Intelligent Systems Design and Applications

Description

This book highlights recent research on intelligent systems design and applications. It presents 100 selected papers from the 17th International Conference on Intelligent Systems Design and Applications (ISDA 2017), which was held in Delhi, India from December 14 to 16, 2017. The ISDA is a premier conference in the field of Computational Intelligence and brings together researchers, engineers and practitioners whose work involves intelligent systems and their applications in industry and the real world. Including contributions by authors from over 30 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering. Front Matter ....Pages i-xxi Enhancing Job Opportunities in Rural India Through Constrained Cognitive Learning Process: Reforming Basic Education (Shivangi Nigam, Abhishek Bajpai, Bineet Gupta)....Pages 1-9 UML2ADA for Early Verification of Concurrency Inside the UML2.0 Atomic Components (Taoufik Sakka Rouis, Mohamed Tahar Bhiri, Mourad Kmimech, Layth Sliman)....Pages 10-20 A New Approach for the Diagnosis of Parkinson’s Disease Using a Similarity Feature Extractor (João W. M. de Souza, Jefferson S. Almeida, Pedro Pedrosa Rebouças Filho)....Pages 21-31 A Novel Restart Strategy for Solving Complex Multi-modal Optimization Problems Using Real-Coded Genetic Algorithm (Amit Kumar Das, Dilip Kumar Pratihar)....Pages 32-41 Evaluating SPL Quality with Metrics (Jihen Maazoun, Nadia Bouassida, Hanêne Ben-Abdallah)....Pages 42-51 Using Sentence Similarity Measure for Plagiarism Detection of Arabic Documents (Wafa Wali, Bilel Gargouri, Abdelmajid Ben Hamadou)....Pages 52-62 Computer Aided Recognition and Classification of Coats of Arms (Frantisek Vidensky, Frantisek Zboril Jr.)....Pages 63-73 Mining Gene Expression Data: Patterns Extraction for Gene Regulatory Networks (Manel Gouider, Ines Hamdi, Henda Ben Ghezala)....Pages 74-82 Exploring Location and Ranking for Academic Venue Recommendation (Nour Mhirsi, Imen Boukhris)....Pages 83-91 Designing Compound MAPE Patterns for Self-adaptive Systems (Marwa Hachicha, Riadh Ben Halima, Ahmed Hadj Kacem)....Pages 92-101 CRF+LG: A Hybrid Approach for the Portuguese Named Entity Recognition (Juliana P. C. Pirovani, Elias de Oliveira)....Pages 102-113 A Secure and Efficient Temporal Features Based Framework for Cloud Using MapReduce (P. Srinivasa Rao, P. E. S. N. Krishna Prasad)....Pages 114-123 A Comparison of Machine Learning Methods to Identify Broken Bar Failures in Induction Motors Using Statistical Moments (Navar de Medeiros Mendonça e Nascimento, Cláudio Marques de Sá Medeiros, Pedro Pedrosa Rebouças Filho)....Pages 124-133 Canonical Correlation-Based Feature Fusion Approach for Scene Classification (J. Arunnehru, A. Yashwanth, Shaik Shammer)....Pages 134-143 A Mixed-Integer Linear Programming Model and a Simulated Annealing Algorithm for the Long-Term Preventive Maintenance Scheduling Problem (Roberto D. Aquino, Jonatas B. C. Chagas, Marcone J. F. Souza)....Pages 144-153 Interval Valued Feature Selection for Classification of Logo Images (D. S. Guru, N. Vinay Kumar)....Pages 154-165 An Hierarchical Framework for Classroom Events Classification (D. S. Guru, N. Vinay Kumar, K. N. Mahalakshmi Gupta, S. D. Nandini, H. N. Rajini, G. Namratha Urs)....Pages 166-179 Hand Gesture Recognition System Based on Local Binary Pattern Approach for Mobile Devices (Houssem Lahiani, Monji Kherallah, Mahmoud Neji)....Pages 180-190 An Efficient Real-Time Approach for Detection of Parkinson’s Disease (Joyjit Chatterjee, Ayush Saxena, Garima Vyas, Anu Mehra)....Pages 191-200 Dual Image Encryption Technique: Using Logistic Map and Noise (Muskaan Kalra, Hemant Kumar Dua, Reena Singh)....Pages 201-208 A Memetic Algorithm for the Network Construction Problem with Due Dates (Jonatas B. C. Chagas, André G. Santos, Marcone J. F. Souza)....Pages 209-220 Incremental Real Time Support Vector Machines (Fahmi Ben Rejab, Kaouther Nouira)....Pages 221-230 Content-Based Classification Approach for Video-Spam Identification (Palak Agarwal, Mahak Sharma, Gagandeep Kaur)....Pages 231-242 Kinematic Analysis and Simulation of a 6 DOF Robot in a Web-Based Platform Using CAD File Import (Ujjal Dey, Kumar Cheruvu Siva)....Pages 243-250 Large Scale Deep Network Architecture of CNN for Unconstraint Visual Activity Analytics (Naresh Kumar)....Pages 251-261 An Automated Support Tool to Compute State Redundancy Semantic Metric (Dalila Amara, Ezzeddine Fatnassi, Latifa Rabai)....Pages 262-272 Computing Theory Prime Implicates in Modal Logic (Manoj K. Raut, Tushar V. Kokane, Rishabh Agarwal)....Pages 273-282 Fault Tolerance in Real-Time Systems: A Review (Egemen Ertugrul, Ozgur Koray Sahingoz)....Pages 283-293 Gauss-Newton Representation Based Algorithm for Magnetic Resonance Brain Image Classification (Lingraj Dora, Sanjay Agrawal, Rutuparna Panda)....Pages 294-304 Evaluating Different Similarity Measures for Automatic Biomedical Text Summarization (Mozhgan Nasr Azadani, Nasser Ghadiri)....Pages 305-314 Fingerprint Image Enhancement Using Steerable Filter in Wavelet Domain (K. S. Jeyalakshmi, T. Kathirvalavakumar)....Pages 315-325 Privacy Preserving Hu’s Moments in Encrypted Domain (G. Preethi, Aswani Kumar Cherukuri)....Pages 326-336 Ensemble of Feature Selection Methods for Text Classification: An Analytical Study (D. S. Guru, Mahamad Suhil, S. K. Pavithra, G. R. Priya)....Pages 337-349 Correlation Scaled Principal Component Regression (Krishna Kumar Singh, Amit Patel, Chiranjeevi Sadu)....Pages 350-356 Automated Detection of Diabetic Retinopathy Using Weighted Support Vector Machines (Soumyadeep Bhattacharjee, Avik Banerjee)....Pages 357-367 Predictive Analysis of Alertness Related Features for Driver Drowsiness Detection (Sachin Kumar, Anushtha Kalia, Arjun Sharma)....Pages 368-377 Association Rules Transformation for Knowledge Integration and Warehousing (Rim Ayadi, Yasser Hachaichi, Jamel Feki)....Pages 378-388 Abnormal High-Level Event Recognition in Parking lot (Najla Bouarada Ghrab, Rania Rebai Boukhriss, Emna Fendri, Mohamed Hammami)....Pages 389-398 Optimum Feature Selection Using Firefly Algorithm for Keystroke Dynamics (Akila Muthuramalingam, Jenifa Gnanamanickam, Ramzan Muhammad)....Pages 399-406 Multi-UAV Path Planning with Multi Colony Ant Optimization (Ugur Cekmez, Mustafa Ozsiginan, Ozgur Koray Sahingoz)....Pages 407-417 An Efficient Method for Detecting Fraudulent Transactions Using Classification Algorithms on an Anonymized Credit Card Data Set (Sylvester Manlangit, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam)....Pages 418-429 A Deep Convolution Neural Network Based Model for Enhancing Text Video Frames for Detection (C. Sunil, H. K. Chethan, K. S. Raghunandan, G. Hemantha Kumar)....Pages 430-441 A Novel Approach for Steganography App in Android OS (Kushal Gurung, Sami Azam, Bharanidharan Shanmugam, Krishnan Kannoorpatti, Mirjam Jonkman, Arasu Balasubramaniam)....Pages 442-450 Exploring Human Movement Behaviour Based on Mobility Association Rule Mining of Trajectory Traces (Shreya Ghosh, Soumya K. Ghosh)....Pages 451-463 Image Sentiment Analysis Using Convolutional Neural Network (Akshi Kumar, Arunima Jaiswal)....Pages 464-473 Cluster Based Approaches for Keyframe Selection in Natural Flower Videos (D. S. Guru, V. K. Jyothi, Y. H. Sharath Kumar)....Pages 474-484 From Crisp to Soft Possibilistic and Rough Meta-clustering of Retail Datasets (Asma Ammar, Zied Elouedi)....Pages 485-495 Improved Symbol Segmentation for TELUGU Optical Character Recognition (Sukumar Burra, Amit Patel, Chakravarthy Bhagvati, Atul Negi)....Pages 496-507 Semantic Attribute Classification Related to Gait (Imen Chtourou, Emna Fendri, Mohamed Hammami)....Pages 508-518 Classification of Dengue Gene Expression Using Entropy-Based Feature Selection and Pruning on Neural Network (Pandiselvam Pandiyarajan, Kathirvalavakumar Thangairulappan)....Pages 519-529 Hardware Trojan: Malware Detection Using Reverse Engineering and SVM (Girishma Jain, Sandeep Raghuwanshi, Gagan Vishwakarma)....Pages 530-539 Obtaining Word Embedding from Existing Classification Model (Martin Sustek, Frantisek V. Zboril)....Pages 540-547 A Robust Static Sign Language Recognition System Based on Hand Key Points Estimation (Pengfei Sun, Feng Chen, Guijin Wang, Jinsheng Ren, Jianwu Dong)....Pages 548-557 Multiobjective Genetic Algorithm for Minimum Weight Minimum Connected Dominating Set (Dinesh Rengaswamy, Subham Datta, Subramanian Ramalingam)....Pages 558-567 Modeling of a System for fECG Extraction from abdECG (Rolant Gini John, Ponmozhy Deepan Chakravarthy, K. I. Ramachandran, Pooja Anand)....Pages 568-579 Supervised Learning Model for Combating Cyberbullying: Indonesian Capital City 2017 Governor Election Case (Putri Sanggabuana Setiawan, Muhammad Ikhwan Jambak, Muhammad Ihsan Jambak)....Pages 580-588 Improving upon Package and Food Delivery by Semi-autonomous Tag-along Vehicles (Vaclav Uhlir, Frantisek Zboril, Jaroslav Rozman)....Pages 589-596 A Novel Multi-party Key Exchange Protocol (Swapnil Paliwal, Ch. Aswani Kumar)....Pages 597-607 NLP Based Phishing Attack Detection from URLs (Ebubekir Buber, Banu Diri, Ozgur Koray Sahingoz)....Pages 608-618 Hand Pose Estimation System Based on a Cascade Approach for Mobile Devices (Houssem Lahiani, Monji Kherallah, Mahmoud Neji)....Pages 619-629 HMI Fuzzy Assessment of Complex Systems Usability (Ilhem Kallel, Mohamed Jouili, Houcine Ezzedine)....Pages 630-639 A Novel Hybrid GA for the Assignment of Jobs to Machines in a Complex Hybrid Flow Shop Problem (Houda Harbaoui, Soulef Khalfallah, Odile Bellenguez-Morineau)....Pages 640-649 Selecting Relevant Educational Attributes for Predicting Students’ Academic Performance (Abir Abid, Ilhem Kallel, Ignacio J. Blanco, Mounir Benayed)....Pages 650-660 Detection and Localization of Duplicated Frames in Doctored Video (Vivek Kumar Singh, Pavan Chakraborty, Ramesh Chandra Tripathi)....Pages 661-669 A Novel Approach for Approximate Spatio-Textual Skyline Queries (Seyyed Hamid Aboutorabi, Nasser Ghadiri, Mohammad Khodizadeh Nahari)....Pages 670-682 SMI-Based Opinion Analysis of Cloud Services from Online Reviews (Emna Ben-Abdallah, Khouloud Boukadi, Mohamed Hammami)....Pages 683-692 Heuristics for the Hybrid Flow Shop Scheduling Problem with Parallel Machines at the First Stage and Two Dedicated Machines at the Second Stage (Zouhour Nabli, Soulef Khalfallah, Ouajdi Korbaa)....Pages 693-701 Breast Density Classification for Cancer Detection Using DCT-PCA Feature Extraction and Classifier Ensemble (Md Sarwar Morshedul Haque, Md Rafiul Hassan, G. M. BinMakhashen, A. H. Owaidh, Joarder Kamruzzaman)....Pages 702-711 Scheduling Analysis and Correction of Periodic Real Time Systems with Tasks Migration (Faten Mrabet, Walid Karamti, Adel Mahfoudhi)....Pages 712-723 Generating Semantic and Logic Meaning Representations When Analyzing the Arabic Natural Questions (Wided Bakari, Patrice Bellot, Mahmoud Neji)....Pages 724-734 An Arabic Question-Answering System Combining a Semantic and Logical Representation of Texts (Mabrouka Ben-Sghaier, Wided Bakari, Mahmoud Neji)....Pages 735-744 Algorithms for Finding Maximal and Maximum Cliques: A Survey (Faten Fakhfakh, Mohamed Tounsi, Mohamed Mosbah, Ahmed Hadj Kacem)....Pages 745-754 K4BPMN Modeler: An Extension of BPMN2 Modeler with the Knowledge Dimension Based on Core Ontologies (Molka Keskes, Mariam Ben Hassen, Mohamed Turki)....Pages 755-770 Exploring the Integration of Business Process with Nosql Databases in the Context of BPM (Asma Hassani, Sonia Ayachi Ghannouchi)....Pages 771-784 An Effective Heuristic Algorithm for the Double Vehicle Routing Problem with Multiple Stack and Heterogeneous Demand (Jonatas B. C. Chagas, André G. Santos)....Pages 785-796 Named Entity Recognition from Gujarati Text Using Rule-Based Approach (Dikshan N. Shah, Harshad B. Bhadka)....Pages 797-805 A Meta-modeling Approach to Create a Multidimensional Business Knowledge Model Based on BPMN (Sonya Ouali, Mohamed Mhiri, Faiez Gargouri)....Pages 806-815 Toward a MapReduce-Based K-Means Method for Multi-dimensional Time Serial Data Clustering (Yongzheng Lin, Kun Ma, Runyuan Sun, Ajith Abraham)....Pages 816-825 Mining Communities in Directed Networks: A Game Theoretic Approach (Annapurna Jonnalagadda, Lakshmanan Kuppusamy)....Pages 826-835 A Support Vector Machine Based Approach to Real Time Fault Signal Classification for High Speed BLDC Motor (Tribeni Prasad Banerjee, Ajith Abraham)....Pages 836-845 Automatic Identification of Malaria Using Image Processing and Artificial Neural Network (Mahendra Kanojia, Niketa Gandhi, Leisa J. Armstrong, Pranali Pednekar)....Pages 846-857 Comparative Analysis of Adaptive Filters for Predicting Wind-Power Generation (SLMS, NLMS, SGDLMS, WLMS, RLMS) (Ashima Arora, Rajesh Wadhvani)....Pages 858-867 Blind Write Protocol (Khairul Anshar, Nanna Suryana, Noraswaliza Binti Abdullah)....Pages 868-879 Ontology Visualization: An Overview (Nassira Achich, Bassem Bouaziz, Alsayed Algergawy, Faiez Gargouri)....Pages 880-891 Towards a Contextual and Semantic Information Retrieval System Based on Non-negative Matrix Factorization Technique (Nesrine Ksentini, Mohamed Tmar, Faïez Gargouri)....Pages 892-902 Design and Simulation of Multi-band M-shaped Vivaldi Antenna (Jalal J. Hamad Ameen)....Pages 903-912 Performance Evaluation of Openflow SDN Controllers (Sangeeta Mittal)....Pages 913-923 Monitoring Chili Crop and Gray Mould Disease Analysis Through Wireless Sensor Network (Sana Shaikh, Amiya Kumar Tripathy, Gurleen Gill, Anjali Gupta, Riya Hegde)....Pages 924-931 Intelligent AgriTrade to Abet Indian Farming (Kalpita Wagaskar, Nilakshi Joshi, Amiya Kumar Tripathy, Gauri Datar, Suraj Singhvi, Rohan Paul)....Pages 932-941 Evaluating the Efficiency of Higher Secondary Education State Boards in India: A DEA-ANN Approach (Natthan Singh, Millie Pant)....Pages 942-951 Design of Millimeter-Wave Microstrip Antenna Array for 5G Communications – A Comparative Study (Saswati Ghosh, Debarati Sen)....Pages 952-960 Simulation Design of Aircraft CFD Based on High Performance Parallel Computation (Yinfen Xie)....Pages 961-968 Determining the Optimum Release Policy Through Differential Evolution: A Case Study of Mula Irrigation Project ( Bilal, Millie Pant, Deepti Rani)....Pages 969-978 Characterising the Impact of Drought on Jowar (Sorghum spp) Crop Yield Using Bayesian Networks (Shubhangi S. Wankhede, Leisa J. Armstrong)....Pages 979-987 Linear Programming Based Optimum Crop Mix for Crop Cultivation in Assam State of India (Rajni Jain, Kingsly Immaneulraj, Lungkudailiu Malangmeih, Nivedita Deka, S. S. Raju, S. K. Srivastava et al.)....Pages 988-997 eDWaaS: A Scalable Educational Data Warehouse as a Service (Anupam Khan, Sourav Ghosh, Soumya K. Ghosh)....Pages 998-1007 Online Academic Social Networking Sites (ASNSs) Selection Through AHP for Placement of Advertisement of E-Learning Website (Meenu Singh, Millie Pant, Arshia Kaul, P. C. Jha)....Pages 1008-1017 Fingerprint Based Gender Identification Using Digital Image Processing and Artificial Neural Network (Mahendra Kanojia, Niketa Gandhi, Leisa J. Armstrong, Chetna Suthar)....Pages 1018-1027 Indian Mobile Agricultural Services Using Big Data and Internet of Things (IoT) (Pallavi Chatuphale, Leisa Armstrong)....Pages 1028-1037 A Study of the Privacy Attitudes of the Users of the Social Network(ing) Sites and Their Expectations from the Law in India (Sandeep Mittal, Priyanka Sharma)....Pages 1038-1051 Back Matter ....Pages 1053-1056