Verfügbarkeit: Handbook of research on machine learning innovations and trends

Handbook of research on machine learning innovations and trends:

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Bibliographische Detailangaben
Weitere Verfasser:	Hassanien, Aboul Ella 1964- (HerausgeberIn), Gaber, Tarek 1975- (HerausgeberIn)
Format:	Buch
Sprache:	English
Veröffentlicht:	Hershey, PA IGI Global [2017]
Schriftenreihe:	Advances in computational intelligence and robotics (ACIR) book series
Schlagworte:	Maschinelles Lernen Aufsatzsammlung
Online-Zugang:	Inhaltsverzeichnis Klappentext
Beschreibung:	Includes bibliographical references and index
Beschreibung:	2 volumes
ISBN:	9781522522294

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Datensatz im Suchindex

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adam_text	Table of Contents Preface..............................................................xxxvi Volume I Section 1 State-of-the-Art Techniques Chapter 1 T-Spanner Problem: Genetic Algorithms for the T-Spanner Problem Riham Moharam. Suez Canal University, Egypt Ehab Morsy, Suez Canal University, Egypt Ismail A. Ismail, 6 October University, Egypt Chapter 2 Breast Cancer Diagnosis Using Relational Discriminant Analysis of Malignancy-Associated Changes.................................................................... Dmitry Klyushin, Kyiv National Taras Shevchenko University, Ukraine Natalia Boroday, National Academy of Sciences of Ukraine. Ukraine Kateryna Golubeva, Kyiv National Taras Shevchenko University. Ukraine Maryna Prysiazhna, Kyiv National Taras Shevchenko University, Ukraine Maksym Shlykov, Kyiv National Taras Shevchenko University. Ukraine 22 Chapter 3 Early-Stage Ovarian Cancer Diagnosis Using Fuzzy Rough Sets with SVM Classification Nora Shoaip, Mansoura University, Egypt Mohammed Elmogy, Mansoura University, Egypt Alaa M. Riad, Mansoura University, Egypt Hosam Zaghloul, Mansoura University, Egypt Farid A. Badria, Mansoura University, Egypt Chapter 4 Data Storage Security Service in Cloud Computing: Challenges and Solutions........ Alshaimaa Abo-alian, Ain Shams University, Egypt Nagwa L. Badr, Ain Shams University, Egypt Mohamed F. Tolba, Ain Shams University, Egypt Chapter 5 Workload Management Systems for the Cloud Environment.........................................94 Emän A. Maghawry. Ain Shams University Egypt Rasha M. Ismail, Ain Shams University. Egypt Nagwa L Badr, Ain Shams University, Egypt Mohamed F. Tolha, Ain Shams University, Egypt Chapter 6 Segmentation of Brain Tumor from MRI Images Based on Hybrid Clustering Techniques.............114 Eman A. Ahdel Maksoud, Mansoura University, Egypt Mohammed Elmogy, Mansoura University, Egypt Rashid Mokhtar Al-Awadi, Mansoura University, Egypt Chapter 7 Localization and Mapping for Indoor Navigation: Survey........................................136 Heha Gaher. Ain-Shams University, Egypt Mohamed Marey, Ain-Shams University, Egypt Safaa Amin, Ain-Shams University, Egypt Mohamed E Tolha, Ain-Shams University, Egypt Chapter 8 Enzyme Function Classification: Reviews, Approaches, and Trends...............................161 Mahir M. Sharif, Cairo University, Egypt Omdurman Islamic University, Sudan Scientific Research Group in Egypt (SRGE), Egypt Alaa Tharwat, Suez Canal University, Egypt Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Ahoul Ella Hassanien, Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Hesham A. Hefny, Cairo University, Egypt Chapter 9 A Review of Vessel Segmentation Methodologies and Algorithms: Comprehensive Review............187 Gehad Hassan, Fayoum University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Ahoul Ella Hassanien, Cairo University, Egypt Scientific Research Group in Egxpt (SRGE), Egypt Chapter 10 Cloud Services Publication and Discovery......................................................2()4 Yasmine M. Afify, Ain Shams University, Egypt Ibrahim F. Moawad, Ain Shams University, Egypt Nagwa L Badr, Ain Shams University, Egypt Mohamed F, Tolha, Ain Shams University, Egypt Section 2 Applications-Based Machine Learning Chapter 11 Enhancement of Data Quality in Health Care Industry: A Promising Data Quality Approach......230 Asmaa S. Abdo, Menoufia University, Egypt Rushed K. Salem, Menoufia University, Egypt Hatem M. Ahdul-Kader, Menoufia University, Egypt Chapter 12 Investigation of Software Reliability Prediction Using Statistical and Machine Learning Methods.....................................................................................251 Pradeep Kumar, Maulana Azad National Urdu University, India Abdul Wahid, Maulana Azad National Urdu University. India Chapter 13 Fuzzy-Based Approach for Reducing the Impacts of Climate Changes on Agricultural Crops......272 Ahmed M. Gadallah, Cairo University, Egypt Assem H. Mohammed, Cairo University, Egypt Chapter 14 Directional Multi-Scale Stationary Wavelet-Based Representation for Human Action Classification..............................................................................205 M. N. Al-Berry, Ain Shams University, Egypt Mohammed A. -M. Salem, Ain Shams University, Egypt H. M. Ebeid, Ain Shams University, Egypt A. S. Hussein, Arab Open University, Kuwait Mohamed F. Tolba, Ain Shams University, Egypt Chapter 15 Data Streams Processing Techniques Data Streams Processing Techniques.......................320 Fauna Mohamed, Ain Shams University, Egypt Rasha M. Ismail, Ain Shams University, Egypt Nagwa L Badr, Ain Shams University, Egypt Mohamed F. Tolba, Ain Shams University, Egypt Chapter 16 A Preparation Framework for EHR Data to Construct CBR Case-Base.............................345 Shaker El-Sappagh, Mansoura University, Egypt Mohammed Elmogy, Mansoura University, Egypt Alaa M. Riad, Mansoura University, Egypt Hosam Zaghloul, Mansoura University, Egypt Farid A. Badria, Mansoura University, Egypt Chapter 17 Detecting Significant Changes in Image Sequences............................................379 Sergii Mashtalir, Kharkiv National University of Radio Electronics, Ukraine Olena Mikhnova, Kharkiv Petro Vasylenko National Technical University of Agriculture, Ukraine Chapter 18 Multiple Sequence Alignment Optimization Using Meta-Heuristic Techniques....................409 Mohamed Issa, Zagazig University, Egypt Ahoul Ella Hassanien, Cairo University, Egypt Chapter 19 Recent Survey on Medical Image Segmentation.................................................424 Mohammed A.-M. Salem, Ain Shams University, Egypt Alaa Atef, Ain Shams University, Egypt Alaa Salah, Ain Shams University, Egypt Marwa Shams, Ain Shams University’, Egypt Chapter 20 Machine Learning Applications in Breast Cancer Diagnosis....................................465 Syed Jamal Sqfdar Gardezi, Universiti Teknologi Petronas, Malaysia Mohamed Meselhy Eltoukhy, Suez Canal University, Egypt Ihrahima Faye, Universiti Teknologi Petronas, Malaysia Chapter 21 A Hybrid Optimization Algorithm for Single and Multi-Objective Optimization Problems........491 Rizk M. Rizk-Allah, Menoufia University, Egypt Ahoul Ella Hassanien, Cairo University, Egypt Chapter 22 Neuro-Imaging Machine Learning Techniques for Alzheimer’s Disease Diagnosis.................522 Gehad Ismail Sayed, Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Aboul Ella Hassanien, Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Volume II Chapter 23 Swarm Intelligence Based on Remote Sensing Image Fusion: Comparison between the Particle Swarm Optimization and the Flower Pollination Algorithm.....................................541 Reham Gharhia, Nuclear Materials Authority, Egypt Ahoul Ella Hassanien, Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Chapter 24 Grey Wolf Optimization-Based Segmentation Approach for Abdomen CT Liver Images.............562 Abdalla Mostafa, Cairo University, Egypt Aboul Ella Hassanien, Cairo University, Egypt Hesham A. Hefhy, Cairo University, Egypt Chapter 25 3D Watermarking Approach Using Particle Swarm Optimization Algorithm.......................582 Mona M. Soli man, Scientific Research Group in Egypt, Egypt Aboul Ella Hassanien, Scientific Research Group in Egypt, Egypt Chapter 26 Particle Swarm Optimization: A Tutorial....................................................614 Alaa Tharwat, Suez Canal University, Egypt Tarek Gaber, Suez Canal University, Egypt Aboul Ella Hassanien, Cairo University, Egypt Basem E, Elnaghi, Suez Canal University, Egypt Chapter 27 A Comparison of Open Source Data Mining Tools for Breast Cancer Classification.............636 Ahmed AbdElhafeez Ibrahim. Arab Academy for Science, Technology, and Maritime Transport. Egypt Atallah Ibrahin Hashad, Arab Academy for Science, Technology, and Maritime Transport, Egypt Negm Eldin Mohamed Shawky, Arab Academy for Science, Technology, and Maritime Transport, Egypt Chapter 28 2D and 3D Intelligent Watermarking.........................................................652 Mourad R. Mouhamed, Helwan University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Ashraf Darwish, Helwan University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Aboul Ella Hassanien, Cairo University Egypt Scientific Research Group in Egypt (SRGE), Egypt Section 3 Innovative ML Applications Chapter 29 Differential Evolution Algorithm with Space Reduction for Solving Large-Scale Global Optimization Problems.........................................................................671 Ahmed Fouad Ali, Suez Canal University, Egypt Nashwa Nageh Ahmed, Suez Canal University, Egypt Chapter 30 Interpreting Brain Waves...................................................................695 Noran Magdy El-Kafrawy, Ain Shams University, Egypt Doaa Hegazy, Ain Shams University, Egypt Mohamed F. Tolba, Ain Shams University, Egypt Chapter 31 Data Clustering Using Sine Cosine Algorithm: Data Clustering Using SCA.....................715 Vijay Kumar, Thapar University, India Dinesh Kumar, GJUS T, India Chapter 32 Complex-Valued Neural Networks: A New Learning Strategy Using Particle Swarm Optimization...............................................................................727 Mohammed E. El-Telbany, Electronics Research Institute, Egypt Samah Refat, Ain Shams University, Egypt Engy I. Nasr, Ain Shams University, Egypt Chapter 33 Text Classification: New Fuzzy Decision Tree Model.........................................740 Ben Elfadhl Mohamed Ahmed, Higher Institute of Management, Tunisia Ben Abdessalem Wahiba, Taif University, Saudi Arabia Chapter 34 PAGeneRN: Parallel Architecture for Gene Regulatory Network................................762 Dina Elsayad, Ain Shams University, Egypt A. Ali, Ain Shams University, Egypt Howida A. Shedeed, Ain Shams University, Egypt Mohamed F. Tolba, Ain Shams University, Egypt Chapter 35 Hybrid Wavelet-Neuro-Fuzzy Systems of Computational Intelligence in Data Mining Tasks......787 Yevgeniy Bodyanskiy, Kharkiv National University of Radio Electronics, Ukraine Olena Vynokurova, Kharkiv National University of Radio Electronics, Ukraine Oleksii Tyshchenko, Kharkiv National University of Radio Electronics, Ukraine Chapter 36 On Combining Nature-Inspired Algorithms for Data Clustering................................826 Hanan Ahmed, Ain Shams University, Egypt Howida A. Shedeed, Ain Shams University, Egypt Safwat Hamad, Ain Shams University, Egypt Mohamed F Tolba, Ain Shams University, Egypt Chapter 37 A Fragile Watermarking Chaotic Authentication Scheme Based on Fuzzy C-Means tor Image Tamper Detection.............................................................................N56 Kanuil Hamouda, Mansoura University, Egypt Mohammed Elmogy, Mansoura University, Egypt B. S. El-Desouky, Mansoura University, Egypt Chapter 38 New Mechanisms to Enhance the Performances of Arabic Text Recognition System: Feature Selection....................................................................................N79 Marwa Amara, SOIE laboratory, Tunisia Kamel Zidi, University ofTabouk, Saudi Arabia Chapter 39 Bio-!nspired Optimization Algorithms for Arabic Handwritten Characters......................N97 Ahmed. T. Sahlol, Damietta University, Egypt Scientific Research Group in Egypt {SRGE), Egypt About Ella Hassanien, Cairo University, Egypt Scientific Research Group in Egypt {SRGE), Egypt Chapter 40 Telemetry Data Mining Techniques, Applications, and Challenges..............................915 Sara Ahmed, Al Azhar University, Egypt ft Scientific Research Group in Egypt (SRGE). Egypt Tarek Gaber, Suez Caned University, Egypt 6 Scientific Research Group in Egypt {SRGE), Egypt Aboul Ella Hassanien, Cairo University, Egypt eft Scientific Research Group in Egypt (SRGE). Egypt Chapter 41 Enhanced Breast Cancer Diagnosis System Using Fuzzy Clustering Means Approach in Digital Mammography.................................................................................925 Mohammed A. Osman, Helwan University, Egypt Ashraf Darwish, Helwan University, Egypt Ayman E, Khedr, Helwan University, Egypt AtefZ. Ghalwash, Helwan University, Egypt Aboul Ella Hassanien, Cairo University, Egypt Chapter 42 TAntNet-4: A Threshold-Based AntNet Algorithm with Improved Scout Behavior..................942 Ayman M. Ghazy, Cairo University, Egypt Hesham A. Hefny, Cairo University, Egypt Chapter 43 Digital Images Segmentation Using a Physical-Inspired Algorithm.............................975 Diego Oliva, Tecnoldgico de Monterrey, Mexico Universidad de Guadajalara, Mexico Tomsk Polytechnic University, Russia Scientific Research Group in Egypt (SRGE), Egypt About Elia Hassanien, Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Chapter 44 A Proposed Architecture for Key Management Schema in Centralized Quantum Network............997 Ahmed Farouk, Zewail City of Science and Technology, Egypt Mansoura University, Egypt Mohamed Elhoseny, Mansoura University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Josep Batle, Universitat de les Illes Balears, Spain Mosayeb Naseri, Islamic Azad University, Kermanshah, ¡ran About Ella Hassanien, Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Chapter 45 Secure Image Processing and Transmission Schema in Cluster-Based Wireless Sensor Network.....................................................................................1022 Mohamed Elhoseny, Mansoura University, Egypt £ Scientific Research Group in Egypt (SRGE), Egypt Ahmed Farouk, Zewail City of Science and Technology, Egypt Mansoura University, Egypt Josep Batle, Universitat de les Hies Balears, Spain Abdulaziz Shehab, Mansoura University, Egypt Ahoul Ella Hassanien, Cairo University, Giza, Egypt c£ Scientific Research Group in Egypt (SRGE), Egypt Chapter 46 Color Invariant Representation and Applications.............................................1041 Abdelhameed Ibrahim, Mansoura University, Egypt Takahiko Horiuchi, Chiba University, Japan Shoji Tominaga, Chiba University, Japan About Ella Hassanien, Cairo University, Egypt Chapter 47 An Efficient Approach for Community Detection in Complex Social Networks Based on Elephant Swarm Optimization Algorithm................................................................1062 Khaled Ahmed, Cairo University, Egypt About Ella Hassanien, Cairo University, Egypt Scientific Research Group in Egypt (SRGE), Egypt Ehab Ezzat, Cairo University, Egypt Chapter 48 Designing Multilayer Feedforward Neural Networks Using Multi-Verse Optimizer............1076 Mohamed F. Hassanin, Fayoum University, Egypt Abdullah M. Shoeb, Taibah University, Saudi Arabia About Ella Hassanien, Cairo Universit}՝, Egypt Compilation of References.................................................................xl About the Contributors.................................................................clxii Index..................................................................................clxix Handbook of Research on Machine Learning Innovations and Trends Continuous improvements in technological applications have allowed more opportunities to develop automated systems. This not only leads to higher success in smart data analysis, but it increases the overall probability of technological progression. The Handbook of Research on Machine Learning Innovations and Trends is a key resource on the latest advances and research regarding the vast range of advanced systems and applications involved in machine intelligence. Highlighting multidisciplinary studies on decision theory, intelligent search, and multi-agent systems, this publication is an ideal reference source for professionals and researchers working in the field of machine learning and its applications. Topics Covered: • Chaos Theory • Chaotic Systems • Decision Theory • Fuzzy Logic ■ Granular Computing ■ Intelligent Search ■ Multi-Agent Systems • Web Mining 701 E. Chocolate Avenue Hershey. PA 17033. USA wwwjgi-global.com
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title_full_unstemmed	Handbook of research on machine learning innovations and trends Aboul Ella Hassanien, Cairo University, Egypt, Tarek Gaber, Suez Canal University, Egypt
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