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16. ISDA 2016: Porto, Portugal
- Ana Maria Madureira
, Ajith Abraham, Dorabela Gamboa, Paulo Novais:
Intelligent Systems Design and Applications - 16th International Conference on Intelligent Systems Design and Applications (ISDA 2016) held in Porto, Portugal, December 16-18, 2016. Advances in Intelligent Systems and Computing 557, Springer 2017, ISBN 978-3-319-53479-4 - Cosmin Sabo
An Innovative Approach to Manage Heterogeneous Information Using Relational Database Systems. 1-10 - Aboudi Noura, Hechmi Shili, Lotfi Ben Romdhane:
Reliable Attribute Selection Based on Random Forest (RASER). 11-24 - Paulo Rogerio Nietto, Maria do Carmo Nicoletti:
Estimating the Number of Clusters as a Pre-processing Step to Unsupervised Learning. 25-34 - Rodrigo C. Camargos, Paulo Rogerio Nietto, Maria do Carmo Nicoletti:
Agglomerative and Divisive Approaches to Unsupervised Learning in Gestalt Clusters. 35-44 - Shafiq Alam
Improving Imputation Accuracy in Ordinal Data Using Classification. 45-56 - Alif Ridzuan Khairuddin
GA-PSO-FASTSLAM: A Hybrid Optimization Approach in Improving FastSLAM Performance. 57-66 - Rodrigo C. Camargos, Maria do Carmo Nicoletti:
Three Case Studies Using Agglomerative Clustering. 67-76 - Han-Yang Tang, Azah Kamilah Muda
Historic Document Image De-noising Using Principal Component Analysis (PCA) and Local Pixel Grouping (LPG). 77-87 - Ananda L. Freire, Ajalmar R. da Rocha Neto:
A Robust and Optimally Pruned Extreme Learning Machine. 88-98 - Doaa Hassan:
Investigating the Effect of Combining Text Clustering with Classification on Improving Spam Email Detection. 99-107 - Diego Parente Paiva Mesquita, João Paulo Pordeus Gomes:
Radial Basis Function Neural Networks for Datasets with Missing Values. 108-115 - Rebai Rim, Maalej Mohamed Amin, Adel Mahfoudhi, Mohamed Abid:
Evaluation Method for an Adaptive Web Interface: GOMS Model. 116-124 - Pedro Henrique Narloch, Rafael Stubs Parpinelli
Diversification Strategies in Differential Evolution Algorithm to Solve the Protein Structure Prediction Problem. 125-134 - Mehdi El Krari
Using Cluster Barycenters for the Generalized Traveling Salesman Problem. 135-143 - Cristóbal Medina-López, Ilshat Shakirov, Leocadio G. Casado
On Pollution Attacks in Fully Connected P2P Networks Using Trusted Peers. 144-153 - Chloé Desdouits, Mazen Alamir
Certification Under Uncertainties of Control Methods for Multisource Elevators. 154-164 - Lukas Haas, Rolf Steinbuch:
Robust and Reliable Bionic Optimization of Nonlinear Control Problems. 165-174 - Toshihiro Kitajima, Edwardo Arata Y. Murakami, Shunsuke Yoshimoto, Yoshihiro Kuroda
Human Detection Using Biological Signals in Camera Images with Privacy Aware. 175-186 - Tiia Ikonen, Keijo Haataja, Pekka J. Toivanen, Teemu Tolonen, Jorma Isola:
Nuclei Malignancy Analysis Based on an Adaptive Bottom-Hat Filter. 187-196 - Rafael Caldas, Yabing Hu, Fernando Buarque de Lima Neto
Self-Organizing Maps and Fuzzy C-Means Algorithms on Gait Analysis Based on Inertial Sensors Data. 197-205 - Onsa Lazzez, Wael Ouarda
Age, Gender, Race and Smile Prediction Based on Social Textual and Visual Data Analyzing. 206-215 - Daya Gupta, Vishal Gupta:
Test Suite Prioritization Using Nature Inspired Meta-Heuristic Algorithms. 216-226 - Walid Ellili, Abdelfetteh Lachtar, Mounir Samet:
A New Trajectory Optimization Approach for Safe Mobile Robot Navigation: A Comparative Study (Khepera II Mobile Robot). 227-238 - Mourad Rahali, Habiba Loukil, Mohamed Salim Bouhlel
The Improvement of an Image Compression Approach Using Weber-Fechner Law. 239-249 - Mehdi Azaouzi
A Minimal Rare Substructures-Based Model for Graph Database Indexing. 250-259 - Saliha Artabaz, Layth Sliman
Multibiometrics Enhancement Using Quality Measurement in Score Level Fusion. 260-267 - Tomás Horváth
Effects of Random Sampling on SVM Hyper-parameter Tuning. 268-278 - Edimilson Batista dos Santos, Massilon Lourenço Fernandes, Estevam R. Hruschka Jr., Maísa Cristina Duarte:
Bayesian Networks for Identifying Semantic Relations in a Never-Ending Learning System. 279-288 - Mahmoud Ltaief, Hala Bezine, Adel M. Alimi
Training a Spiking Neural Network to Generate Online Handwriting Movements. 289-298 - Jorge Sueiras, Victoria Ruíz, Ángel Sánchez, José Francisco Vélez:
Using a Synthetic Character Database for Training Deep Learning Models Applied to Offline Handwritten Recognition. 299-308 - Wesley Willy Oliveira de Souza, Estevam Rafael Hruschka Junior:
Cognitive Conversation Language - CCL. 309-318 - Imen Gaied, Farah Jemili
A Genetic-Fuzzy Classification Approach to Improve High-Dimensional Intrusion Detection System. 319-329 - Hamdi Kchaou
A New Data Placement Approach for Scientific Workflows in Cloud Computing Environments. 330-340 - Madson Luiz Dantas Dias, Ajalmar R. da Rocha Neto:
A Novel Simulated Annealing-Based Learning Algorithm for Training Support Vector Machines. 341-351 - Isabela M. C. de Albuquerque, Joao Batista Monteiro Filho, Fernando Buarque de Lima Neto
Fish School Search Variations and Other Metaheuristics in the Solution of Assembly Line Balancing Problems. 352-361 - Joao Batista Monteiro Filho, Isabela Maria Carneiro de Albuquerque, Fernando Buarque de Lima Neto
Improved Search Mechanisms for the Fish School Search Algorithm. 362-371 - Imen Souiden, Zaki Brahmi, Hajer Toumi:
A Survey on Outlier Detection in the Context of Stream Mining: Review of Existing Approaches and Recommadations. 372-383 - Khaoula Ben Abdellafou, Hatem Hadda, Ouajdi Korbaa
Heuristic for Scheduling Intrees on m Machines with Non-availability Constraints. 384-393 - João Lima Santanelli, Fernando Buarque de Lima Neto
Network Intrusion Detection Using Danger Theory and Genetic Algorithms. 394-405 - M. Nordin A. Rahman, Abdullahi Nababa Saidu, M. Fadzil A. Kadir, Syadiah Nor Shamsudin, Syarilla Iryani A. Saany:
A Gamification Model for Resource Sharing in Malaysian Schools Using Cloud Computing Platform. 406-416 - Karim Baati, Tarek M. Hamdani
A Modified Naïve Possibilistic Classifier for Numerical Data. 417-426 - Liang Chen, Hongbo Liu
Combinatorial Structural Clustering (CSC): A Novel Structural Clustering Approach for Large Scale Networks. 427-436 - Aurora Ramírez
Memetic Algorithms for the Automatic Discovery of Software Architectures. 437-447 - E. J. Solteiro Pires
Multi-objective Dynamic Analysis Using Fractional Entropy. 448-456 - Houda Zouhaier, Lamjed Ben Said
Multi-agent Based Truck Scheduling Using Ant Colony Intelligence in a Cross-Docking Platform. 457-466 - Senda Bouaziz, Ahlem Nabli
From Traditional Data Warehouse To Real Time Data Warehouse. 467-477 - Wiam Elleuch, Ali Wali, Adel M. Alimi
Intelligent Traffic Congestion Prediction System Based on ANN and Decision Tree Using Big GPS Traces. 478-487 - Emna Krichene, Youssef Masmoudi
Forecasting Using Elman Recurrent Neural Network. 488-497 - Mohanad Al-Behadili
Multi-objective Particle Swarm Optimisation for Robust Dynamic Scheduling in a Permutation Flow Shop. 498-507 - Francisco Padillo, José María Luna
Mining Perfectly Rare Itemsets on Big Data: An Approach Based on Apriori-Inverse and MapReduce. 508-518 - Marco A. Pinto-Orellana, Fabio Ribeiro Cerqueira:
Patient-Specific Epilepsy Seizure Detection Using Random Forest Classification over One-Dimension Transformed EEG Data. 519-528 - Leandro Bezerra Marinho
A New Approach to Human Activity Recognition Using Machine Learning Techniques. 529-538 - Murillo Barata Rodrigues, Leandro Bezerra Marinho
Lung Segmentation in Chest Computerized Tomography Images Using the Border Following Algorithm. 539-548 - Leila Ghorbel
Learner's Profile Hierarchization in an Interoperable Education System. 549-558 - Olfa Bali, Walid Elloumi, Ajith Abraham, Adel M. Alimi
ACO-PSO Optimization for Solving TSP Problem with GPU Acceleration. 559-569 - Daniel Soto, Wilson Soto:
A Parallel Adaptive PSO Algorithm with Non-iterative Electrostatic Repulsion and Social Dynamic Neighborhood. 570-581 - João C. Ferreira
Fishing Monitor System Data: A Naïve Bayes Approach. 582-591 - Dalila Durães
Detection of Behavioral Patterns for Increasing Attentiveness Level. 592-601 - Hanen Jemal, Zied Kechaou, Mounir Ben Ayed:
Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic. 602-611 - Hanen Abbes
M2Onto: An Approach and a Tool to Learn OWL Ontology from MongoDB Database. 612-621 - Rebai Rim, Maalej Mohamed Amin, Adel Mahfoudhi, Mohamed Abid:
Comparison of Hard and Probabilistic Evidence in Bayesian Model. 622-629 - Frederica Gonçalves
Towards Activity Theory - Preliminary Report: Ambient Intelligence Applied to Smart Education. 630-639 - Frederica Gonçalves
Emerging Opportunities for Ambient Intelligence in Creativity Support Tools. 640-648 - Eliana Costa e Silva
Time Series Data Mining for Energy Prices Forecasting: An Application to Real Data. 649-658 - Rania Chakroun, Mondher Frikha
Efficient Parameterization for Automatic Speaker Recognition Using Support Vector Machines. 659-666 - Samih Souissi, Ahmed Serhrouchni, Layth Sliman
Security Incident Response: Towards a Novel Decision-Making System. 667-676 - Abir Troudi, Corinne Amel Zayani
A New Social Media Mashup Approach. 677-686 - Rubén Salado-Cid, José Raúl Romero
Enabling the Definition and Reuse of Multi-Domain Workflow-Based Data Analysis. 687-696 - Zaineb Liouane, Tayeb Lemlouma, Philippe Roose, Frédéric Weis, Hassani Messaoud:
An Improved Elman Neural Network for Daily Living Activities Recognition. 697-707 - Rim Chiha, Mounir Ben Ayed:
Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data. 708-717 - André S. Santos
Evaluation of the Simulated Annealing and the Discrete Artificial Bee Colony in the Weight Tardiness Problem with Taguchi Experiments Parameterization. 718-727 - Maria Leonilde R. Varela
Industrial Plant Layout Analyzing Based on SNA. 728-737 - Zaineb Liouane, Tayeb Lemlouma, Philippe Roose, Frédéric Weis, Hassani Messaoud:
A Genetic Neural Network Approach for Unusual Behavior Prediction in Smart Home. 738-748 - Radhia Khdhir, Kais Mnif
New Adaptive Resource Allocation Scheme in LTE-Advanced. 749-759 - Asma Mejri, Sonia Ayachi Ghannouchi, Ricardo Martinho
An Approach for Measuring Flexibility of Business Processes Based on Distances Between Models and Their Variants. 760-770 - Ana Madureira
Specification of an Architecture for Self-organizing Scheduling Systems. 771-780 - Abir Boujelben, Tarak Chaari, Ikram Amous
Towards Better SWRL Rules Dependency Extraction. 781-790 - Shahrzad M. Pour, Una Benlic:
Clustering of Maintenance Tasks for the Danish Railway System. 791-799 - Fouzia Kahloun, Sonia Ayachi Ghannouchi:
Evaluating the Quality of Business Process Models Based on Measures and Criteria in Higher Education: Developing a Framework for Continuous Quality Improvement. 800-810 - Wafa Damak, Randa Boukhris Trabelsi, Alima Damak Masmoudi, Dorra Sellami, Amine Naït-Ali:
Age and Gender Classification from Finger Vein Patterns. 811-820 - Farah Fourati, Mohamed Tahar Bhiri, Riadh Robbana:
Coupling Event-B/ProB for the Analysis of the Software Architecture Evolution Described in PDDL. 821-830 - Hela Maddar, Wafa Kammoun, Habib Youssef:
Trust Intrusion Detection System Based on Location for Wireless Sensor Network. 831-840 - Jihed Elouni, Hela Ltifi, Mounir Ben Ayed, Mohamed Masmoudi:
Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment. 841-851 - Hela Maddar, Wafa Kammoun, Habib Youssef:
Cloudlets Architecture for Wireless Sensor Network. 852-862 - Elhoucine Benboussada, Mounir Ben Ayed, Adel M. Alimi
Data Fusion Classification Method Based on Multi Agents System. 863-870 - Noémi Gaskó
Community Detection in Bipartite Networks Using a Noisy Extremal Optimization Algorithm. 871-878 - Marwa Hentati, Lassaad Ben Ammar
An Approach for Incorporating the Usability Optimization Process into the Model Transformation. 879-888 - Alba A. Campos, José Elías C. Arroyo:
An ILS Heuristic for the Waste Collection Vehicle Routing Problem with Time Windows. 889-899 - Noura Labidi, Tarak Chaari, Rafik Bouaziz
An NLP-Based Ontology Population for Intentional Structure. 900-910 - Ivo Pereira
Metaheuristics Parameter Tuning Using Racing and Case-Based Reasoning in Scheduling Systems. 911-920 - Jonatas B. C. Chagas, André G. Santos:
A Branch-and-Price Algorithm for the Double Vehicle Routing Problem with Multiple Stacks and Heterogeneous Demand. 921-934 - Hana Mallek, Faiza Ghozzi
BigDimETL: ETL for Multidimensional Big Data. 935-944 - Leandro Pupo Natale, Nizam Omar:
Knowledge Integration in Collaborative Environments Using Supervised Ontological Alignment. 945-954 - Saulo Cunha Campos, José Elias C. Arroyo, Ricardo G. Tavares:
A General VNS Heuristic for a Three-Stage Assembly Flow Shop Scheduling Problem. 955-964 - Hajer Akid, Mounir Ben Ayed:
Towards NoSQL Graph Data Warehouse for Big Social Data Analysis. 965-973 - João N. C. Gonçalves
A Contribution of Dynamical Systems Theory and Epidemiological Modeling to a Viral Marketing Campaign. 974-983 - Marco Gomes
Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning. 984-994 - Omar Khrouf, Kaïs Khrouf
CobWeb Multidimensional Model: Visualizing OLAP Query Results Using Tag-Cloud Operators. 995-1004 - Ramzi Zouari, Houcine Boubaker, Monji Kherallah
A Time Delay Neural Network for Online Arabic Handwriting Recognition. 1005-1014 - Mariam Ben Hassen, Mohamed Turki, Faïez Gargouri
A Proposal to Model Knowledge Dimension in Sensitive Business Processes. 1015-1030 - Ana Lúcia Martins
Using Intelligent Systems to Improve Case Flow in Court Systems. 1031-1040 - Maryam Jallouli, Sonia Lajmi
Similarity and Trust Metrics Used in Recommender Systems: A Survey. 1041-1050 - Sergio Luis Suárez Gómez
Analysing the Performance of a Tomographic Reconstructor with Different Neural Networks Frameworks. 1051-1060 - José León, Gustavo A. Cardona
Robot Swarms Theory Applicable to Seek and Rescue Operation. 1061-1070 - Sahar Cherif, Nesrine Baklouti
Linguistic Representation by Fuzzy Formal Concept and Interval Type-2 Feature Selection. 1071-1081
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