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ORCID12th IDC 2018: Bilbao, Spain
- Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Javier J. Sánchez Medina, Massimo Vecchio, Xin-She Yang:
Intelligent Distributed Computing XII, 12th International Symposium on Intelligent Distributed Computing, IDC 2018, Bilbao, Spain, 15-17 October 2018. Studies in Computational Intelligence 798, Springer 2018, ISBN 978-3-319-99625-7
Main Track
- Vincenza Carchiolo
, Marco Grassia, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni:
Long Distance In-Links for Ranking Enhancement. 3-10 - Maria Arostegi, Ana I. Torre-Bastida, Jesus L. Lobo, Miren Nekane Bilbao, Javier Del Ser:
Concept Tracking and Adaptation for Drifting Data Streams under Extreme Verification Latency. 11-25 - Izaskun Oregi, Javier Del Ser, Aritz Pérez, José Antonio Lozano:
Adversarial Sample Crafting for Time Series Classification with Elastic Similarity Measures. 26-39 - Victor V. Toporkov, Anna S. Toporkova, Dmitry Yemelyanov:
Slot Co-allocation Optimization in Distributed Computing with Heterogeneous Resources. 40-49 - Antonio Benítez-Hidalgo, Antonio J. Nebro, Juan José Durillo, José García-Nieto, Esteban López-Camacho, Cristóbal Barba-González, José Francisco Aldana Montes:
About Designing an Observer Pattern-Based Architecture for a Multi-objective Metaheuristic Optimization Framework. 50-60 - Cristóbal Barba-González, José García-Nieto, Antonio Benítez-Hidalgo, Antonio J. Nebro, José Francisco Aldana Montes:
Scalable Inference of Gene Regulatory Networks with the Spark Distributed Computing Platform. 61-70 - Gabriel Luque, Enrique Alba:
Finding Best Compiler Options for Critical Software Using Parallel Algorithms. 71-81 - Jesus L. Lobo, Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Nikola K. Kasabov:
Drift Detection over Non-stationary Data Streams Using Evolving Spiking Neural Networks. 82-94
Energy
- Laura Cornejo-Bueno, J. Acevedo-Rodríguez, Luis Prieto, Sancho Salcedo-Sanz:
A Hybrid Ensemble of Heterogeneous Regressors for Wind Speed Estimation in Wind Farms. 97-106 - Cristian Olivares-Rodríguez, Tony Castillo-Calzadilla, Oihane Kamara Esteban:
Bio-inspired Approximation to MPPT Under Real Irradiation Conditions. 107-118
Industry
- Jesus Para, Javier Del Ser, Aitor Aguirre, Antonio J. Nebro:
Decision Making in Industry 4.0 Scenarios Supported by Imbalanced Data Classification. 121-134 - Eduardo Gilabert, Egoitz Konde, Aitor Arnaiz, Basilio Sierra:
A Hybrid Optimization Algorithm for Standardization of Maintenance Plans. 135-144 - Iñigo Martinez, Elisabeth Viles, Iñaki Cabrejas:
Labelling Drifts in a Fault Detection System for Wind Turbine Maintenance. 145-156 - Alberto Jimenez Cortadi, Fernando Boto, Itziar Irigoien, Basilio Sierra, Germán Rodríguez:
Time Series Forecasting in Turning Processes Using ARIMA Model. 157-166 - Zhai Zhang, Yao Qiu, Xiaoliang Yuan:
A New Distributed Self-repairing Strategy for Transient Fault Cell in Embryonics Circuit. 167-177
Mobility and Smart Cities
- Eneko Osaba, Javier Del Ser, Andrés Iglesias, Miren Nekane Bilbao, Iztok Fister Jr., Iztok Fister, Akemi Gálvez:
Solving the Open-Path Asymmetric Green Traveling Salesman Problem in a Realistic Urban Environment. 181-191 - Ibai Laña, Elisa Capecci, Javier Del Ser, Jesus L. Lobo, Nikola K. Kasabov:
Road Traffic Forecasting Using NeuCube and Dynamic Evolving Spiking Neural Networks. 192-203 - Juan S. Angarita-Zapata, Isaac Triguero, Antonio D. Masegosa:
A Preliminary Study on Automatic Algorithm Selection for Short-Term Traffic Forecasting. 204-214 - Airam Expósito-Marquez, Christopher Expósito Izquierdo, Julio Brito-Santana, José A. Moreno-Pérez:
Solving an Eco-efficient Vehicle Routing Problem for Waste Collection with GRASP. 215-224 - Arthur Casals, Assia Belbachir, Amal El Fallah Seghrouchni, Anarosa Alves Franco Brandão:
Fostering Agent Cooperation in AmI: A Context-Aware Mechanism for Dealing with Multiple Intentions. 225-234
Robotics and Video Games
- Ali Alouache, Qinghe Wu:
Distributed Formation Tracking of Multi Robots with Trajectory Estimation. 237-246 - Luis de la Vega-Hazas, Francisco Calatayud, Andrés Iglesias:
Applying Evolutionary Computation Operators for Automatic Human Motion Generation in Computer Animation and Video Games. 247-258 - Nureddin Moustafa, Akemi Gálvez, Andrés Iglesias:
A General-Purpose Hardware Robotic Platform for Swarm Robotics. 259-271
Internet of Things
- Iker Sobrón, Javier Del Ser, Iñaki Eizmendi, Manuel Vélez:
A Deep Learning Approach to Device-Free People Counting from WiFi Signals. 275-286 - Igor V. Kotenko, Igor Saenko:
Evolutionary Algorithms for Design of Virtual Private Networks. 287-297 - Giancarlo Fortino, Lidia Fotia, Fabrizio Messina, Domenico Rosaci, Giuseppe M. L. Sarné:
Forming Groups in the Cloud of Things Using Trust Measures. 298-308 - Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni, Maria Laura Previti:
Terrorism and War: Twitter Cascade Analysis. 309-318 - Ángel Panizo, Gema Bello Orgaz, David Camacho:
A Genetic Algorithm with Local Search Based on Label Propagation for Detecting Dynamic Communities. 319-328 - Maciej Rybinski, William Miller, Javier Del Ser, Miren Nekane Bilbao, José Francisco Aldana Montes:
On the Design and Tuning of Machine Learning Models for Language Toxicity Classification in Online Platforms. 329-343 - Vasily Desnitsky, Igor V. Kotenko, Nikolay Rudavin:
Ensuring Availability of Wireless Mesh Networks for Crisis Management. 344-353
Medicine and Biology
- Akemi Gálvez, Iztok Fister, Iztok Fister Jr., Eneko Osaba, Javier Del Ser, Andrés Iglesias:
Automatic Fitting of Feature Points for Border Detection of Skin Lesions in Medical Images with Bat Algorithm. 357-368 - Esteban López-Camacho, María Jesús García-Godoy, Javier Del Ser, Antonio J. Nebro, José Francisco Aldana Montes:
Multi-objective Metaheuristics for a Flexible Ligand-Macromolecule Docking Problem in Computational Biology. 369-379 - Viorica R. Chifu, Cristina Pop, Tudor Cioara, Ionut Anghel, Dorin Moldovan, Ioan Salomie:
Identifying the Polypharmacy Side-Effects in Daily Life Activities of Elders with Dementia. 380-389
Other applications
- Hegoi Garitaonandia, Javier Del Ser, Juanjo Unzilla, Eduardo Jacob:
A Study of the Predictive Earliness of Traffic Flow Characterization for Software Defined Networking. 393-403 - Radu Albastroiu, Anisia Iova, Filipe Gonçalves, Marian Cristian Mihaescu, Paulo Novais:
An e-Exam Platform Approach to Enhance University Academic Student's Learning Performance. 404-413 - Amelia Badica, Costin Badica, Mirjana Ivanovic, Doina Logofatu:
Collective Profitability of DAG-Based Selling-Buying Intermediation Processes. 414-424 - Mihaela Colhon, Costin Badica:
Knowledge-Based Metrics for Document Classification: Online Reviews Experiments. 425-435 - Yuki Yamada, Tatsuo Nakajima:
Experiments of Distributed Ledger Technologies Based on Global Clock Mechanisms. 436-445
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