Intelligent Systems Design and Applications : 19th International Conference on Intelligent Systems Design and Applications (ISDA 2019) Held December 3-5, 2019

This book highlights recent research on intelligent systems and nature-inspired computing. It presents 62 selected papers from the 19th International Conference on Intelligent Systems Design and Applications (ISDA 2019), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 33 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-xvi Data Jackets as Communicable Metadata for Potential Innovators – Toward Opening to Social Contexts (Yukio Ohsawa, Sae Kondo, Teruaki Hayashi)....Pages 1-13 A Proposal Based on Instance Typicality for Dealing with Nominal Attribute Values in Instance-Based Learning Environments (S. V. Gonçalves, M. C. Nicoletti)....Pages 14-23 Dataset for Intrusion Detection in Mobile Ad-Hoc Networks (Rahma Meddeb, Bayrem Triki, Farah Jemili, Ouajdi Korbaa)....Pages 24-34 Visual Password Scheme Using Bag Context Shape Grammars (Blessing Ogbuokiri, Mpho Raborife)....Pages 35-47 Peak Detection Enhancement in Autonomous Wearable Fall Detection (Mario Villar, Jose R. Villar)....Pages 48-58 Automated Detection of Tuberculosis from Sputum Smear Microscopic Images Using Transfer Learning Techniques (Lillian Muyama, Joyce Nakatumba-Nabende, Deborah Mudali)....Pages 59-68 Comparative Performance Analysis of Neural Network Base Training Algorithm and Neuro-Fuzzy System with SOM for the Purpose of Prediction of the Features of Superconductors (Subrato Bharati, Mohammad Atikur Rahman, Prajoy Podder, Md. Robiul Alam Robel, Niketa Gandhi)....Pages 69-79 Automatic Detection of Parkinson’s Disease from Speech Using Acoustic, Prosodic and Phonetic Features (Rania Khaskhoussy, Yassine Ben Ayed)....Pages 80-89 A Deep Convolutional Neural Network Model for Multi-class Fruits Classification (Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel, Zinah Mohsin Arkah, Fouad H. Awad)....Pages 90-99 Distributed Architecture of Snort IDS in Cloud Environment (Mondher Essid, Farah Jemili, Ouajdi Korbaa)....Pages 100-111 Turing-Style Test Approach for Verification and Validation of Unmanned Aerial Vehicles’ Intelligence (Marwa Brichni, Said El Gattoufi)....Pages 112-121 Big Data Processing for Intrusion Detection System Context: A Review (Marwa Elayni, Farah Jemili, Ouajdi Korbaa, Basel Solaiman)....Pages 122-131 Hardware Accelerator for Real-Time Holographic Projector (Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi)....Pages 132-139 Automatic Lung Segmentation in CT Images Using Mask R-CNN for Mapping the Feature Extraction in Supervised Methods of Machine Learning (Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, Shara S. A. Alves, Francisco Hércules dos S. Silva, Pedro Pedrosa Rebouças Filho)....Pages 140-149 Structures Discovering for Optimizing External Clustering Validation Metrics (Marcos A. Spalenza, Juliana P. C. Pirovani, Elias de Oliveira)....Pages 150-161 The Influence of NER on the Essay Grading (Elias Oliveira, James Alves, Jessica Brito, Juliana Pirovani)....Pages 162-171 Evaluation of Acoustic Features for Early Diagnosis of Alzheimer Disease (Randa Ben Ammar, Yassine Ben Ayed)....Pages 172-181 P-Median Problem: A Real Case Application (M. B. Bernábe-Loranca, R. González-Velázquez, Erika Granillo-Martinez, M. Romero-Montoya, Ricardo A. Barrera-Cámara)....Pages 182-192 Towards Context-Aware Business Process Cost Data Analysis Including the Control-Flow Perspective (Dhafer Thabet, Nourhen Ganouni, Sonia Ayachi Ghannouchi, Henda Hajjami Ben Ghezala)....Pages 193-204 Drone Authentication Using ID-Based Signcryption in LoRaWAN Network (Sana Benzarti, Bayrem Triki, Ouajdi Korbaa)....Pages 205-216 Extrinsic Plagiarism Detection for French Language with Word Embeddings (Maryam Elamine, Fethi Bougares, Seifeddine Mechti, Lamia Hadrich Belguith)....Pages 217-224 Using Opinion Mining in Student Assessments to Improve Teaching Quality in Universities (Aillkeen Bezerra de Oliveira, André Luiz F. Alves, Cláudio de Souza Baptista)....Pages 225-234 Automated Threat Propagation Model Through a Topographical Environment Modelling (Kilian Vasnier, Abdel-Illah Mouaddib, Sylvain Gatepaille, Stephan Brunessaux)....Pages 235-244 Solving Lorenz ODE System Based Hardware Booster (Hassan Al-Yassin, Mohammed A. Fadhel, Omran Al-Shamma, Laith Alzubaidi)....Pages 245-254 Object Recognition Software Using RGBD Kinect Images and the YOLO Algorithm for Mobile Robot Navigation (Douglas Henke dos Reis, Daniel Welfer, Marco Antonio de Souza Leite Cuadros, Daniel Fernando Tello Gamarra)....Pages 255-263 Paper Co-citation Analysis Using Semantic Similarity Measures (Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha, Houcemeddine Turki)....Pages 264-277 Assessment of the ISNT Rule on Publicly Available Datasets (J. Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo)....Pages 278-286 An Autonomous Fallers Monitoring Kit: Release 0.0 (Enrique de la Cal, Alvaro DaSilva, Mirko Fáñez, Jose Ramón Villar, Javier Sedano, Victor Suárez)....Pages 287-297 Random Forest Missing Data Imputation Methods: Implications for Predicting At-Risk Students (Bevan I. Smith, Charles Chimedza, Jacoba H. Bührmann)....Pages 298-308 Noise Reduction with Detail Preservation in Low-Dose Dental CT Images by Morphological Operators and BM3D (Romulo Marconato Stringhini, Daniel Welfer, Daniel Fernando Tello Gamarra, Gustavo Nogara Dotto)....Pages 309-317 An Effective Approach to Detect and Prevent Collaborative Grayhole Attack by Malicious Node in MANET (Sanjeev Yadav, Rupesh Kumar, Naveen Tiwari, Abhishek Bajpai)....Pages 318-335 Hand-Crafted and Learned Features Fusion for Predicting Freezing of Gait Events in Patients with Parkinson’s Disease (Hadeer El-ziaat, Nashwa El-Bendary, Ramadan Moawad)....Pages 336-345 Signature of Electronic Documents Based on Fingerprint Recognition Using Deep Learning (Souhaïl Smaoui, Manel Ben Salah, Mustapha Sakka)....Pages 346-354 Comparison of a Trajectory Controller Based on Fuzzy Logic and Backstepping Using Image Processing for a Mobile Robot (Rodrigo Mattos da Silva, Thiago Rodrigues Garcia, Marco Antonio de Souza Leite Cuadros, Daniel Fernando Tello Gamarra)....Pages 355-364 The Use of Area Covered by Blood Vessels in Fundus Images to Detect Glaucoma (J. Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo)....Pages 365-375 Complexity of Rule Sets Induced from Data with Many Lost Values and “Do Not Care” Conditions (Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Teresa Mroczek, Rafal Niemiec)....Pages 376-385 ReLU to Enhance MDLSTM for Offline Arabic Handwriting Recognition (Rania Maalej, Monji Kherallah)....Pages 386-395 Histogram Based Method for Unsupervised Meeting Speech Summarization (Nouha Dammak, Yassine BenAyed)....Pages 396-405 Deep Support Vector Machines for Speech Emotion Recognition (Hadhami Aouani, Yassine Ben Ayed)....Pages 406-415 Biometric Individual Identification System Based on the ECG Signal (Sihem Hamza, Yassine Ben Ayed)....Pages 416-425 Bayesian Anomaly Detection and Classification for Noisy Data (Ethan Roberts, Bruce A. Bassett, Michelle Lochner)....Pages 426-435 How to Trust the Middle Artificial Intelligence: Uncertainty Oriented Evaluation (Marwa Brichni, Said El Gattoufi)....Pages 436-445 Design the HCI Interface Through Prototyping for the Telepresence Robot Empowered Smart Lab (Ramona Plogmann, Qing Tan, Frédérique Pivot)....Pages 446-455 Ant Colony Optimization on an OBS Network with Link Cost and Impairments (Francois Du Plessis, M. C. Du Plessis, Tim Gibbon)....Pages 456-465 The Categorical Integration of Symbolic and Statistical AI: Quantum NLP and Applications to Cognitive and Machine Bias Problems (Yoshihiro Maruyama)....Pages 466-476 Vehicle Routing Problem with Fuel Station Selection (VRPFSS): Formulation and Greedy Heuristic (Jhonata Soares de Freitas, André Gustavo dos Santos)....Pages 477-486 Requirements Change Requests Classification: An Ontology-Based Approach (Zaineb Sakhrawi, Asma Sellami, Nadia Bouassida)....Pages 487-496 An Efficient MPLS-Based Approach for QoS Providing in SDN (Manel Majdoub, Ali El Kamel, Habib Youssef)....Pages 497-508 HoneyBees Mating Optimization Algorithm for the Static Bike Rebalancing Problem (Mariem Sebai, Ezzeddine Fatnassi, Lilia Rejeb)....Pages 509-519 A Hybrid MAC Protocol for Heterogeneous M2M Networks (Abdelfetteh Lachtar, Marwa Lachtar, Abdennaceur Kachouri)....Pages 520-529 Hybrid Approach for Trajectory Identification of Mobile Node via Lagrange Interpolation and Kalman Filtering Framework (Pranchal Mishra, Ayush Tripathi, Abhishek Bajpai, Naveen Tiwari)....Pages 530-539 Post-Truth AI and Big Data Epistemology: From the Genealogy of Artificial Intelligence to the Nature of Data Science as a New Kind of Science (Yoshihiro Maruyama)....Pages 540-549 Interoperable Decision Support System Based on Multivariate Time Series for Setup Data Processing and Visualization (M. L. R. Varela, Gabriela Amaral, Sofia Pereira, Diogo Machado, António Falcão, Rita Ribeiro et al.)....Pages 550-560 Cross-Model Retrieval Via Automatic Medical Image Diagnosis Generation (Sabrine Benzarti, Wahiba Ben Abdessalem Karaa, Henda Hajjami Ben Ghezala)....Pages 561-571 Gap-Filling of Missing Weather Conditions Data Using Support Vector Regression Method (Heba Osman, Nashwa El-Bendary, Essam El Fakharany)....Pages 572-581 Automating the Process of Faculty Evaluation in a Private Higher Institution (Adewole Adewumi, Olamide Laleye, Sanjay Misra, Rytis Maskeliūnas, Robertas Damaševičius, Ravin Ahuja)....Pages 582-591 A Web Based System for the Discovery of Blood Banks and Donors in Emergencies (Babajide Ayeni, Olaperi Yeside Sowunmi, Sanjay Misra, Rytis Maskeliūnas, Robertas Damaševičius, Ravin Ahuja)....Pages 592-600 Smart City Waste Management System Using Internet of Things and Cloud Computing (Aderemi A. Atayero, Segun I. Popoola, Rotimi Williams, Joke A. Badejo, Sanjay Misra)....Pages 601-611 Employability Skills: A Web-Based Employer Appraisal System for Construction Students (Afolabi Adedeji, Afolabi Ibukun, Ojelabi Rapheal, Sanjay Misra, Ravin Ahuja)....Pages 612-621 A Prognosis Method for Esophageal Squamous Cell Carcinoma Based on CT Image and Three-Dimensional Convolutional Neural Networks (Kaipeng Fan, Jifeng Guo, Bo Yang, Lin Wang, Lizhi Peng, Baosheng Li et al.)....Pages 622-631 Age Distribution Adjustments in Human Resource Department Using Shuffled Frog Leaping Algorithm (Tarun K. Sharma, Ajith Abraham)....Pages 632-640 Selection of Cloud Service Provider Based on Sampled Non-functional Attribute Set (Mehul Mahrishi, Kamal Kant Hiran, Ruchi Doshi)....Pages 641-648 Image Processing Techniques for Breast Cancer Detection: A Review (Mahendra G. Kanojia, Mohd. Abuzar Mohd. Haroon Ansari, Niketa Gandhi, S. K. Yadav)....Pages 649-660 Back Matter ....Pages 661-663