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ORCID14th IJCCI 2022
- Thomas Bäck, Bas van Stein, Christian Wagner, Jonathan M. Garibaldi, H. K. Lam, Marie Cottrell, Faiyaz Doctor, Joaquim Filipe, Kevin Warwick, Janusz Kacprzyk:
Proceedings of the 14th International Joint Conference on Computational Intelligence, IJCCI 2022, Valletta, Malta, October 24-26, 2022. SCITEPRESS 2022, ISBN 978-989-758-611-8
Invited Speakers
- Abir Hussain:
Data Science and Industrial Applications. IJCCI 2022: 5 - A. E. Eiben:
Evolving Embodied Intelligence. IJCCI 2022: 7 - Anna Wilbik
:
Federated Learning: A Hype or a Trend? 9-11
14th International Conference on Evolutionary Computation Theory and Applications
- Yuxuan Yang, Hadi Akbarzadeh Khorshidi, Uwe Aickelin:
Cluster-based Diversity Over-sampling: A Density and Diversity Oriented Synthetic Over-sampling for Imbalanced Data. 17-28 - Dante Niewenhuis, Daan van den Berg:
Making Hard(Er) Bechmark Test Functions. 29-38 - Michael Heider, Helena Stegherr, David Pätzel, Roman Sraj, Jonathan Wurth, Benedikt Volger, Jörg Hähner:
Approaches for Rule Discovery in a Learning Classifier System. 39-49 - Roman Kalkreuth:
Towards Phenotypic Duplication and Inversion in Cartesian Genetic Programming. 50-61 - Sana Ikli:
A Rolling Horizon Approach for the Dynamic Scheduling of Flying Taxis. 65-73 - Lucas Morais, Rodrigo Gonçalves, Alexandre Tazoniero, Fernando A. C. Gomide:
Algorithms for Freight Train Scheduling. 74-81 - Ruba Abu Khurma, Moutaz Alazab, Juan Julián Merelo, Pedro A. Castillo:
New Evolutionary Selection Operators for Snake Optimizer. 82-90 - Rodica Ioana Lung:
An Extremal Optimization Algorithm for Improving Gaussian Mixture Search. 91-96 - Mahsa Mahdinejad, Aidan Murphy, Patrick Healy, Conor Ryan:
Parameterising the SA-UNet using a Genetic Algorithm. IJCCI 2022: 97-104 - Joeri Sleegers, Sarah L. Thomson, Daan van den Berg:
Universally Hard Hamiltonian Cycle Problem Instances. 105-111 - Prashanth H. C., Madhav Rao:
Improving Digital Circuit Synthesis of Complex Functions using Binary Weighted Fitness and Variable Mutation Rate in Cartesian Genetic Programming. 112-120 - Simon Anderer, Alpay Sahin, Bernd Scheuermann, Sanaz Mostaghim:
On using Authorization Traces to Support Role Mining with Evolutionary Algorithms. 121-132 - Justin Pauckert, Matthieu Parizy, Mayowa Ayodele:
Strategic Solution Combination in Scatter Search for Quadratic Unconstrained Binary Optimization. 133-142 - Eyal Segal, Moshe Sipper:
Adaptive Combination of a Genetic Algorithm and Novelty Search for Deep Neuroevolution. 143-150 - Thimershen Achary, Anban W. Pillay, Edgar Jembere:
Towards Rigorous Foundations for Metaheuristic Research. 151-157
14th International Conference on Fuzzy Computation Theory and Applications
- Albeiro Espinal, Yannis Haralambous, Dominique Bedart, John Puentes:
An Ontology-based Possibilistic Framework for Extracting Relevant Terms from Job Advertisements. 163-174 - Pedro Henrique Gouvêa Coelho, José F. M. do Amaral, Yuri Campos Bacelar, Eduardo Nepomuceno da Rocha, Matheus C. Bentes:
Evolving Analog Electronic Circuits for Fuzzy Membership Functions Generation. 175-182 - Zoltán Erno Csajbók:
Rough Real Functions and Intuitionistic L-fuzziness. 183-190 - Leandro Maciel, Rosangela Ballini, Fernando A. C. Gomide:
Data Driven Level Set Fuzzy Modeling for Cryptocurrencies Price Forecasting. 193-198 - Antonino Capillo, Enrico De Santis, Fabio Massimo Frattale Mascioli, Antonello Rizzi:
Synthesis of an Evolutionary Fuzzy Multi-objective Energy Management System for an Electric Boat. 199-208 - Martina Danková:
A Novel Approach to Weighted Fuzzy Rules for Positive Samples. 209-216 - Martin Cabotte, Pierre-Alexandre Hébert, Émilie Poisson Caillault:
Fuzzy and Evidential Contribution to Multilevel Clustering. 217-224 - Tatiana Pleshkova, Vladimir Stanovov:
Hybrid Fuzzy Classification Algorithm with Modifed Initialization and Crossover. 225-231
14th International Conference on Neural Computation Theory and Applications
- Wenzel Pilar von Pilchau, Anthony Stein, Jörg Hähner:
Interpolated Experience Replay for Continuous Environments. 237-248 - André Artelt, Johannes Brinkrolf, Roel Visser, Barbara Hammer:
Explaining Reject Options of Learning Vector Quantization Classifiers. 249-261 - Kevin Swingler:
A Suite of Incremental Image Degradation Operators for Testing Image Classification Algorithms. 262-272 - Andreas Meißner, Andreas Fröhlich, Michaela Geierhos:
Keep It Simple: Local Search-based Latent Space Editing. 273-283 - Anton Mamaev, Ivan A. Gorbunov:
Spatial Simulation of the Müller-Lyer Illusion Genesis with Convolutional Neural Networks. 284-291 - Takuya Kanazawa, Chetan Gupta:
Sample-based Uncertainty Quantification with a Single Deterministic Neural Network. 292-304 - Stephen Obonyo, Nicolas Jouandeau, Dickson Owuor:
Designing RNA Sequences by Self-play. 305-312 - Kevin Swingler, Chris Grigson:
A Haptic Interface for Guiding People with Visual Impairment using Three Dimensional Computer Vision. 315-322 - Christian Linder, Frank Gaibler, Andreas Margraf, Steffen Geinitz:
Signal Detection for Tracer-Based-Sorting using Deep Learning and Synthetic Data. 323-330 - Marko C. Oosthuizen, Alwyn J. Hoffman, Marelie H. Davel:
A Comparative Study of Graph Neural Network Speed Prediction during Periods of Congestion. 331-338 - Omar X. Rivera-Morales, Lutz Hamel:
Par-VSOM: Parallel and Stochastic Self-organizing Map Training Algorithm. 339-348 - Stuti Chug, Vandana Agarwal:
SENN: Self-evolving Neural Network to Recognize Motor Imagery Thought Patterns. 349-358 - Ahmed Alzaidi, Siddhartha Shakya, Himadri Sikhar Khargharia:
Investigating Prediction Models for Vehicle Demand in a Service Industry. 359-366 - Leonard Fricke, Jurij Kuzmic, Igor Vatolkin:
Suppression of Background Noise in Speech Signals with Artificial Neural Networks, Exemplarily Applied to Keyboard Sounds. 367-374 - Thanakij Wanavit, Samuel Sallee, Chedtha Puncreobutr, Leslie Klieb, Pin Pin Tea-Makorn:
Technology Transfer of Convolutional Neural Networks: An Example. 375-380 - Valentin Chazelle, Philippe Thomas, Hind Bril El Haouzi, Christophe Heleu:
A MLP for Dryer Energy Consumption Prediction in Wood Panel Industry. 381-388 - Antonio L. Alfeo, Mario G. C. A. Cimino, Guido Gagliardi:
Improving an Ensemble of Neural Networks via a Novel Multi-class Decomposition Schema. 389-395 - Mario G. C. A. Cimino, Federico A. Galatolo, Marco Parola, Nicola Perilli, Nunziante Squeglia:
Deep Learning of Structural Changes in Historical Buildings: The Case Study of the Pisa Tower. 396-403 - Guillem Delgado, Andoni Cortés, Estíbaliz Loyo:
Pipeline for Visual Container Inspection Application using Deep Learning. 404-411
Workshop on Robotics, Computer Vision and Intelligent Systems
- Yangyang Li, Lili Guo, Guangbin Sun, Rongrong Fu, Zhen Yan, Ji Liang:
Eye Tracking Calibration based on Smooth Pursuit with Regulated Visual Guidance. 417-425 - Alexander Sing, Csaba Beleznai, Kai Göbel:
Monocular 3D Detection and reID-enhanced Tracking of Multiple Traffic Participants. 426-434 - Christopher Ruff, Isaac Henderson, Tibor Vetter, Andrea Horch:
Mental and Physical Training for Elderly Population using Service Robots. 435-444 - Kai Göbel, Csaba Beleznai, Alexander Sing, Jürgen Biber, Christian Stefan:
RGB-D Structural Classification of Guardrails via Learning from Synthetic Data. 445-453 - Jon Ander Iñiguez de Gordoa, Javier Barandiarán, Marcos Nieto:
Exploiting AirSim as a Cross-dataset Benchmark for Safe UAV Landing and Monocular Depth Estimation Models. 454-462 - Bogdan Smolka, Monika Mendrela:
Marine Snow Removal in Underwater Images. 463-471 - Jihad Dib, Konstantinos Sirlantzis, Gareth Howells:
Application of Deep Learning Techniques in Negative Road Anomalies Detection. 475-482
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