. Plyler, Bo Sun, and Yi Pan) -- Chapter 9 Power Management and Security of IEEE 802.15.3 Wireless PANs (Yang Xiao, Michael J. Plyler, Bo Sun, and Yi Pan) -- Chapter 10 Performance Evaluation and Optimization of IEEE 802.15.3 Piconets (Zhanping Yin and Victor C. M. Leung) -- Chapter 11 Performance Analysis of MB-OFDM UWB Systems (Chris Snow, Lutz Lampe, and Robert Schoberg) -- Chapter 12 Distributed Solution for Resource Allocation in Ultra-Wideband Wireless PANs (Hai Jiang, Kuang-Hao Liu, Weihua Zhuang, and Xuemin (Sherman) Shen) -- PART IV IEEE 802.15.4 AND 802.15.5 WIRELESS PANs -- Chapter 13 IEEE 802.15.4 Medium Access Control and Physical Layers (Yang Xiao, Michael J. Plyler, Ming Li, and Fei Hu) -- Chapter 14 Performance Analysis for IEEE 802.15.4 Wireless Personal Area Networks (Hsueh-Wen Tseng, Yu-Kai Huang, and Ai-Chun Pang) -- Chapter 15 Data Transmission and Beacon Scheduling in Low Rate Wireless Mesh Personal Area Networks (Jianliang Zheng).
Chapter 16 Impact of Reliable and Secure Sensing on Cluster Lifetime in IEEE 802.15.4 Networks (Jelena Misic) -- Chapter 17 IEEE 802.15.5: Recommended Practice for WPAN Mesh Network (Low Data Rate) (Chunhui Zhu and Myung J. Lee) -- Chapter 18 Power-Saving Algorithms on IEEE 802.15.4 for Wireless Sensor Networks (Tae Rim Park and Myung J. Lee) -- PART V IEEE 802.16 WIRELESS MANs -- Chapter 19 IEEE 802.16 Medium Access Control and Physical Layers (Yang Xiao, Michael J. Plyler, Tianji Li, and Fei Hu) -- Chapter 20 QoS Support for WiMAX (Usman A. Ali, Qiang Ni, Yang Xiao, Wenbing Yao, and Dionysios Skordoulis) -- Chapter 21 Subchannel Allocation and Connection Admission Control in OFDMA-Based IEEE 802.16/WiMAX-Compliant Infrastructure Wireless Mesh Networks (Dusit Niyato and Ekram Hossain) -- Chapter 22 Universal Authentication and Billing Architecture for Wireless MANs (Xiaodong Lin, Haojin Zhu, Minghui Shi, Rongxing Lu, Pin-Han Ho, and Xuemin (Sherman) Shen) -- Chapter 23 Scheduling Algorithms for WiMAX Networks: Simulator Development and Performance Study (Sai Suhas Kolukula, M. Sai Rupak, K. S. Sridharan, and Krishna M. Sivalingam) -- INDEX -- ABOUT THE EDITORS. |
| Record Nr. | UNINA-9910145957703321 |
| Hoboken, New Jersey : , : Wiley, , c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Emerging wireless LANs, wireless PANs, and wireless MANs : IEEE 802.11, IEEE 802.15, IEEE 802.16 wireless standard family / / edited by Yang Xiao, Yi Pan
| Emerging wireless LANs, wireless PANs, and wireless MANs : IEEE 802.11, IEEE 802.15, IEEE 802.16 wireless standard family / / edited by Yang Xiao, Yi Pan |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : Wiley, , c2009 |
| Descrizione fisica | 1 online resource (648 p.) |
| Disciplina |
004.6/8
004.68 621.384 |
| Altri autori (Persone) |
XiaoYang <1966->
PanYi <1960-> |
| Collana | Wiley series on parallel and distributed computing |
| Soggetto topico |
IEEE 802.11 (Standard)
IEEE 802.16 (Standard) Wireless LANs - Standards Personal communication service systems - Standards Wireless metropolitan area networks - Standards |
| ISBN |
1-282-11283-X
9786612112836 0-470-40368-3 0-470-40367-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
PREFACE -- CONTRIBUTORS -- PART I: IEEE 802.11 WIRELESS LANs -- Chapter 1 IEEE 802.11 Medium Access Control and Physical Layers (Kaveh Ghaboosi, Matti Latva-aho, and Yang Xiao) -- Chapter 2 Framework for Decentralized Wireless LAN Resource Management (Jiang Xie, Ivan Howitt, and Anita Raja) -- Chapter 3 Incentive Issues in IEEE 802.11x Wireless Networks (Yu-Kwong Kwok) -- Chapter 4 Capacity and Rate Adaptation in IEEE 802.11 Wireless LANs (Ming Li and Yang Xiao) -- PART II IEEE 802.15.1 BLUETOOTH AND IEEE 802.15.2 -- Chapter 5 Overview of IEEE 802.15.1 Medium Access Control and Physical Layers (Kaveh Ghaboosi, Yang Xiao, and Jeff J. Robertson) -- Chapter 6 Overview of IEEE 802.15.2: Coexistence of Wireless Personal Area Networks with Other Unlicensed Frequency Bands Operating Wireless Devices (Kaveh Ghaboosi, Yang Xiao, Matti Latva-aho, and Babak H. Khalaj) -- Chapter 7 Coexistence of Bluetooth Piconets and Wireless LAN (Jingli Li and Xiangqian Liu) -- PART III IEEE 802.15.3 WIRELESS PANs -- Chapter 8 Frame Format, Channel Access, and Piconet Operation of IEEE 802.15.3 Wireless PANs (Yang Xiao, Michael J. Plyler, Bo Sun, and Yi Pan) -- Chapter 9 Power Management and Security of IEEE 802.15.3 Wireless PANs (Yang Xiao, Michael J. Plyler, Bo Sun, and Yi Pan) -- Chapter 10 Performance Evaluation and Optimization of IEEE 802.15.3 Piconets (Zhanping Yin and Victor C. M. Leung) -- Chapter 11 Performance Analysis of MB-OFDM UWB Systems (Chris Snow, Lutz Lampe, and Robert Schoberg) -- Chapter 12 Distributed Solution for Resource Allocation in Ultra-Wideband Wireless PANs (Hai Jiang, Kuang-Hao Liu, Weihua Zhuang, and Xuemin (Sherman) Shen) -- PART IV IEEE 802.15.4 AND 802.15.5 WIRELESS PANs -- Chapter 13 IEEE 802.15.4 Medium Access Control and Physical Layers (Yang Xiao, Michael J. Plyler, Ming Li, and Fei Hu) -- Chapter 14 Performance Analysis for IEEE 802.15.4 Wireless Personal Area Networks (Hsueh-Wen Tseng, Yu-Kai Huang, and Ai-Chun Pang) -- Chapter 15 Data Transmission and Beacon Scheduling in Low Rate Wireless Mesh Personal Area Networks (Jianliang Zheng).
Chapter 16 Impact of Reliable and Secure Sensing on Cluster Lifetime in IEEE 802.15.4 Networks (Jelena Misic) -- Chapter 17 IEEE 802.15.5: Recommended Practice for WPAN Mesh Network (Low Data Rate) (Chunhui Zhu and Myung J. Lee) -- Chapter 18 Power-Saving Algorithms on IEEE 802.15.4 for Wireless Sensor Networks (Tae Rim Park and Myung J. Lee) -- PART V IEEE 802.16 WIRELESS MANs -- Chapter 19 IEEE 802.16 Medium Access Control and Physical Layers (Yang Xiao, Michael J. Plyler, Tianji Li, and Fei Hu) -- Chapter 20 QoS Support for WiMAX (Usman A. Ali, Qiang Ni, Yang Xiao, Wenbing Yao, and Dionysios Skordoulis) -- Chapter 21 Subchannel Allocation and Connection Admission Control in OFDMA-Based IEEE 802.16/WiMAX-Compliant Infrastructure Wireless Mesh Networks (Dusit Niyato and Ekram Hossain) -- Chapter 22 Universal Authentication and Billing Architecture for Wireless MANs (Xiaodong Lin, Haojin Zhu, Minghui Shi, Rongxing Lu, Pin-Han Ho, and Xuemin (Sherman) Shen) -- Chapter 23 Scheduling Algorithms for WiMAX Networks: Simulator Development and Performance Study (Sai Suhas Kolukula, M. Sai Rupak, K. S. Sridharan, and Krishna M. Sivalingam) -- INDEX -- ABOUT THE EDITORS. |
| Record Nr. | UNINA-9910831052303321 |
| Hoboken, New Jersey : , : Wiley, , c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
From problem toward solution [[electronic resource] ] : wireless sensor networks security / / Zhen Jiang and Yi Pan, editors
| From problem toward solution [[electronic resource] ] : wireless sensor networks security / / Zhen Jiang and Yi Pan, editors |
| Pubbl/distr/stampa | New York, : Nova Science Publishers, c2009 |
| Descrizione fisica | 1 online resource (398 p.) |
| Disciplina | 681/.25 |
| Altri autori (Persone) |
JiangZhen
PanYi <1960-> |
| Collana | Distributed, cluster and grid computing |
| Soggetto topico |
Sensor networks - Security measures
Wireless LANs - Security measures Wireless metropolitan area networks - Security measures Ad hoc networks (Computer networks) - Security measures |
| Soggetto genere / forma | Electronic books. |
| ISBN | 1-61209-732-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910465694603321 |
| New York, : Nova Science Publishers, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
From problem toward solution [[electronic resource] ] : wireless sensor networks security / / Zhen Jiang and Yi Pan, editors
| From problem toward solution [[electronic resource] ] : wireless sensor networks security / / Zhen Jiang and Yi Pan, editors |
| Pubbl/distr/stampa | New York, : Nova Science Publishers, c2009 |
| Descrizione fisica | 1 online resource (398 p.) |
| Disciplina | 681/.25 |
| Altri autori (Persone) |
JiangZhen
PanYi <1960-> |
| Collana | Distributed, cluster and grid computing |
| Soggetto topico |
Sensor networks - Security measures
Wireless LANs - Security measures Wireless metropolitan area networks - Security measures Ad hoc networks (Computer networks) - Security measures |
| ISBN | 1-61209-732-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910791821503321 |
| New York, : Nova Science Publishers, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
From problem toward solution [[electronic resource] ] : wireless sensor networks security / / Zhen Jiang and Yi Pan, editors
| From problem toward solution [[electronic resource] ] : wireless sensor networks security / / Zhen Jiang and Yi Pan, editors |
| Pubbl/distr/stampa | New York, : Nova Science Publishers, c2009 |
| Descrizione fisica | 1 online resource (398 p.) |
| Disciplina | 681/.25 |
| Altri autori (Persone) |
JiangZhen
PanYi <1960-> |
| Collana | Distributed, cluster and grid computing |
| Soggetto topico |
Sensor networks - Security measures
Wireless LANs - Security measures Wireless metropolitan area networks - Security measures Ad hoc networks (Computer networks) - Security measures |
| ISBN | 1-61209-732-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910815886303321 |
| New York, : Nova Science Publishers, c2009 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Knowledge discovery in bioinformatics [[electronic resource] ] : techniques, methods, and applications / / edited by Xiaohua Hu, Yi Pan
| Knowledge discovery in bioinformatics [[electronic resource] ] : techniques, methods, and applications / / edited by Xiaohua Hu, Yi Pan |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2007 |
| Descrizione fisica | 1 online resource (405 p.) |
| Disciplina |
570.285
570/.285 572.80285 |
| Altri autori (Persone) |
HuXiaohua <1960->
PanYi <1960-> |
| Collana | Wiley Series in Bioinformatics |
| Soggetto topico |
Bioinformatics
Computational biology |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-90018-0
9786610900183 0-470-12464-4 0-470-12463-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
KNOWLEDGE DISCOVERY IN BIOINFORMATICS; CONTENTS; Contributors; Preface; 1 Current Methods for Protein Secondary-Structure Prediction Based on Support Vector Machines; 1.1 Traditional Methods; 1.1.1 Statistical Approaches; 1.1.2 Machine Learning Approaches; 1.2 Support Vector Machine Method; 1.2.1 Introduction to SVM; 1.2.2 Encoding Profile; 1.2.3 Kernel Functions; 1.2.4 Tertiary Classifier Design; 1.2.5 Accuracy Measure of SVM; 1.3 Performance Comparison of SVM Methods; 1.4 Discussion and Conclusions; References; 2 Comparison of Seven Methods for Mining Hidden Links
2.1 Analysis of the Literature on Raynaud's Disease2.2 Related Work; 2.3 Methods; 2.3.1 Information Measures; 2.3.2 Ranking Methods; 2.3.3 Seven Methods; 2.4 Experiment Results and Analysis; 2.4.1 Data Set; 2.4.2 Chi-Square, Chi-Square Association Rule, and Mutual Information Link ABC Methods Compared; 2.4.3 Chi-Square ABC Method: Semantic Check for Mining Implicit Connections; 2.4.4 Chi-Square and Mutual Information Link ABC Methods; 2.5 Discussion and Conclusions; Acknowledgments; References; 3 Voting Scheme-Based Evolutionary Kernel Machines for Drug Activity Comparisons 3.1 Granular Kernel and Kernel Tree Design3.1.1 Definitions; 3.1.2 Granular Kernel Properties; 3.2 GKTSESs; 3.3 Evolutionary Voting Kernel Machines; 3.4 Simulations; 3.4.1 Data Set and Experimental Setup; 3.4.2 Experimental Results and Comparisons; 3.5 Conclusions and Future Work; Acknowledgments; References; 4 Bioinformatics Analyses of Arabidopsis thaliana Tiling Array Expression Data; 4.1 Tiling Array Design and Data Description; 4.1.1 Data; 4.1.2 Tiling Array Expression Patterns; 4.1.3 Tiling Array Data Analysis; 4.2 Ontology Analyses; 4.3 Antisense Regulation Identification 4.3.1 Antisense Silencing4.3.2 Antisense Regulation Identification; 4.4 Correlated Expression Between Two DNA Strands; 4.5 Identification of Nonprotein Coding mRNA; 4.6 Summary; Acknowledgments; References; 5 Identification of Marker Genes from High-Dimensional Microarray Data for Cancer Classification; 5.1 Feature Selection; 5.1.1 Taxonomy of Feature Selection; 5.1.2 Evaluation Criterion; 5.1.3 Generation Procedure; 5.2 Gene Selection; 5.2.1 Individual Gene Ranking; 5.2.2 Gene Subset Selection; 5.2.3 Summary of Gene Selection; 5.3 Comparative Study of Gene Selection Methods 5.3.1 Microarray Data Descriptions5.3.2 Gene Selection Approaches; 5.3.3 Experimental Results; 5.4 Conclusions and Discussion; Acknowledgments; References; 6 Patient Survival Prediction from Gene Expression Data; 6.1 General Methods; 6.1.1 Kaplan-Meier Survival Analysis; 6.1.2 Cox Proportional-Hazards Regression; 6.2 Applications; 6.2.1 Diffuse Large-B-Cell Lymphoma; 6.2.2 Lung Adenocarcinoma; 6.2.3 Remarks; 6.3 Incorporating Data Mining Techniques to Survival Prediction; 6.3.1 Gene Selection by Statistical Properties; 6.3.2 Cancer Subtype Identification via Survival Information 6.4 Selection of Extreme Patient Samples |
| Record Nr. | UNINA-9910143415403321 |
| Hoboken, N.J., : Wiley-Interscience, c2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Knowledge discovery in bioinformatics [[electronic resource] ] : techniques, methods, and applications / / edited by Xiaohua Hu, Yi Pan
| Knowledge discovery in bioinformatics [[electronic resource] ] : techniques, methods, and applications / / edited by Xiaohua Hu, Yi Pan |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2007 |
| Descrizione fisica | 1 online resource (405 p.) |
| Disciplina |
570.285
570/.285 572.80285 |
| Altri autori (Persone) |
HuXiaohua <1960->
PanYi <1960-> |
| Collana | Wiley Series in Bioinformatics |
| Soggetto topico |
Bioinformatics
Computational biology |
| ISBN |
1-280-90018-0
9786610900183 0-470-12464-4 0-470-12463-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
KNOWLEDGE DISCOVERY IN BIOINFORMATICS; CONTENTS; Contributors; Preface; 1 Current Methods for Protein Secondary-Structure Prediction Based on Support Vector Machines; 1.1 Traditional Methods; 1.1.1 Statistical Approaches; 1.1.2 Machine Learning Approaches; 1.2 Support Vector Machine Method; 1.2.1 Introduction to SVM; 1.2.2 Encoding Profile; 1.2.3 Kernel Functions; 1.2.4 Tertiary Classifier Design; 1.2.5 Accuracy Measure of SVM; 1.3 Performance Comparison of SVM Methods; 1.4 Discussion and Conclusions; References; 2 Comparison of Seven Methods for Mining Hidden Links
2.1 Analysis of the Literature on Raynaud's Disease2.2 Related Work; 2.3 Methods; 2.3.1 Information Measures; 2.3.2 Ranking Methods; 2.3.3 Seven Methods; 2.4 Experiment Results and Analysis; 2.4.1 Data Set; 2.4.2 Chi-Square, Chi-Square Association Rule, and Mutual Information Link ABC Methods Compared; 2.4.3 Chi-Square ABC Method: Semantic Check for Mining Implicit Connections; 2.4.4 Chi-Square and Mutual Information Link ABC Methods; 2.5 Discussion and Conclusions; Acknowledgments; References; 3 Voting Scheme-Based Evolutionary Kernel Machines for Drug Activity Comparisons 3.1 Granular Kernel and Kernel Tree Design3.1.1 Definitions; 3.1.2 Granular Kernel Properties; 3.2 GKTSESs; 3.3 Evolutionary Voting Kernel Machines; 3.4 Simulations; 3.4.1 Data Set and Experimental Setup; 3.4.2 Experimental Results and Comparisons; 3.5 Conclusions and Future Work; Acknowledgments; References; 4 Bioinformatics Analyses of Arabidopsis thaliana Tiling Array Expression Data; 4.1 Tiling Array Design and Data Description; 4.1.1 Data; 4.1.2 Tiling Array Expression Patterns; 4.1.3 Tiling Array Data Analysis; 4.2 Ontology Analyses; 4.3 Antisense Regulation Identification 4.3.1 Antisense Silencing4.3.2 Antisense Regulation Identification; 4.4 Correlated Expression Between Two DNA Strands; 4.5 Identification of Nonprotein Coding mRNA; 4.6 Summary; Acknowledgments; References; 5 Identification of Marker Genes from High-Dimensional Microarray Data for Cancer Classification; 5.1 Feature Selection; 5.1.1 Taxonomy of Feature Selection; 5.1.2 Evaluation Criterion; 5.1.3 Generation Procedure; 5.2 Gene Selection; 5.2.1 Individual Gene Ranking; 5.2.2 Gene Subset Selection; 5.2.3 Summary of Gene Selection; 5.3 Comparative Study of Gene Selection Methods 5.3.1 Microarray Data Descriptions5.3.2 Gene Selection Approaches; 5.3.3 Experimental Results; 5.4 Conclusions and Discussion; Acknowledgments; References; 6 Patient Survival Prediction from Gene Expression Data; 6.1 General Methods; 6.1.1 Kaplan-Meier Survival Analysis; 6.1.2 Cox Proportional-Hazards Regression; 6.2 Applications; 6.2.1 Diffuse Large-B-Cell Lymphoma; 6.2.2 Lung Adenocarcinoma; 6.2.3 Remarks; 6.3 Incorporating Data Mining Techniques to Survival Prediction; 6.3.1 Gene Selection by Statistical Properties; 6.3.2 Cancer Subtype Identification via Survival Information 6.4 Selection of Extreme Patient Samples |
| Record Nr. | UNINA-9910831180403321 |
| Hoboken, N.J., : Wiley-Interscience, c2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Knowledge discovery in bioinformatics [[electronic resource] ] : techniques, methods, and applications / / edited by Xiaohua Hu, Yi Pan
| Knowledge discovery in bioinformatics [[electronic resource] ] : techniques, methods, and applications / / edited by Xiaohua Hu, Yi Pan |
| Pubbl/distr/stampa | Hoboken, N.J., : Wiley-Interscience, c2007 |
| Descrizione fisica | 1 online resource (405 p.) |
| Disciplina |
570.285
570/.285 572.80285 |
| Altri autori (Persone) |
HuXiaohua <1960->
PanYi <1960-> |
| Collana | Wiley Series in Bioinformatics |
| Soggetto topico |
Bioinformatics
Computational biology |
| ISBN |
1-280-90018-0
9786610900183 0-470-12464-4 0-470-12463-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
KNOWLEDGE DISCOVERY IN BIOINFORMATICS; CONTENTS; Contributors; Preface; 1 Current Methods for Protein Secondary-Structure Prediction Based on Support Vector Machines; 1.1 Traditional Methods; 1.1.1 Statistical Approaches; 1.1.2 Machine Learning Approaches; 1.2 Support Vector Machine Method; 1.2.1 Introduction to SVM; 1.2.2 Encoding Profile; 1.2.3 Kernel Functions; 1.2.4 Tertiary Classifier Design; 1.2.5 Accuracy Measure of SVM; 1.3 Performance Comparison of SVM Methods; 1.4 Discussion and Conclusions; References; 2 Comparison of Seven Methods for Mining Hidden Links
2.1 Analysis of the Literature on Raynaud's Disease2.2 Related Work; 2.3 Methods; 2.3.1 Information Measures; 2.3.2 Ranking Methods; 2.3.3 Seven Methods; 2.4 Experiment Results and Analysis; 2.4.1 Data Set; 2.4.2 Chi-Square, Chi-Square Association Rule, and Mutual Information Link ABC Methods Compared; 2.4.3 Chi-Square ABC Method: Semantic Check for Mining Implicit Connections; 2.4.4 Chi-Square and Mutual Information Link ABC Methods; 2.5 Discussion and Conclusions; Acknowledgments; References; 3 Voting Scheme-Based Evolutionary Kernel Machines for Drug Activity Comparisons 3.1 Granular Kernel and Kernel Tree Design3.1.1 Definitions; 3.1.2 Granular Kernel Properties; 3.2 GKTSESs; 3.3 Evolutionary Voting Kernel Machines; 3.4 Simulations; 3.4.1 Data Set and Experimental Setup; 3.4.2 Experimental Results and Comparisons; 3.5 Conclusions and Future Work; Acknowledgments; References; 4 Bioinformatics Analyses of Arabidopsis thaliana Tiling Array Expression Data; 4.1 Tiling Array Design and Data Description; 4.1.1 Data; 4.1.2 Tiling Array Expression Patterns; 4.1.3 Tiling Array Data Analysis; 4.2 Ontology Analyses; 4.3 Antisense Regulation Identification 4.3.1 Antisense Silencing4.3.2 Antisense Regulation Identification; 4.4 Correlated Expression Between Two DNA Strands; 4.5 Identification of Nonprotein Coding mRNA; 4.6 Summary; Acknowledgments; References; 5 Identification of Marker Genes from High-Dimensional Microarray Data for Cancer Classification; 5.1 Feature Selection; 5.1.1 Taxonomy of Feature Selection; 5.1.2 Evaluation Criterion; 5.1.3 Generation Procedure; 5.2 Gene Selection; 5.2.1 Individual Gene Ranking; 5.2.2 Gene Subset Selection; 5.2.3 Summary of Gene Selection; 5.3 Comparative Study of Gene Selection Methods 5.3.1 Microarray Data Descriptions5.3.2 Gene Selection Approaches; 5.3.3 Experimental Results; 5.4 Conclusions and Discussion; Acknowledgments; References; 6 Patient Survival Prediction from Gene Expression Data; 6.1 General Methods; 6.1.1 Kaplan-Meier Survival Analysis; 6.1.2 Cox Proportional-Hazards Regression; 6.2 Applications; 6.2.1 Diffuse Large-B-Cell Lymphoma; 6.2.2 Lung Adenocarcinoma; 6.2.3 Remarks; 6.3 Incorporating Data Mining Techniques to Survival Prediction; 6.3.1 Gene Selection by Statistical Properties; 6.3.2 Cancer Subtype Identification via Survival Information 6.4 Selection of Extreme Patient Samples |
| Record Nr. | UNINA-9910841462703321 |
| Hoboken, N.J., : Wiley-Interscience, c2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
