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ORCID15th IJCCI 2023: Rome, Italy
- Niki van Stein, Francesco Marcelloni, H. K. Lam, Marie Cottrell, Joaquim Filipe:
Proceedings of the 15th International Joint Conference on Computational Intelligence, IJCCI 2023, Rome, Italy, November 13-15, 2023. SCITEPRESS 2023, ISBN 978-989-758-674-3
Invited Speakers
- Hani Hagras:
Towards True Explainable Artificial Intelligence for Real World Applications. 5-13 - Nikolaos Passalis, Pavlos Tosidis, Theodoros Manousis, Anastasios Tefas:
Deep Learning for Active Robotic Perception. 15-21 - Sanaz Mostaghim:
Next Generation of Multi-Objective Evolutionary Optimization and Decision-Making Algorithms. IJCCI 2023: 23 - Nikolaus Hansen:
Assessment and Evaluation of Empirical and Scientific Data. IJCCI 2023: 25
15th International Conference on Evolutionary Computation Theory and Applications
- André Thomaser, Marc-Eric Vogt, Thomas Bäck, Anna V. Kononova:
Real-World Optimization Benchmark from Vehicle Dynamics: Specification of Problems in 2D and Methodology for Transferring (Meta-)Optimized Algorithm Parameters. 31-40 - Anna Nickelson, Nicholas Zerbel, Gaurav Dixit, Kagan Tumer:
Shaping the Behavior Space with Counterfactual Agents in Multi-Objective Map Elites. 41-52 - Thibaut Bellanger, Matthieu Le Berre, Manuel Clergue, Jin-Kao Hao:
A One-Vs-One Approach to Improve Tangled Program Graph Performance on Classification Tasks. 53-63 - Henning Cui, Andreas Margraf, Jörg Hähner:
Equidistant Reorder Operator for Cartesian Genetic Programming. 64-74 - Baptiste Gasse, Sébastien Vérel, Jean-Michel Do:
MOEA/D with Adaptive Mutation Operator Based on Walsh Decomposition: Application to Nuclear Reactor Control Optimization. 75-85 - Yu Takei, Hernán E. Aguirre, Kiyoshi Tanaka:
Enhancing ε-Sampling in the AεSεH Evolutionary Multi-Objective Optimization Algorithm. 86-95 - Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan:
On Switching Selection Methods to Increase Parsimony Pressure. 96-107 - Helena Stegherr, Michael Heider, Jörg Hähner:
Assisting Convergence Behaviour Characterisation with Unsupervised Clustering. 108-118 - Fu Xing Long
, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, Niki van Stein:
Challenges of ELA-Guided Function Evolution Using Genetic Programming. 119-130 - Reitze Jansen, Ruben Horn, Okke van Eck, Kristian Verduin, Sarah L. Thomson, Daan van den Berg:
Can HP-protein Folding Be Solved with Genetic Algorithms? Maybe not. 131-140 - Nikita Sazhinov, Ruben Horn, Pieter Adriaans, Daan van den Berg:
The Partition Problem, and How The Distribution of Input Bits Affects the Solving Process. 143-150 - Simon Anderer, Nicolas Justen, Bernd Scheuermann, Sanaz Mostaghim:
Interactive Role Mining Including Expert Knowledge into Evolutionary Algorithms. 151-162 - Yudai Tagawa, Hernán E. Aguirre, Kiyoshi Tanaka:
A Study on Multi-Objective Optimization of Epistatic Binary Problems Using Q-learning. 163-171 - Seung-Yeol Hong, Yong-Hyuk Kim:
Maximizing Particle Coverage with Fixed-Area Rectangles. IJCCI 2023: 172-178 - Seo-Ah Yu, Choong-Ki Kim, Yong-Hyuk Kim:
A Genetic Algorithm for Marine Spatial Planning with Minimized Conflict Between Planned Regions. 179-185 - Konrad Krawczyk, Jaroslaw Arabas:
Comparison of Different Surrogate Models for the JADE Algorithm. 186-194 - Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan:
Adaptive Case Selection for Symbolic Regression in Grammatical Evolution. 195-205 - Himadri Sikhar Khargharia, Sid Shakya, Dymitr Ruta:
Comparative Analysis of Metaheuristics Techniques for Trade Data Harmonization. 206-213 - André Thomaser, Marc-Eric Vogt, Thomas Bäck, Anna V. Kononova:
Optimizing CMA-ES with CMA-ES. 214-221 - Jana Herzog, Janez Brest, Borko Boskovic:
A Comparison of the State-of-the-Art Evolutionary Algorithms with Different Stopping Conditions. 222-229 - Pravin Suryawanshi, Sandesh Gaikwad, Akansha Kumar, Akhil Patlolla, Sai K. Jayakumar:
A Hybrid Bayesian-Genetic Algorithm Based Hyperparameter Optimization of a LSTM Network for Demand Forecasting of Retail Products. 230-237 - Anuvab Sen, Arul Rhik Mazumder, Dibyarup Dutta, Udayon Sen, Pathikrit Syam, Sandipan Dhar:
Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting. 238-245 - Kristian Verduin, Sarah L. Thomson, Daan van den Berg:
Too Constrained for Genetic Algorithms too Hard for Evolutionary Computing the Traveling Tournament Problem. 246-257 - Rodica Ioana Lung:
A Game Theoretic Approach Based on Differential Evolution to Ensemble Learning for Classification. 258-264 - Pedro Romano, Luís Nunes, Sancho Oliveira:
Hybrid Training to Generate Robust Behaviour for Swarm Robotics Tasks. 265-277 - Prashanth H. C., Madhav Rao:
Meta-Heuristic Optimization of Transistor Sizing in CMOS Digital Designs. 278-287 - Vincent A. Cicirello:
A Survey and Analysis of Evolutionary Operators for Permutations. 288-299 - Andreas Margraf, Henning Cui, Stefan Baumann, Jörg Hähner:
Filter Evolution Using Cartesian Genetic Programming for Time Series Anomaly Detection. 300-307 - Henning Cui, Andreas Margraf, Michael Heider, Jörg Hähner:
Towards Understanding Crossover for Cartesian Genetic Programming. 308-314 - Sandipan Dhar, Anuvab Sen, Aritra Bandyopadhyay, Nanda Dulal Jana, Arjun Ghosh, Zahra Sarayloo:
Differential Evolution Algorithm Based Hyper-Parameters Selection of Convolutional Neural Network for Speech Command Recognition. 315-322
15th International Conference on Fuzzy Computation Theory and Applications
- Jirí Mockor:
Approximations of New MV-Valued Types of Fuzzy Sets. 327-337 - Zoltán Erno Csajbók:
Measuring and Ranking Bipolarity via Orthopairs. 338-347 - Sutapa Mahato, S. P. Tiwari:
On the Categories of Coalgebras, Dialgebras and Powerset Theory over L-Fuzzy Approximation Spaces. 348-358 - Julien Rosset, Laurent Donzé:
Fuzzy Least Squares and Fuzzy Orthogonal Least Squares Linear Regressions. 359-368 - Gabriella Casalino, Giovanna Castellano, Corrado Mencar:
Semi-Supervised Fuzzy C-Means for Regression. 369-375 - José Luis Corcuera Bárcena, Pietro Ducange, Riccardo Gallo, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini:
Experimental Assessment of Heterogeneous Fuzzy Regression Trees. 376-384 - Elissa Nadia Madi, Azwa Abdul Aziz, Binyamin Yusof:
A New Approach to Addressing Uncertainty in Information Technology with Fuzzy Multi-Criteria Decision Analysis. 387-394 - Jodavid de A. Ferreira, Arthur R. R. Lopes, Liliane S. Machado, Ronei M. Moraes:
A Novel Fuzzy Geometric Naive Bayes Network for Online Skills Assessment in Training Based on Virtual Reality. 395-401
15th International Conference on Neural Computation Theory and Applications
- Lucas Correia, Jan-Christoph Goos, Philipp Klein, Thomas Bäck, Anna V. Kononova:
MA-VAE: Multi-Head Attention-Based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-Series Applied to Automotive Endurance Powertrain Testing. 407-418 - Jean-Baptiste Chaudron, Alfonso Mascareñas González:
Exploring Segnet Architectures for iGPU Embedded Devices. 419-430 - Mamadou Kanouté, Edith Grall-Maës, Pierre Beauseroy:
Neural Network-Based Approach for Supervised Nonlinear Feature Selection. 431-439 - Hirokazu Shimauchi:
Unsupervised Representation Learning by Quasiconformal Extension. 440-449 - Petr Hyner, Jan Hula, Mikolás Janota:
Molecule Builder: Environment for Testing Reinforcement Learning Agents. 450-458 - Sabereh Taghdisi Rastkar, Danial Zendehdel, Enrico De Santis, Antonello Rizzi:
A Comparison Between Seasonal and Non-Seasonal Forecasting Techniques for Energy Demand Time Series in Smart Grids. 459-467 - Margarita Zaleshina, Alexander Zaleshin:
Application of the Flocking Method for Spatial Analysis of Brain Activity in Optogenetics Datasets. 471-478 - Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi:
CoreSelect: A New Approach to Select Landmarks for Dissimilarity Space Embedding. 479-486 - Dilek Yilmazer Demirel, Mehmet Tahir Sandikkaya:
MASD: Malicious Web Session Detection Using ML-Based Classifier. 487-495 - Stefan Glüge, Matthias Nyfeler, Nicola Ramagnano, Claus Horn, Christof Schüpbach:
Robust Drone Detection and Classification from Radio Frequency Signals Using Convolutional Neural Networks. 496-504 - Mahtab Mohtasham Khani, Kathryn Kasmarik, Shadi Abpeikar, Michael Barlow:
Using Abstraction Graphs to Promote Exploration in Curiosity-Inspired Intrinsic Motivation. 505-513 - Natasha Hamilton, Jim Harkin, Liam McDaid, Junxiu Liu, Eoghan Furey:
Feature Extraction Methods for Neural Networks in the Classification of Structural Health Anomalies. 514-523 - Nouf Alkaabi, Sid Shakya, Rabeb Mizouni:
Testing Variants of LSTM Networks for a Production Forecasting Problem. 524-531 - Yuki Saigo, Sho Yokota, Akihiro Matsumoto, Daisuke Chugo, Satoshi Muramatsu, Hiroshi Hashimoto:
Development of Kendo Motion Prediction System for VR Kendo Training System. 532-539 - Janis Mohr, Basile Tousside, Marco Schmidt, Jörg Frochte:
Multiple Additive Neural Networks: A Novel Approach to Continuous Learning in Regression and Classification. 540-547 - Ryo Senuma, Sho Yokota, Akihiro Matsumoto, Daisuke Chugo, Satoshi Muramatsu, Hiroshi Hashimoto:
Automatic Emoticons Insertion System Based on Acoustic Information of User Voice: 1st Report on Data Model for Emotion Estimation Using Machine Learning. 548-554 - Sarah L. Thomson, Niki van Stein, Daan van den Berg, Cees van Leeuwen:
The Opaque Nature of Intelligence and the Pursuit of Explainable AI. 555-564
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