Technical Program
19th International Conference on Intelligent Systems Design and Applications (ISDA 2019)
December 03-05, 2019
ISDA 2019 - Technical Programme
General Chairs Welcome Address
Ajith Abraham, Machine Intelligence Research Labs (MIR Labs), USA
Plenary Presentations
Data Jackets as Communicable Metadata for Potential Innovators
Yukio Ohsawa, University of Tokyo Japan
Machine learning for intention and behaviour analysis in the context of assistive mobility
Karim Djouani, University Paris Est Creteil (UPEC), Paris, France
Analog Circuit Design Optimization, What a challenge!
Mourad Fakhfakh, National School of Electronics and Telecommunications of Sfax, Tunisia
Computational Intelligence Guided Bio-sensors for Cancer Sub group Detection
Kaushik Das Sharma, University of Calcutta, India
Design of Artificial Intelligence Systems in Biometric Applications
Fabio Scotti, Università degli Studi di Milano, Italy
Addressing Hardware Security in Embedded Systems
Michael Pecht, University of Maryland, USA
New paradigms for Production Systems design
Ali Siadat, Ecole Nationale Sup rieure d'Arts et M tiers, France
Regular Papers and Presentations
1 Data Jackets as Communicable Metadata for Potential Innovators – Toward Opening to Social Contexts
Yukio Ohsawa, Sae Kondo and Teruaki Hayashi
9 A Proposal Based on Instance Typicality for Dealing with Nominal Attribute Values in Instance-Based Learning Environments
Sandro Vieira Gonçalves and Maria Do Carmo Nicoletti
10 Dataset for Intrusion Detection in Mobile Ad-Hoc Networks
Rahma Meddeb, Bayrem Triki, Farah Jemili and Ouajdi Korbaa
11 Visual Password Scheme Using Bag Context Shape Grammars
Blessing Ogbuokiri and Mpho Raborife
13 Peak detection enhancement in autonomous wearable Fall Detection
Mario Villar and José Ramón Villar
14 Automated detection of tuberculosis from sputum smear microscopic images using transfer learning techniques
Lillian Muyama, Joyce Nakatumba-Nabende and Deborah Mudali
15 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 and Niketa Gandhi
18 Automatic Detection of Parkinson's Disease from Speech using Acoustic, Prosodic and Phonetic Features
Rania Khaskhoussy and Yassine Ben Ayed
19 A Deep Convolutional Neural Network Model for Multi-Class Fruits Classification
Laith Alzubaidi, Omran Al-Shamma, Mohammed A. Fadhel, Zinah Mohsin Arkah, and Fouad H Awad
21 Distributed Architecture Of Snort IDS In Cloud Environment
Mondher Essid, Farah Jemili, and Ouajdi Korbaa
22 Turing-Style test approach for Verification andValidation of Unmanned Aerial Vehicles’intelligence
Marwa Brichni and Said Gattoufi
23 Big Data processing for Intrusion Detection System context: a review
Marwa Elayni, Farah Jemili, Ouajdi Korbaa and Basel SOLAIMAN
24 Hardware accelerator for real-time holographic projector
Mohammed A. Fadhel, Omran Al-Shamma and Laith Alzubaidi
25 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 and Pedro Pedrosa Rebouças Filho
26 Structures Discovering for Optimizing External Clustering Validation Metrics
Marcos Spalenza, Elias Oliveira and Juliana Campos Pirovani
29 The Influence of NER on the Essay Grading
Elias Oliveira, Juliana Pirovani, James Alves and Jessica Brito
32 Evaluation of acoustic features for early diagnosis of Alzheimer Disease
Randa Ben Ammar
34 P-Median Problem: a real case application
M. B. Bernábe-Loranca,R. González-Velázquez, Erika Granillo-Martinez, M. Romero-Montoya, Ricardo A. Barrera-Cámara
35 Towards Context-aware Business Process Cost Data Analysis including the Control-Flow Perspective - A Process Mining-based Approach
Dhafer Thabet, Nourhen Ganouni, Sonia Ayachi and Henda Ben Ghezala
36 Drone authentication using ID-Based Signcryption in LoRaWAN network
Sana Benzarti, Bayrem Triki and Ouajdi Korbaa
37 Extrinsic Plagiarism Detection for French language with word Embeddings
Maryam Elamine, Fethi Bougares, Seifeddine Mechti and Lamia Hadrich Belguith
38 Using Opinion Mining in Student Assessments to Improve Teaching Quality in Universities
Aillkeen Bezerra de Oliveira, Andre Luiz Firmino Alves and Cláudio De Souza Baptista
39 Automated threat propagation model through a topographical environment modelling
Kilian Vasnier, Abdel-Illah Mouaddib, Sylvain Gatepaille and Stéphan Brunessaux
40 Solving Lorenz ODE System Based Hardware Booster
Hassan Al-Yassin, Mohammed A. Fadhel, Omran Al-Shamma and Laith Alzubaidi
42 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 and Daniel Fernando Tello Gamarra
43 Paper co-citation analysis using semantic similarity measures
Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha and Houcemeddine Turki
44 Assessment of the ISNT rule on publicly available datasets.
Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet and Fulufhelo Nelwamondo
47 An autonomous fallers monitoring Kit: release 0.0
Enrique De La Cal Marín, Alvaro Da Silva, Mirko Fáñez Kertelj, José Ramón Villar, Javier Sedano and Víctor Gonzalez
48 Random Forest Missing Data Imputation Methods: Implications for Predicting At-Risk Students
Bevan Smith, Charles Chimedza and Jacoba H. Buhrmann
49 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 and Gustavo Nogara Dotto
50 An Effective Approach to Detect & Prevent Collaborative Grayhole Attack by Malicious Node in MANET
Sanjeev Yadav, Rupesh Kumar, Naveen Tiwari and Abhishek Bajpai
51 Hand-Crafted and Learned Features Fusion for Predicting Freezing of Gait Events in Patients with Parkinson's Disease
Hadeer Khalid Tawfiq, Nashwa El-Bendary and Ramadan Moawad
54 Signature of electronic documents based on fingerprint recognition using deep learning
Souhail Smaoui, Manel Ben Salah and Mustapha Sakka
55 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 and Daniel Fernando Tello Gamarra
57 The Use of Area Covered by Blood Vessels in Fundus Images to Detect Glaucoma
Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet and Fulufhelo Nelwamondo
58 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 and Rafal Niemiec
59 ReLU to enhance MDLSTM for offline Arabic handwriting recognition
Rania Maalej and Monji Kherallah
60 Histogram based Method for Unsupervised Meeting Speech Summarization
Nouha Dammak and Yassine Ben Ayed
61 Deep Support Vector Machines for Speech Emotion Recognition
Hadhami Aouani and Yassine Ben Ayed
62 Biometric Individual Identification System based on the ECG Signal
Sihem Hamza and Yassine Ben Ayed
64 Bayesian Anomaly Detection and Classification for Noisy Data
Ethan Roberts, Bruce Bassett and Michelle Lochner
67 How to trust the middle artificial intelligence: Uncertainty oriented evaluation
Marwa Brichni and Said Gattoufi
68 Design the HCI Interface Through Prototyping for the Telepresence Robot Empowered Smart Lab
Ramona Plogmann, Qing Tan and Frédérique Pivot
69 Ant Colony Optimization On An OBS Network with Link Cost And Impairments
Francois Du Plessis, M.C. Du Plessis and Timothy Gibbon
70 The Categorical Integration of Symbolic and Statistical AI: Quantum NLP and Applications to Cognitive and Machine Bias Problems
Yoshihiro Maruyama
71 Vehicle Routing Problem with Fuel Station Selection (VRPFSS): formulation and greedy heuristic
Jhonata Freitas and André G. Santos
73 Requirements Change Requests Classification: An Ontology-Based Approach
Zaineb Sakhrawi, Asma Sellami and Nadia Bouassida
74 An efficient MPLS-based approach for QoS providing in SDN
Manel Majdoub, Ali El Kamel and Habib Youssef
75 HoneyBees Mating Optimization Algorithm For The Static Bike Rebalancing Problem
Mariem Sebai, Ezzeddine Fatnassi and Lilia Rejeb
76 A Hybrid MAC protocol for heterogeneous M2M networks
Abdelfetteh Lachtar, Marwa Lachtar and Abdennaceur Kachouri
79 Hybrid approach for trajectory identification of mobile node via Lagrange interpolation and Kalman filtering framework
Pranchal Mishra, Akash Tripathi, Abhishek Bajpai and Naven Tiwari
80 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
81 Interoperable Decision Support System based on Multivariate Time Series for Setup Data Processing and Visualization
Leonilde Varela, Gabriela Amaral, Sofia Pereira, Diogo Machado, António Falcão, Rita Ribeiro, Emanuel Sousa, Jorge Santos and Alfredo Pereira
82 Cross-model retrieval Via Automatic Medical Image Diagnosis Generation
Sabrine Benzarti Somai, Wahiba Ben Abdessalem Karaa and Henda Hajjami Ben Ghezala
83 Gap-Filling of Missing Weather Conditions Data Using Support Vector Regression Method
Heba Osman, Nashwa El-Bendary and Essam El Fakharany
86 Automating the Process of Faculty Evaluation in a Private Higher Institution
Adewole Adewumi, Olamide Laleye, Sanjay Misra, Rytis Maskeliūnas, Robertas Damaševičius, and Ravin Ahuja
87 A Web Based System for the Discovery of Blood Banks and Donors in Emergencies
Babajide Ayeni, Olaperi Yeside Sowunmiand Sanjay Misra, Rytis Maskeliūnas, Robertas Damaševičius, and Ravin Ahuja
88 Cloud Based IoT-Enabled Solid Waste Monitoring System for Smart and Connected Communities
Aderemi A. Atayero, Segun I. Popoola, Rotimi Williams, Joke A. Badejo, and Sanjay Misra
89 Employability skills: A Web-based employer appraisal system for construction students
Afolabi Adedeji, Afolabi Ibukun, Ojelabi Rapheal, Sanjay Misra, Ravin Ahuja
90 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 and Ajith Abraham
91 Age Distribution Adjustments in Human Resource Department using Shuffled Frog Leaping Algorithm
Tarun Kumar Sharma and Ajith Abraham
92 Selection of Cloud Service Provider based on Sampled non-functional Attribute Set
Mehul Mahrishi, Kamal Kant Hiran and Ruchi Doshi
93 Image processing techniques for breast cancer detection: A Review
Mahendra Kanojia, Mohd. Abuzar Mohd. Haroon Ansari, Niketa Gandhi and S. K. Yadav
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