Ajith Abraham - Patrick SiarryKun Ma - Arturas KaklauskasEditors

Intelligent Systems Designand Applications19th International Conference on IntelligentSystems Design and Applications(ISDA 2019) held December 3—5, 2019

2 Springer

Contents

Data Jackets as Communicable Metadata for PotentialInnovators ~ Toward Opening to Social Contexts .... Dl. ]

Yukio Ohsawa, Sae Kondo, and Teruaki Hayashi

A Proposal Based on Instance Typicality for Dealing with NominalAttribute Values in Instance-Based Learning Environments ... . 14S. V. Gongalves and M. C. Nicoletti

Dataset for Intrusion Detection in Mobile Ad-Hoc Networks . 24Rahma Meddeb, Bayrem Triki, Farah Jemili, and Ouajdi Korbaa

Visual Password Scheme Using Bag Context Shape Grammars....... 5Blessing Ogbuokiri and Mpho RaborifePeak Detection Enhancement in Autonomous WearableFall Detection . . . s. 2

Mario Villar and Jose R. Villar

Automated Detection of Tuberculosis from Sputum SmearMicroscopic Images Using Transfer Learning Techniques ;Lillian Muyama, Joyce Nakatumba-Nabende, and Deborah Mudali

Comparative Performance Analysis of Neural Network BaseTraining Algorithm and Neuro-Fuzzy System with SOMfor the Purpose of Prediction of the Features of Superconductors . . . .

Subrato Bharati, Mohammad Atikur Rahman, Prajoy Podder,Md. Robiul Alam Robel, and Niketa Gandhi

Automatic Detection of Parkinson’s Disease from Speech UsingAcoustic, Prosodic and Phonetic Features ERania Khaskhoussy and Yassine Ben Ayed

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A Deep Convolutional Neural Network Model for Multi-classFruits Classification . . . ud

Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel,Zinah Mohsin Arkah, and Fouad H. Awad

Distributed Architecture of Snort IDS in Cloud Environment =. . :

Mondher Essid, Farah Jemili, and Ouajdi Korbaa

Turing-Style Test Approach for Verification and Validationof Unmanned Aerial Vehicles’ Intelligence . . . 2

Marwa Brichni and Said El Gattoufi

Big Data Processing for Intrusion Detection System Context:A Review .... 22

Marwa Elayni, Farah Jemili, Ouajdi Korbaa, and Basel Solaiman

Hardware Accelerator for Real-Time Holographic Projector 2Mohammed A. Fadhel, Omran Al-Shamma, and Laith Alzubaidi

Automatic Lung Segmentation in CT Images Using Mask R-CNNfor Mapping the Feature Extraction in Supervised Methodsof Machine Learning . . . ]

Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, Shara S. A. Alves,Francisco Hércules dos S. Silva, and Pedro Pedrosa Rebougas Filho

Structures Discovering for Optimizing External ClusteringValidation Metrics . . . 'J

Marcos A. Spalenza, Juliana P. C. Pirovani, and Elias de Oliveira

The Infiuence of NER on the Essay Grading . 2Elias Oliveira, James Alves, Jessica Brito, and Juliana Pirovani

Evaluation of Acoustic Features for Early Diagnosisof Alzheimer Disease . . 12

Randa Ben Ammar and Yassine Ben Ayed

P-Median Problem: A Real Case Application. 3M. B. Bernäbe-Loranca, R. Gonzälez-Veläzquez,Erika Granillo-Martinez, M. Romero-Montoya,and Ricardo A. Barrera-Cämara

Towards Context-Aware Business Process Cost Data AnalysisIncluding the Control-Flow Perspective . . D. 7

Dhafer Thabet, Nourhen Ganouni, Sonia Ayachi Ghannouchi,and Henda Hajjami Ben Ghezala

Drone Authentication Using ID-Based Signeryptionin LoRaWAN Network.Sana Benzarti, Bayrem Triki, and Ouajdi Korbaa

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Extrinsic Plagiarism Detection for French Languagewith Word Embeddings . . . . . 7

Maryam Elamine, Fethi Bougares, Seifeddine Mechti,and Lamia Hadrich Belguith

Using Opinion Mining in Student Assessments to ImproveTeaching Quality in Universities.Aillkeen Bezerra de Oliveira, André Luiz F. Alves,and Cláudio de Souza Baptista

Automated Threat Propagation Model Through a TopographicalEnvironment Modelling .

Kilian Vasnier, Abdel-Illah Mouaddib, Sylvain Gatepaille,and Stephan Brunessaux

Solving Lorenz ODE System Based Hardware Booster .Hassan Al-Yassin, Mohammed A. Fadhel, Omran Al-Shamma,and Laith Alzubaidi

Object Recognition Software Using RGBD Kinect Imagesand the YOLO Algorithm for Mobile Robot Navigation..Douglas Henke dos Reis, Daniel Welfer,Marco Antonio de Souza Leite Cuadros,and Daniel Fernando Tello Gamarra

Paper Co-citation Analysis Using Semantic Similarity MeasuresMobamed Ali Hadj Taieb, Mohamed Ben Aouicha,and Houcemeddine TurkiAssessment of the ISNT Rule on Publicly Available Datasets..J. Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet,and Fulufhelo V. Nelwamondo

An Autonomous Fallers Monitoring Kit: Release 0.0 llEnrique de la Cal, Alvaro DaSilva, Mirko Fáfiez, Jose Ramón Villar,Javier Sedano, and Victor Suárez

Random Forest Missing Data Imputation Methods:Implications for Predicting At-Risk Students .Bevan I. Smith, Charles Chimedza, and Jacoba H. Bührmann

Noise Reduction with Detail Preservation in Low-Dose Dental CTImages by Morphological Operators and BM3D .....Romulo Marconato Stringhini, Daniel Welfer,Daniel Fernando Tello Gamarra, and Gustavo Nogara Dotto

An Effective Approach to Detect and Prevent Collaborative GrayholeAttack by Malicious Node in MANET ....Sanjeev Yadav, Rupesh Kumar, Naveen Tiwari, and Abhishek Bajpai

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Hand-Crafted and Learned Features Fusion for Predicting Freezingof Gait Events in Patients with Parkinson’s Disease }Hadeer El-ziaat, Nashwa El-Bendary, and Ramadan Moawad

Signature of Electronic Documents Based on FingerprintRecognition Using Deep Learning ... ,Souhail Smaoui, Manel Ben Salah, and Mustapha Sakka

Comparison of a Trajectory Controller Based on Fuzzy Logicand Backstepping Using Image Processing for a Mobile Robot . . . 3

Rodrigo Mattos da Silva, Thiago Rodrigues Garcia,Marco Antonio de Souza Leite Cuadros,and Daniel Fernando Tello Gamarra

The Use of Area Covered by Blood Vessels in Fundus Imagesto Detect Glaucoma .. D.

J. Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet,and Fulufhelo V. Nelwamondo

Complexity of Rule Sets Induced from Data with Many LostValues and “Do Not Care” Conditions. . . . ;

Patrick G. Clark, Jerzy W. Grzymala-Busse, Zdzislaw S. Hinne.Teresa Mroczek, and Rafal Niemiec

ReLU to Enhance MDLSTM for ArabicHandwriting Recognition . . D.

Rania Maalej and Monji Kherallah

Histogram Based Method for Unsupervised MeetingSpeech Summarization . . . . D. D.

Nouha Dammak and Yassine BenAyed

Deep Support Vector Machines for Speech EmotionRecognition ... ;

Hadhami Aouani and Yassine Ben Ayed

Biometric Individual Identification System Basedon the ECG Signal . . . ;

Sihem Hamza and Yassine Ben Ayed

Bayesian Anomaly Detection and Classification for Noisy Data . . )Ethan Roberts, Bruce A. Bassett, and Michelle Lochner

How to Trust the Middle Artificial Intelligence:Uncertainty Oriented Evaluation . . . . )

Marwa Brichni and Said El Gattoufi

Design the HCI Interface Through Prototyping for the TelepresenceRobot Empowered Smart Lab . .

Ramona Plogmann, Qing Tan, and Frédérique Pivot

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Ant Colony Optimization on an OBS Network with Link Costand Impairments ...Francois Du Plessis, M. C. Du Plessis, and Tim Gibbon

The Categorical Integration of Symbolic and Statistical AI:Quantum NLP and Applications to Cognitive and MachineBias Problems . .

Yoshihiro Maruyama

Vehicle Routing Problem with Fuel Station Selection (VRPFSS):Formulation and Greedy Heuristic.... . 7Jhonata Soares de Freitas and André Gustavo dos Santos

Requirements Change Requests Classification:An Ontology-Based Approach .... 7Zaineb Sakhrawi, Asma Sellami, and Nadia Bouassida

An Efficient MPLS-Based Approach for QoS Providing in SDN MManel Majdoub, Ali El Kamel, and Habib Youssef

HoneyBees Mating Optimization Algorithm for the Static BikeRebalancing Problem ...... )

Mariem Sebai, Ezzeddine Fatnassi, and Lilia Rejeb

A Hybrid MAC Protocol for Heterogeneous M2M Networks. 7)Abdelfetteh Lachtar, Marwa Lachtar, and Abdennaceur Kachouri

Hybrid Approach for Trajectory Identification of Mobile Node viaLagrange Interpolation and Kalman Filtering Framework . )Pranchal Mishra, Ayush Tripathi, Abhishek Bajpai, and Naveen Tiwari

Post-Truth AI and Big Data Epistemology: From the Genealogyof Artificial Intelligence to the Nature of Data Science as a NewKind of Science ..... . )

Yoshihiro Maruyama

Interoperable Decision Support System Based on Multivariate TimeSeries for Setup Data Processing and Visualization .M. L. R. Varela, Gabriela Amaral, Sofia Pereira, Diogo Machado,Antônio Falcäo, Rita Ribeiro, Emanuel Sousa, Jorge Santos,and Alfredo F. Pereira

Cross-Model Retrieval Via Automatic Medical ImageDiagnosis Generation ......

Sabrine Benzarti, Wahiba Ben Abdessalem Karaa,and Henda Hajjami Ben Ghezala

Gap-Filling of Missing Weather Conditions Data Using SupportVector Regression Method ..... sse 1

Heba Osman, Nashwa El-Bendary, and Essam El Fakharany

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Automating the Process of Faculty Evaluation in a PrivateHigher Institution . . D. :2

Adewole Adewumi, Olamide Laleye, Sanjay Misra, Rytis Maskeliünas,Robertas Damasevièius, and Ravin Ahuja

A Web Based System for the Discovery of Blood Banksand Donors in Emergencies DBabajide Ayeni, Olaperi Yeside Sowunmi, Sanjay Misra,Rytis Maskeliünas, Robertas Damasevièius, and Ravin Ahuja

Smart City Waste Management System Using Internet of Thingsand Cloud Computing .. .. M

Aderemi A. Atayero, Segun I. Popoola, Rotimi Williams, Joke A. Badejo,and Sanjay Misra

Employability Skills: A Web-Based Employer Appraisal Systemfor Construction Students .... an

Afolabi Adedeji, Afolabi Ibukun, Ojelabi Rapheal, Sanjay Misra,and Ravin Ahuja

A Prognosis Method for Esophageal Squamous Cell CarcinomaBased on CT Image and Three-Dimensional ConvolutionalNeural Networks . il. 5

Kaipeng Fan, Jifeng Guo, Bo Yang, Lin Wang, Lizhi Peng,Baosheng Li, Jian Zhu, and Ajith Abraham

Age Distribution Adjustments in Human Resource DepartmentUsing Shuffied Frog Leaping Algorithm....ETarun K. Sharma and Ajith Abraham

Selection of Cloud Service Provider Based on SampledNon-functional Attribute Set . .. Al

Mehul Mahrishi, Kamal Kant Hiran, and Ruchi Doshi

Image Processing Techniques for Breast Cancer Detection:A Review ... 49

Mahendra G. Kanojia, Mohd. Abuzar Mohd. Haroon Ansari,Niketa Gandhi, and S. K. Yadav

Author Index....... oes. . |]

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