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ORCIDTPNC 2018: Dublin, Ireland
- David Fagan, Carlos Martín-Vide, Michael O'Neill, Miguel A. Vega-Rodríguez:
Theory and Practice of Natural Computing - 7th International Conference, TPNC 2018, Dublin, Ireland, December 12-14, 2018, Proceedings. Lecture Notes in Computer Science 11324, Springer 2018, ISBN 978-3-030-04069-7
Invited Talk
- Ravikiran Chimatapu, Hani Hagras
, Andrew Starkey, Gilbert Owusu:
Explainable AI and Fuzzy Logic Systems. 3-20
Applications of Natural Computing
- Roberto Barbuti, Anna Bernasconi, Roberta Gori, Paolo Milazzo:
Computing Preimages and Ancestors in Reaction Systems. 23-35 - Mengzhe Chen, Nikolay Metodiev Sirakov:
Poisson Equation Solution and Its Gradient Vector Field to Geometric Features Detection. 36-48 - Ziya Firat, Eliseo Ferrante, Nicolas Cambier, Elio Tuci:
Self-organised Aggregation in Swarms of Robots with Informed Robots. 49-60 - Frédéric Gruau, Luidnel Maignan:
Spatial Types: A Scheme for Specifying Complex Cellular Automata to Explore Artificial Physics. 61-73 - Yuichi Kato, Tetsuro Saeki, Jiwi Fei:
Application of STRIM to Datasets Generated by Partial Correspondence Hypothesis. 74-86 - Yuichi Komano, Takaaki Mizuki:
Multi-party Computation Based on Physical Coins. 87-98 - Shigeru Ninagawa:
Patterns and Their Interaction in Excitable Media on Face-Centered Cubic Lattice. 99-110 - Yuya Sugie, Yuki Yoshida, Normann Mertig, Takashi Takemoto, Hiroshi Teramoto, Atsuyoshi Nakamura, Ichigaku Takigawa, Shin-ichi Minato, Masanao Yamaoka, Tamiki Komatsuzaki:
Graph Minors from Simulated Annealing for Annealing Machines with Sparse Connectivity. 111-123 - Miin-Shen Yang, Shou-Jen Chang-Chien, Yessica Nataliani:
Gaussian-kernel c-means Clustering Algorithms. 124-135
Evolutionary Computation
- Michael Hellwig, Hans-Georg Beyer:
A Linear Constrained Optimization Benchmark for Probabilistic Search Algorithms: The Rotated Klee-Minty Problem. 139-151 - Karlo Knezevic, Stjepan Picek, Luca Mariot, Domagoj Jakobovic, Alberto Leporati:
The Design of (Almost) Disjunct Matrices by Evolutionary Algorithms. 152-163 - Nam Le, Anthony Brabazon, Michael O'Neill:
How the "Baldwin Effect" Can Guide Evolution in Dynamic Environments. 164-175 - Katherine M. Malan:
Landscape-Aware Constraint Handling Applied to Differential Evolution. 176-187 - Abtin Nourmohammadzadeh, Sven Hartmann:
Fuel Efficient Truck Platooning with Time Restrictions and Multiple Speeds Solved by a Particle Swarm Optimisation. 188-200 - Thambo Nyathi, Nelishia Pillay:
Automated Design of Genetic Programming Classification Algorithms for Financial Forecasting Using Evolutionary Algorithms. 201-214 - Geoffrey T. Pond, Greg McQuat:
Optimizing Fleet Staging of Air Ambulances in the Province of Ontario. 215-224 - Takfarinas Saber, David Fagan, David Lynch, Stepán Kucera, Holger Claussen, Michael O'Neill:
A Hierarchical Approach to Grammar-Guided Genetic Programming: The Case of Scheduling in Heterogeneous Networks. 225-237 - Maxim K. Sakharov, Anatoly P. Karpenko:
Multi-memetic Mind Evolutionary Computation Algorithm Based on the Landscape Analysis. 238-249
Nature-Inspired Models
- Alexandru Amarioarei, Gefry Barad, Eugen Czeizler, Ana-Maria Dobre, Corina Itcus, Victor Mitrana, Andrei Paun, Mihaela Paun, Frankie Spencer, Romica Trandafir, Iris Tusa:
DNA-Guided Assembly of Nanocellulose Meshes. 253-265 - Alejandro Díaz-Caro, Marcos Villagra:
Classically Time-Controlled Quantum Automata. 266-278 - Tadao Maekawa, Manabu Honda, Osamu Ueno, Tsutomu Oohashi:
Mortal Organisms Rescue Immortal Organisms from Evolutionary Inertness: Perspective of the Programmed Self-decomposition Model. 279-291 - Seyed Sahand Mohammadi Ziabari, Jan Treur:
Integrative Biological, Cognitive and Affective Modeling of a Drug-Therapy for a Post-traumatic Stress Disorder. 292-304 - Roland Ritt, Paul O'Leary:
Symbolic Analysis of Machine Behaviour and the Emergence of the Machine Language. 305-316 - Knud Thomsen:
It Is Time to Dissolve Old Dichotomies in Order to Grasp the Whole Picture of Cognition. 317-327 - Caroline Tichelaar, Jan Treur:
Network-Oriented Modeling of the Interaction of Adaptive Joint Decision Making, Bonding and Mirroring. 328-343 - Jan Treur:
Network Reification as a Unified Approach to Represent Network Adaptation Principles Within a Network. 344-358 - Jan Treur:
Relating an Adaptive Network's Structure to Its Emerging Behaviour for Hebbian Learning. 359-373
Neural Networks
- Toshinori Deguchi, Naohiro Ishii:
On Capacity with Incremental Learning by Simplified Chaotic Neural Network. 377-387 - Ata Kabán, Yamonporn Thummanusarn:
Tighter Guarantees for the Compressive Multi-layer Perceptron. 388-400 - Ryotaro Kamimura:
Information-Theoretic Self-compression of Multi-layered Neural Networks. 401-413 - Tibor Kmet, Maria Kmetova:
Radial Basis Function Networks Simulation of Age-Structure Population. 414-425 - Esma Mansouri-Benssassi, Juan Ye:
Bio-Inspired Spiking Neural Networks for Facial Expression Recognition: Generalisation Investigation. 426-437 - Tamás Nyíri, Attila Kiss:
Novel Ensembling Methods for Dermatological Image Classification. 438-448 - Feras Odeh, Adel Taweel:
SemVec: Semantic Features Word Vectors Based Deep Learning for Improved Text Classification. 449-459 - Jirí Síma:
Three Analog Neurons Are Turing Universal. 460-472
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