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ORCIDJavier Echanobe
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Journal Articles
- 2023
[j16]Jon Gutiérrez-Zaballa
, Koldo Basterretxea, Javier Echanobe, M. Victoria Martínez, Unai Martinez-Corral, Óscar Mata-Carballeira, Inés del Campo:
On-chip hyperspectral image segmentation with fully convolutional networks for scene understanding in autonomous driving. J. Syst. Archit. 139: 102878 (2023)- 2022
- [j15]Mikel Garcia de Andoin, Javier Echanobe:
Implementable hybrid quantum ant colony optimization algorithm. Quantum Mach. Intell. 4(2): 1-14 (2022) - [j14]Javier Echanobe, Koldo Basterretxea, Inés del Campo, Victoria Martínez, Naiara Vidal:
Multi-Objective Genetic Algorithm for Optimizing an ELM-Based Driver Distraction Detection System. IEEE Trans. Intell. Transp. Syst. 23(8): 11946-11959 (2022) - 2019
- [j13]Inés del Campo, Victoria Martínez, Javier Echanobe, Estibaliz Asua, Raul Finker, Koldo Basterretxea:
A versatile hardware/software platform for personalized driver assistance based on online sequential extreme learning machines. Neural Comput. Appl. 31(12): 8871-8886 (2019) - 2016
- [j12]Marlon Alexander Braun, S. Seijo, Javier Echanobe, Pradyumn Kumar Shukla, Inés del Campo, Javier A. García-Sedano, Hartmut Schmeck:
A neuro-genetic approach for modeling and optimizing a complex cogeneration process. Appl. Soft Comput. 48: 347-358 (2016) - 2014
- [j11]Koldo Basterretxea, María Victoria Martínez, Inés del Campo, Javier Echanobe:
A fault tolerant single-chip intelligent agent with feature extraction capability. Appl. Soft Comput. 22: 358-371 (2014) - [j10]Guillermo Bosque, Inés del Campo, Javier Echanobe:
Fuzzy systems, neural networks and neuro-fuzzy systems: A vision on their hardware implementation and platforms over two decades. Eng. Appl. Artif. Intell. 32: 283-331 (2014) - [j9]Javier Echanobe, Inés del Campo, Koldo Basterretxea, M. Victoria Martínez, Faiyaz Doctor:
An FPGA-based multiprocessor-architecture for intelligent environments. Microprocess. Microsystems 38(7): 730-740 (2014) - 2012
- [j8]Inés del Campo, Koldo Basterretxea, Javier Echanobe, Guillermo Bosque, Faiyaz Doctor:
A System-on-Chip Development of a Neuro-Fuzzy Embedded Agent for Ambient-Intelligence Environments. IEEE Trans. Syst. Man Cybern. Part B 42(2): 501-512 (2012) - 2011
- [j7]Inés del Campo, Javier Echanobe, Koldo Basterretxea, Guillermo Bosque:
Scalable Architecture for High-Speed Multidimensional Fuzzy Inference Systems. J. Circuits Syst. Comput. 20(3): 375-400 (2011) - 2008
- [j6]Javier Echanobe, Inés del Campo, Guillermo Bosque:
An adaptive neuro-fuzzy system for efficient implementations. Inf. Sci. 178(9): 2150-2162 (2008) - [j5]Inés del Campo, Javier Echanobe, Guillermo Bosque, José Manuel Tarela:
Efficient Hardware/Software Implementation of an Adaptive Neuro-Fuzzy System. IEEE Trans. Fuzzy Syst. 16(3): 761-778 (2008) - 2005
- [j4]Javier Echanobe, Inés del Campo, José Manuel Tarela:
Issues concerning the analysis and implementation of a class of fuzzy controllers. Fuzzy Sets Syst. 155(2): 252-271 (2005) - 2003
- [j3]José Ramón Garitagoitia, José Ramón González de Mendívil, Javier Echanobe, José Javier Astrain, Federico Fariña:
Deformed fuzzy automata for correcting imperfect strings of fuzzy symbols. IEEE Trans. Fuzzy Syst. 11(3): 299-310 (2003) - 1998
- [j2]Inés del Campo, Javier Echanobe, José Manuel Tarela:
Implementation of Intelligent Controllers on Digital Signal Processors. Cybern. Syst. 29(3): 283-301 (1998) - [j1]Javier Echanobe, José Ramón González de Mendívil, José Ramón Garitagoitia, Carlos F. Alastruey:
Deformed systems for contextual postprocessing. Fuzzy Sets Syst. 96(3): 335-341 (1998)
Conference and Workshop Papers
- 2023
- [c33]Jon Gutiérrez-Zaballa, Koldo Basterretxea, Javier Echanobe, Óscar Mata-Carballeira, M. Victoria Martínez:
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving. ICECS 2023: 1-6 - [c32]Jon Gutiérrez-Zaballa, Koldo Basterretxea, Javier Echanobe, M. Victoria Martínez, Unai Martinez-Corral:
HSI-Drive v2.0: More Data for New Challenges in Scene Understanding for Autonomous Driving. SSCI 2023: 207-214 - 2022
- [c31]Jon Gutiérrez-Zaballa, Koldo Basterretxea, Javier Echanobe, M. Victoria Martínez, Inés del Campo:
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems. DASIP 2022: 136-148 - 2021
- [c30]Myriam Elizabeth Vaca Recalde, Pedro López-García, Javier Echanobe, Joshué Pérez:
Eyes Detector Approach for Driving Monitoring System for Occluded Faces without using Facial Landmarks. ICCP 2021: 117-122 - [c29]Koldo Basterretxea, Victoria Martínez, Javier Echanobe, Jon Gutiérrez-Zaballa, Inés del Campo:
HSI-Drive: A Dataset for the Research of Hyperspectral Image Processing Applied to Autonomous Driving Systems. IV 2021: 866-873 - 2020
- [c28]Myriam Elizabeth Vaca Recalde, Joshué Pérez, Javier Echanobe:
Driver Monitoring System Based on CNN Models: An Approach for Attention Level Detection. IDEAL (2) 2020: 575-583 - 2019
- [c27]Óscar Mata-Carballeira, Inés del Campo, M. Victoria Martínez, Javier Echanobe:
A Hardware/Software Extreme Learning Machine Solution for Improved Ride Comfort in Automobiles. IJCNN 2019: 1-8 - [c26]E. Sanz-Madoz, Javier Echanobe, Óscar Mata-Carballeira, Inés del Campo, M. Victoria Martínez:
Reduced Kernel Extreme Learning Machine for Traffic Sign Recognition. ITSC 2019: 4101-4106 - 2018
- [c25]Óscar Mata-Carballeira, Inés del Campo, M. Victoria Martínez, Javier Echanobe:
Deep Extreme Learning Machines with Auto Encoder for Speed Limit Signs Recognition. ITSC 2018: 965-972 - [c24]Inés del Campo, Estibaliz Asua, M. Victoria Martínez, Óscar Mata-Carballeira, Javier Echanobe:
Driving Style Recognition based on Ride Comfort Using a Hybrid Machine Learning Algorithm. ITSC 2018: 3251-3258 - 2017
- [c23]Inés del Campo, Victoria Martínez, Flavia Orosa, Javier Echanobe, Estibaliz Asua, Koldo Basterretxea:
Piecewise multi-linear fuzzy extreme learning machine for the implementation of intelligent agents. IJCNN 2017: 3363-3370 - [c22]Javier Echanobe, Inés del Campo, M. Victoria Martínez, Koldo Basterretxea:
Genetic algorithm-based optimization of ELM for on-line hyperspectral image classification. IJCNN 2017: 4202-4207 - 2016
- [c21]Javier Echanobe, Inés del Campo, M. Victoria Martínez:
Design and optimization of a Neural Network-based driver recognition system by means of a multiobjective genetic algorithm. IJCNN 2016: 3745-3750 - [c20]M. Javier Martínez, Javier Echanobe, Inés del Campo:
Driver identification and impostor detection based on driving behavior signals. ITSC 2016: 372-378 - 2015
- [c19]Javier Echanobe, Raul Finker, Inés del Campo:
A divide-and-conquer strategie for FPGA implementations of large MLP-based classifiers. IJCNN 2015: 1-7 - [c18]María Victoria Martínez, Inés del Campo, Javier Echanobe, Koldo Basterretxea:
Driving Behavior Signals and Machine Learning: A Personalized Driver Assistance System. ITSC 2015: 2933-2940 - [c17]Inés del Campo, Javier Echanobe, Estibaliz Asua, Raul Finker:
Controlled-Accuracy Approximation of Nonlinear Functions for Soft Computing Applications: A High Performance Co-proccessor for Intelligent Embedded Systems. SSCI 2015: 609-616 - 2014
- [c16]Koldo Basterretxea, Javier Echanobe, Inés del Campo:
A wearable human activity recognition system on a chip. DASIP 2014: 1-8 - [c15]Raul Finker, Inés del Campo, Javier Echanobe, M. Victoria Martínez:
An intelligent embedded system for real-time adaptive extreme learning machine. IES 2014: 61-69 - [c14]Inés del Campo, Raul Finker, M. Victoria Martínez, Javier Echanobe, Faiyaz Doctor:
A real-time driver identification system based on artificial neural networks and cepstral analysis. IJCNN 2014: 1848-1855 - [c13]Javier Echanobe, Estibaliz Asua, Inés del Campo:
Integration of a Wireless Sensor-actuator Network and an FPGA for Intelligent Inhabited Environments. SENSORNETS 2014: 331-336 - 2013
- [c12]Koldo Basterretxea, Inés del Campo, M. Victoria Martínez, Javier Echanobe:
Dynamic significant feature extraction for embedded intelligent agent implementations. CIDUE 2013: 39-46 - [c11]Raul Finker, Inés del Campo, Javier Echanobe, Faiyaz Doctor:
Multilevel adaptive neural network architecture for implementing single-chip intelligent agents on FPGAs. IJCNN 2013: 1-9 - 2012
- [c10]Inés del Campo, M. Victoria Martínez, Javier Echanobe, Koldo Basterretxea, Faiyaz Doctor:
A hardware/software embedded agent for real-time control of ambient-intelligence environments. FUZZ-IEEE 2012: 1-8 - [c9]Javier Echanobe, Inés del Campo, Raul Finker, Koldo Basterretxea:
Dynamic Partial Reconfiguration in Embedded Systems for Intelligent Environments. Intelligent Environments 2012: 109-113 - 2010
- [c8]Maria Isabel de la Fuente, Javier Echanobe, Inés del Campo, Loreto Susperregui, Iñaki Maurtua:
Hardware Implementation of a Neural-Network Recognition Module for Visual Servoing in a Mobile Robot. DEXA Workshops 2010: 226-232 - [c7]Koldo Basterretxea, Inés del Campo, Javier Echanobe:
A semi-active suspension embedded controller in a FPGA. SIES 2010: 69-78 - [c6]Maria Isabel de la Fuente, Javier Echanobe, Inés del Campo, Loreto Susperregui, Iñaki Maurtua:
Development of an Embedded System for Visual Servoing in an Industrial Scenario. SIES 2010: 192-196 - 2009
- [c5]Javier Echanobe, Inés del Campo, Guillermo Bosque:
A Neuro-Fuzzy Embedded System for Intelligent Environments. IJCCI 2009: 559-564 - 2008
- [c4]Guillermo Bosque, Javier Echanobe, Inés del Campo, José Manuel Tarela:
Modeling and Synthesis of Computational Efficient Adaptive Neuro-Fuzzy Systems Based on Matlab. ICANN (2) 2008: 131-140 - 2007
- [c3]Pablo Echevarria, M. Victoria Martínez, Javier Echanobe, Inés del Campo, José Manuel Tarela:
Digital Hardware Implementation of High Dimensional Fuzzy Systems. WILF 2007: 245-252 - 1999
- [c2]Javier Echanobe, José Ramón Garitagoitia, José Ramón González de Mendívil:
Deformed fuzzy automata for the text error correction problem. EUSFLAT-ESTYLF Joint Conf. 1999: 255-258 - 1995
- [c1]Javier Echanobe, José Ramón González de Mendívil, José Ramón Garitagoitia:
A Text Recognition System Based on a Neural Network and on a Deformed System. IWANN 1995: 913-918
Coauthor Index
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