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11th IJCCI 2019: Vienna, Austria
- Juan Julián Merelo Guervós, Jonathan M. Garibaldi, Alejandro Linares-Barranco, Kurosh Madani, Kevin Warwick:
Proceedings of the 11th International Joint Conference on Computational Intelligence, IJCCI 2019, Vienna, Austria, September 17-19, 2019. ScitePress 2019, ISBN 978-989-758-384-1
Invited Speakers
- Pietro S. Oliveto:
How Theoretical Analyses Can Impact Practical Applications of Evolutionary Computation. IJCCI 2019: 5 - Marco Dorigo:
Self-organizing Robot Swarms. IJCCI 2019: 7 - Vesna Sesum-Cavic:
Swarm Intelligence in Distributed Systems' Use-cases. IJCCI 2019: 9-15 - Andreas Holzinger:
From Machine Learning to Explainable AI and Beyond. IJCCI 2019: 16
11th International Conference on Evolutionary Computation Theory and Applications
- Yuji Sato, Shota Ueno, Toshio Hirotsu:
Distributed Multi-objective Particle Swarm Optimization using Time-delayed Virtual Global Best Method. 21-30 - Thijs Laarhoven:
Evolutionary Techniques in Lattice Sieving Algorithms. 31-39 - Illya Bakurov, Mauro Castelli, Francesco Fontanella, Leonardo Vanneschi:
A Regression-like Classification System for Geometric Semantic Genetic Programming. 40-48 - Susanne Rosenthal, Markus Borschbach:
A Winning Score-based Evolutionary Process for Multi-and Many-objective Peptide Optimization. 49-58 - Ismail Mohamed, Fernando E. B. Otero:
Using Population-based Metaheuristics and Trend Representative Testing to Compose Strategies for Market Timing. 59-69 - Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck:
Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization. 70-81 - Roman Kalkreuth:
Two New Mutation Techniques for Cartesian Genetic Programming. 82-92 - Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin, Maria Semenkina:
Generalized Lehmer Mean for Success History based Adaptive Differential Evolution. 93-100 - Wouter Vrielink, Daan van den Berg:
Fireworks Algorithm versus Plant Propagation Algorithm. 101-112 - Alessandro Re, Leonardo Vanneschi, Mauro Castelli:
Universal Learning Machine with Genetic Programming. 115-122 - Ismail M. Ali, Daryl Essam, Kathryn Kasmarik:
New Designs of k-means Clustering and Crossover Operator for Solving Traveling Salesman Problems using Evolutionary Algorithms. 123-130 - Shikhar Garg, Sukriti Verma:
A Comparative Study of Evolutionary Methods for Feature Selection in Sentiment Analysis. 131-138 - Yahia Zakaria, Ahmed BahaaElDin, Mayada Hadhoud:
Applying Feature Selection to Rule Evolution for Dynamic Flexible Job Shop Scheduling. 139-146 - Evgenii Sopov, Alexey Vakhnin:
A Decomposition-based Approach for Constrained Large-Scale Global Optimization. 147-154 - Hafiz Faheem Shahid, Claus Pahl:
Enhanced Particle Swarm Optimisation and Multi Objective Optimization for the Orchestration of Edge Cloud Clusters. 155-162 - Gabriele Kasparaviciute, Malin Thelin, Peter Nordin, Per Söderstam, Christian Magnusson, Mattias Almljung:
Online Encoder-decoder Anomaly Detection using Encoder-decoder Architecture with Novel Self-configuring Neural Networks & Pure Linear Genetic Programming for Embedded Systems. 163-171 - Roman Kalkreuth, Andre Droschinsky:
On the Time Complexity of Simple Cartesian Genetic Programming. 172-179 - Vladimir Stanovov, Shakhnaz Akhmedova, Eugene Semenkin:
Genetic Algorithm with Success History based Parameter Adaptation. 180-187 - Guang Peng, Zhihao Shang, Katinka Wolter:
A Multiobjective Artificial Bee Colony Algorithm based on Decomposition. 188-195 - Mohiul Islam, Nawwaf Kharma, Vaibhav Sultan, Xiaojing Yang, Mohamed Mohamed, Kalpesh Sultan:
ME2: A Scalable Modular Meta-heuristic for Multi-modal Multi-dimension Optimization. 196-204 - Rémi Bédard-Couture, Nawwaf Kharma:
Playing Iterated Rock-Paper-Scissors with an Evolutionary Algorithm. 205-212 - Ondrej Subrt, Martin Bodlák, Matous Jandek, Vladimír Jarý, Antonín Kveton, Josef Nový, Jan Tomsa, Miroslav Virius:
Modified Differential Evolution in the Load Balancing Problem for the iFDAQ of the COMPASS Experiment at CERN. 213-220 - D. K. Valetov, G. D. Neuvazhaev, V. S. Svitelman, E. A. Saveleva:
Hybrid Cuckoo Search and Harmony Search Algorithm and Its Modifications for the Calibration of Groundwater Flow Models. 221-228 - Hao Wang, Lutz Hamel:
An Intelligent Design Explorer for New Violin Shapes. 229-236 - Laura Calle, Juan Julián Merelo Guervós, Mario García Valdez, Antonio Mora García:
Speeding Up Evaluation of Structures for the Angry Birds Game. 237-244 - Mikhail Melnik, Denis A. Nasonov, Alexey Liniov:
Intellectual Execution Scheme of Iterative Computational Models based on Symbiotic Interaction with Application for Urban Mobility Modelling. 245-251 - Ivan Ryzhikov, Christina Brester:
Restart Operator for Optimization Heuristics in Solving Linear Dynamical System Parameter Identification Problem. 252-258 - Christina Brester, Ivan Ryzhikov:
Tuning Parameters of Differential Evolution: Self-adaptation, Parallel Islands, or Co-operation. 259-264
11th International Conference on Fuzzy Computation Theory and Applications
- Yuji Yoshida:
Risk-sensitive Markov Decision Processes with Risk Constraints of Coherent Risk Measures in Fuzzy and Stochastic Environment. 269-277 - Alex Bertei, Renata H. S. Reiser, Luciana Foss:
Correlation Coefficient of Modal Level Operators: An Application to Medical Diagnosis. 278-287 - Anderson Braga de Avila, Renata Reiser, Maurício L. Pilla, Adenauer C. Yamin:
Interpreting Xor Intuitionistic Fuzzy Connectives from Quantum Fuzzy Computing. 288-295 - Rainer Palm, Achim J. Lilienthal:
Uncertainty and Fuzzy Modeling in Human-robot Navigation. 296-305 - Miljan Vucetic, Aleksej Makarov:
A Novel Method for Evaluating Records from a Dataset using Interval Type-2 Fuzzy Sets. 309-316 - Shaima Alghamdi, Nada Alzhrani, Haneen Algethami:
Fuzzy-Based Recommendation System for University Major Selection. 317-324 - Jamileh Yousefi, Andrew Hamilton-Wright, Charlie Obimbo:
A Synergistic Approach to Enhance the Accuracy-interpretability Trade-off of the NECLASS Classifier for Skewed Data Distribution. 325-334 - Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek:
Fuzzy-rough Fuzzification in General FL Classifiers. 335-342 - Robert K. Nowicki, Janusz T. Starczewski, Rafal Grycuk:
Extended Possibilistic Fuzzification for Classification. 343-350 - Philippe Aubry, Jérémy Marrez, Annick Valibouze:
The Real Transform: Computing Positive Solutions of Fuzzy Polynomial Systems. 351-359 - Christina Brester, Vladimir Stanovov, Ari Voutilainen, Tomi-Pekka Tuomainen, Eugene Semenkin, Mikko Kolehmainen:
Evolutionary Fuzzy Logic-based Model Design in Predicting Coronary Heart Disease and Its Progression. 360-366 - Esra Çakir, H. Ziya Ulukan:
A Fuzzy Logic Programming Environment for Recycling Facility Selection. 367-374
11th International Conference on Neural Computation Theory and Applications
- Alwyn J. Hoffman:
Neural Models for Benchmarking of Truck Driver Fuel Economy Performance. 379-390 - Luca Baldini, Alessio Martino, Antonello Rizzi:
Stochastic Information Granules Extraction for Graph Embedding and Classification. 391-402 - Mohammad O. Khan, Gary B. Parker:
Vision based Indoor Obstacle Avoidance using a Deep Convolutional Neural Network. 403-411 - Silvestr Stanko, Karel Macek:
Risk-averse Distributional Reinforcement Learning: A CVaR Optimization Approach. 412-423 - Fawaz A. Mereani, Jacob M. Howe:
Exact and Approximate Rule Extraction from Neural Networks with Boolean Features. 424-433 - Theus H. Aspiras, Ruixu Liu, Vijayan K. Asari:
Active Recall Networks for Multiperspectivity Learning through Shared Latent Space Optimization. 434-443 - Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Isabel Amaya-Rodriguez, Francisco Luna-Perejon, Javier Civit-Masot, Saturnino Vicente Diaz, Alejandro Linares-Barranco:
Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. 444-448 - Ali Mahmoudi, Reza Askari Moghadam, Kurosh Madani:
A Sequential Heteroscedastic Probabilistic Neural Network for Online Classification. 449-453 - Gloria Gonella, Elisabetta Binaghi, Paola Nocera, Cinzia Mordacchini:
Semi-automatic Segmentation of MRI Brain Metastases Combining Support Vector Machine and Morphological Operators. 457-463 - Avi Bleiweiss:
Neural Sequence Modeling in Physical Language Understanding. 464-472 - Vojtech Cahlík, Pavel Surynek:
On the Design of a Heuristic based on Artificial Neural Networks for the Near Optimal Solving of the (N2-1)-puzzle. 473-478 - Yasuaki Kuroe, Hitoshi Iima, Yutaka Maeda:
Learning Method of Recurrent Spiking Neural Networks to Realize Various Firing Patterns using Particle Swarm Optimization. 479-486 - Alessio Martino, Enrico De Santis, Luca Baldini, Antonello Rizzi:
Calibration Techniques for Binary Classification Problems: A Comparative Analysis. 487-495 - Alon Schclar, Amir Averbuch:
Unsupervised Detection of Sub-pixel Objects in Hyper-spectral Images via Diffusion Bases. 496-501 - Julie Bibaud-Alves, Philippe Thomas, Hind Bril El Haouzi:
Demand Forecasting using Artificial Neuronal Networks and Time Series: Application to a French Furniture Manufacturer Case Study. 502-507 - Debmalya Chatterjee, Saravanan Chandran:
Prediction and Classification of Heart Disease using AML and Power BI. 508-515 - Lourdes Duran-Lopez, Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco:
A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. 516-521 - Jochen Kerdels, Gabriele Peters:
Challenging the Intuition about Memory and Computation in Theories of Cognition. 522-527 - Isabel Amaya-Rodriguez, Lourdes Duran-Lopez, Francisco Luna-Perejon, Javier Civit-Masot, Juan Pedro Dominguez-Morales, Saturnino Vicente, Antón Civit, Daniel Cascado Caballero, Alejandro Linares-Barranco:
Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. 528-535 - Francisco Luna-Perejon, Javier Civit-Masot, Luis Muñoz-Saavedra, Lourdes Duran-Lopez, Isabel Amaya-Rodriguez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit Balcells, Manuel Jesus Domínguez-Morales:
Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. 536-541 - Javier Civit-Masot, Francisco Luna-Perejón, Lourdes Duran-Lopez, Juan Pedro Dominguez-Morales, Saturnino Vicente Diaz, Alejandro Linares-Barranco, Antón Civit:
Multi-dataset Training for Medical Image Segmentation as a Service. 542-547 - Stephen Obonyo, Daniel Ruiru:
Multitask Learning or Transfer Learning? Application to Cancer Detection. 548-555 - Roxane Desrousseaux, Gilles Bernard, Jean-Jacques Mariage:
Identify Theft Detection on e-Banking Account Opening. 556-563
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