Recent Developments in Intelligent Computing, Communication and Devices: Proceedings of ICCD 2016 (Advances in Intelligent Systems and Computing)

The book presents high quality papers presented at 2nd International Conference on Intelligent Computing, Communication & Devices (ICCD 2016) organized by Interscience Institute of Management and Technology (IIMT), Bhubaneswar, Odisha, India, during 13 and 14 August, 2016. The book covers all dimensions of intelligent sciences in its three tracks, namely, intelligent computing, intelligent communication and intelligent devices. intelligent computing track covers areas such as intelligent and distributed computing, intelligent grid and cloud computing, internet of things, soft computing and engineering applications, data mining and knowledge discovery, semantic and web technology, hybrid systems, agent computing, bioinformatics, and recommendation systems. Intelligent communication covers communication and network technologies, including mobile broadband and all optical networks that are the key to groundbreaking inventions of intelligent communication technologies. This covers communication hardware, software and networked intelligence, mobile technologies, machine-to-machine communication networks, speech and natural language processing, routing techniques and network analytics, wireless ad hoc and sensor networks, communications and information security, signal, image and video processing, network management, and traffic engineering. And finally, the third track intelligent device deals with any equipment, instrument, or machine that has its own computing capability. As computing technology becomes more advanced and less expensive, it can be built into an increasing number of devices of all kinds. The intelligent device covers areas such as embedded systems, RFID, RF MEMS, VLSI design and electronic devices, analog and mixed-signal IC design and testing, MEMS and microsystems, solar cells and photonics, nanodevices, single electron and spintronics devices, space electronics, and intelligent robotics. Read more... Abstract: The book presents high quality papers presented at 2nd International Conference on Intelligent Computing, Communication & Devices (ICCD 2016) organized by Interscience Institute of Management and Technology (IIMT), Bhubaneswar, Odisha, India, during 13 and 14 August, 2016. The book covers all dimensions of intelligent sciences in its three tracks, namely, intelligent computing, intelligent communication and intelligent devices. intelligent computing track covers areas such as intelligent and distributed computing, intelligent grid and cloud computing, internet of things, soft computing and engineering applications, data mining and knowledge discovery, semantic and web technology, hybrid systems, agent computing, bioinformatics, and recommendation systems. Intelligent communication covers communication and network technologies, including mobile broadband and all optical networks that are the key to groundbreaking inventions of intelligent communication technologies. This covers communication hardware, software and networked intelligence, mobile technologies, machine-to-machine communication networks, speech and natural language processing, routing techniques and network analytics, wireless ad hoc and sensor networks, communications and information security, signal, image and video processing, network management, and traffic engineering. And finally, the third track intelligent device deals with any equipment, instrument, or machine that has its own computing capability. As computing technology becomes more advanced and less expensive, it can be built into an increasing number of devices of all kinds. The intelligent device covers areas such as embedded systems, RFID, RF MEMS, VLSI design and electronic devices, analog and mixed-signal IC design and testing, MEMS and microsystems, solar cells and photonics, nanodevices, single electron and spintronics devices, space electronics, and intelligent robotics Preface 6 Acknowledgements 9 About the Book 10 Contents 11 About the Editors 14 1 Research on SaaS-Based Mine Emergency Rescue Preplan and Case Management System 16 Abstract 16 1 Introduction 16 2 SaaS and Service-Oriented Architecture 17 3 The Architecture of System 18 4 The Components of System 19 5 System Implementation and Testing 20 6 Conclusion 22 Acknowledgements 22 References 23 2 An Investigation of Matching Approaches in Fingerprints Identification 24 Abstract 24 1 Introduction 25 2 Research Method 25 2.1 Research Questions 26 2.2 Research Strategies 26 3 Fingerprints Matching Approaches 26 3.1 Taxonomy of the Study 26 3.2 Generic Process of Three Main Types of Fingerprints Matching 27 4 Current Issues of the Matching Approaches 28 Acknowledgements 29 References 29 3 Figure Plagiarism Detection Using Content-Based Features 31 Abstract 31 1 Introduction 31 2 Content-Based Feature Extraction 32 3 Similarity Detection 33 4 Result and Evaluation 33 5 Conclusions 34 Acknowledgements 34 References 34 4 An Efficient Content-Based Image Retrieval (CBIR) Using GLCM for Feature Extraction 35 Abstract 35 1 Introduction 36 2 Proposed System 37 2.1 Preprocessing Phase 37 2.2 Feature Extraction Phase 38 3 Methodology 38 4 Similarity Feature Extraction 39 5 Algorithm for GLCM 40 6 Results and Discussion 41 7 Comparative Analysis 43 8 Conclusions 43 References 43 5 Emotion Recognition System Based on Facial Expressions Using SVM 45 Abstract 45 1 Introduction 45 2 Related Works 46 3 Emotion Recognition 47 3.1 Image Preprocessing 47 3.2 Feature Extraction 47 3.3 Feature Selection 48 3.4 Expression Recognition 48 3.5 Experiments Results 48 4 Conclusion 49 References 49 6 An AES–CHAOS-Based Hybrid Approach to Encrypt Multiple Images 50 Abstract 50 1 Introduction 50 1.1 Fast Chaotic Algorithm 51 1.2 AES Image Encryption 51 1.3 Cramer’s Rule 51 2 Literature Review 52 3 Proposed Algorithm 53 4 Results 54 5 Conclusion 56 References 56 7 Automatic Text Summarization of Video Lectures Using Subtitles 57 Abstract 57 1 Introduction 57 2 Proposed System 59 2.1 Proposed Architecture 59 2.1.1 Data Preprocessing 59 2.1.2 Feature Selection for Summarization 59 2.1.3 Processing After Feature Selection for Summarization 60 3 Conclusion 64 References 64 8 Classification of EMG Signals Using ANFIS for the Detection of Neuromuscular Disorders 65 Abstract 65 1 Introduction 66 2 Proposed Model 66 2.1 Preprocessing of the EMG Signal 67 2.2 Processing or Feature Extraction of EMG Signal 68 2.3 Classification of EMG Signal 68 3 Results and Analysis 70 4 Conclusion 71 References 71 9 Evaluating Similarity of Websites Using Genetic Algorithm for Web Design Reorganisation 73 Abstract 73 1 Introduction 73 2 Web Mining—A Background 74 2.1 Web Mining Taxonomy 74 2.2 Web Mining Tasks 76 3 Literature Survey 76 4 Proposed Methodology 77 5 Experimental Evaluation 81 5.1 Proposed Genetic Algorithm 81 5.2 Computation of Similarity 82 6 Conclusion 83 References 83 10 Fusion of Misuse Detection with Anomaly Detection Technique for Novel Hybrid Network Intrusion Detection System 85 Abstract 85 1 Introduction 86 2 Proposed Hybrid Intrusion Detection Methodology 87 2.1 Feature Preparation Module 88 2.2 Misuse Analyzer Module 89 2.3 Anomaly Analyzer Module 90 3 Simulation Results 91 4 Conclusion 97 References 98 11 Analysis of Reconfigurable Fabric Architecture with Cryptographic Application Using Hashing Techniques 100 Abstract 100 1 Introduction 100 2 Methodology 101 3 Implementation of Reconfigurable Fabric 102 4 Interconnect Topologies 103 5 Operation 104 6 Results 105 6.1 Hashing Function 105 7 Conclusion 106 References 107 12 Privacy Preservation of Infrequent Itemsets Mining Using GA Approach 108 Abstract 108 1 Introduction 108 2 Literature Survey 109 3 Problem Definition 109 4 Proposed Framework 109 5 Proposed Algorithm 110 5.1 Illustrated Example 111 6 Result Analysis 112 7 Conclusion 114 References 114 13 A Quinphone-Based Context-Dependent Acoustic Modeling for LVCSR 116 Abstract 116 1 Introduction 116 2 Working of ASR 117 3 Phonetic Representation of Speech Signals 118 3.1 Modeling Using Monophones 118 3.2 Modeling Using Triphones 119 3.3 Modeling Using Quinphones 119 4 Implementation 119 4.1 Speech Data Preparation 120 4.2 Training 120 4.3 ASR Performance Analysis 120 5 Experiments 121 5.1 Testing with Varying Vocabulary Sizes 121 5.2 Testing with Varying Gaussian Mixtures 121 6 Conclusion 122 References 122 14 Slot-Loaded Microstrip Antenna: A Possible Solution for Wide Banding and Attaining Low Cross-Polarization 123 Abstract 123 1 Introduction 123 2 Theoretical Background 124 3 Proposed Structure 126 4 Results and Discussions 126 5 Conclusions 128 Acknowledgements 128 References 128 15 Fractal PKC-Based Key Management Scheme for Wireless Sensor Networks 130 Abstract 130 1 Introduction 130 2 Related Work 131 3 Preliminaries 132 3.1 System Model 132 3.2 Fractal-based Key Pair Generation and Key Exchange 132 4 Fractal PKC-based Key Management Scheme: FPKM 133 4.1 Set-up Phase 133 4.2 Clustering Phase 133 4.3 Rekeying Phase 135 5 The Performance Evaluation of Proposed Scheme 135 6 Conclusion 136 References 137 16 Histogram-Based Human Segmentation Technique for Infrared Images 138 Abstract 138 1 Introduction 138 2 The Proposed Method 139 2.1 Selection of ROIs 139 2.2 Human Candidates Segmentation 140 3 Experiment Results 140 4 Conclusion 141 References 141 17 Medical Image Segmentation Based on Beta Mixture Distribution for Effective Identification of Lesions 142 Abstract 142 1 Introduction 142 2 Probability Distribution Functions of Beta Mixture Model Using the EM Algorithm 143 3 Clustering Algorithm Based on Fuzzy c-Means 144 4 Dataset 145 5 Segmentation Algorithm 145 5.1 Experimentation 146 6 Results Derived and Performance Analysis 146 7 Conclusion 148 References 148 18 Toward Segmentation of Images Based on Non-Normal Mixture Models Based on Bivariate Skew Distribution 150 Abstract 150 1 Introduction 150 2 Bivariate Skew Gaussian Mixture Model 151 3 k-Means Algorithm 152 4 Data Set Considered 152 5 Feature Selection 152 6 Experiment Result and Performance Evolution 155 7 Conclusion 156 References 156 19 Development of Video Surveillance System in All-Black Environment Based on Infrared Laser Light 158 Abstract 158 1 Introduction 159 2 Design of Video Capture System 159 2.1 IR Laser Aiding Light Module 160 2.2 Photoelectric Sensor Module 160 2.3 Central Control Module 161 3 System Testing 162 4 Conclusion 163 Acknowledgements 163 References 163 20 Data Preprocessing Techniques for Research Performance Analysis 165 Abstract 165 1 Introduction 165 2 Literature Review 166 2.1 Business Intelligence 166 2.2 Data Preprocessing 167 3 Research Performance Analysis 167 3.1 Data Preprocessing Approach 168 4 Conclusion 169 Acknowledgements 169 References 169 Author Index 171 Front Matter ....Pages i-xviii Research on SaaS-Based Mine Emergency Rescue Preplan and Case Management System (Shancheng Tang, Bin Wang, Xinguan Dai, Yunyue Bai)....Pages 1-8 An Investigation of Matching Approaches in Fingerprints Identification (Asraful Syifaa’ Ahmad, Rohayanti Hassan, Noraini Ibrahim, Mohamad Nazir Ahmad, Rohaizan Ramlan)....Pages 9-15 Figure Plagiarism Detection Using Content-Based Features (Taiseer Eisa, Naomie Salim, Salha Alzahrani)....Pages 17-20 An Efficient Content-Based Image Retrieval (CBIR) Using GLCM for Feature Extraction (P. Chandana, P. Srinivas Rao, C. H. Satyanarayana, Y. Srinivas, A. Gauthami Latha)....Pages 21-30 Emotion Recognition System Based on Facial Expressions Using SVM (Ielaf Osaamah Abdul-Majjed)....Pages 31-35 An AES–CHAOS-Based Hybrid Approach to Encrypt Multiple Images (Shelza Suri, Ritu Vijay)....Pages 37-43 Automatic Text Summarization of Video Lectures Using Subtitles (Shruti Garg)....Pages 45-52 Classification of EMG Signals Using ANFIS for the Detection of Neuromuscular Disorders (Sakuntala Mahapatra, Debasis Mohanta, Prasant Kumar Mohanty, Santanu Kumar Nayak)....Pages 53-60 Evaluating Similarity of Websites Using Genetic Algorithm for Web Design Reorganisation (Jyoti Chaudhary, Arvind K. Sharma, S. C. Jain)....Pages 61-72 Fusion of Misuse Detection with Anomaly Detection Technique for Novel Hybrid Network Intrusion Detection System (Jamal Hussain, Samuel Lalmuanawma)....Pages 73-87 Analysis of Reconfigurable Fabric Architecture with Cryptographic Application Using Hashing Techniques (Manisha Khorgade, Pravin Dakhole)....Pages 89-96 Privacy Preservation of Infrequent Itemsets Mining Using GA Approach (Sunidhi Shrivastava, Punit Kumar Johari)....Pages 97-104 A Quinphone-Based Context-Dependent Acoustic Modeling for LVCSR (Priyanka Sahu, Mohit Dua)....Pages 105-111 Slot-Loaded Microstrip Antenna: A Possible Solution for Wide Banding and Attaining Low Cross-Polarization (Ghosh Abhijyoti, Chakraborty Subhradeep, Ghosh Kumar Sanjay, Singh L. Lolit Kumar, Chattopadhyay Sudipta, Basu Banani)....Pages 113-119 Fractal PKC-Based Key Management Scheme for Wireless Sensor Networks (Shantala Devi Patil, B. P. Vijayakumar, Kiran Kumari Patil)....Pages 121-128 Histogram-Based Human Segmentation Technique for Infrared Images (Di Wu, Zuofeng Zhou, Hongtao Yang, Jianzhong Cao)....Pages 129-132 Medical Image Segmentation Based on Beta Mixture Distribution for Effective Identification of Lesions (S. Anuradha, C. H. Satyanarayana)....Pages 133-140 Toward Segmentation of Images Based on Non-Normal Mixture Models Based on Bivariate Skew Distribution (Kakollu Vanitha, P. Chandrasekhar Reddy)....Pages 141-148 Development of Video Surveillance System in All-Black Environment Based on Infrared Laser Light (Wen-feng Li, Bo Zhang, M. T. E. Kahn, Meng-yuan Su, Xian-yu Qiu, Ya-ge Guo)....Pages 149-155 Data Preprocessing Techniques for Research Performance Analysis (Fatin Shahirah Zulkepli, Roliana Ibrahim, Faisal Saeed)....Pages 157-162 Back Matter ....Pages 163-164