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Books and Theses
- 2009
[b1]Magnus Johnsson:
Sense of Touch in Robots. Lund University, Sweden, 2009
Journal Articles
- 2019
- [j17]David Gil
, Magnus Johnsson, Higinio Mora Mora, Julian Szymanski:
Advances in Architectures, Big Data, and Machine Learning Techniques for Complex Internet of Things Systems. Complex. 2019: 4184708:1-4184708:3 (2019) - [j16]David Gil, Magnus Johnsson, Higinio Mora Mora, Julian Szymanski:
Review of the Complexity of Managing Big Data of the Internet of Things. Complex. 2019: 4592902:1-4592902:12 (2019) - 2018
- [j15]Higinio Mora Mora, María Teresa Signes Pont, David Gil, Magnus Johnsson:
Collaborative Working Architecture for IoT-Based Applications. Sensors 18(6): 1676 (2018) - 2017
- [j14]Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson:
First and second order dynamics in a hierarchical SOM system for action recognition. Appl. Soft Comput. 59: 574-585 (2017) - 2016
- [j13]Miriam Buonamente, Haris Dindo, Magnus Johnsson:
Hierarchies of Self-Organizing Maps for action recognition. Cogn. Syst. Res. 39: 33-41 (2016) - 2015
- [j12]Miriam Buonamente, Haris Dindo, Magnus Johnsson:
Discriminating and simulating actions with the associative self-organising map. Connect. Sci. 27(2): 118-136 (2015) - [j11]David Gil Méndez, José García Rodríguez, Miguel Cazorla, Magnus Johnsson:
SARASOM: a supervised architecture based on the recurrent associative SOM. Neural Comput. Appl. 26(5): 1103-1115 (2015) - 2012
- [j10]David Gil Méndez, Jose Luis Girela, Joaquín de Juan, M. Jose Gomez-Torres, Magnus Johnsson:
Predicting seminal quality with artificial intelligence methods. Expert Syst. Appl. 39(16): 12564-12573 (2012) - [j9]Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson:
Using GNG to improve 3D feature extraction - Application to 6DoF egomotion. Neural Networks 32: 138-146 (2012) - 2011
- [j8]David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández:
Modelling of urological dysfunctions with neurological etiology by means of their centres involved. Appl. Soft Comput. 11(8): 4448-4457 (2011) - [j7]Magnus Johnsson, Christian Balkenius:
Sense of Touch in Robots With Self-Organizing Maps. IEEE Trans. Robotics 27(3): 498-507 (2011) - 2010
- [j6]Christian Balkenius, Jan Morén, Birger Johansson, Magnus Johnsson:
Ikaros: Building cognitive models for robots. Adv. Eng. Informatics 24(1): 40-48 (2010) - [j5]David Gil Méndez, Magnus Johnsson:
Using support vector machines in diagnoses of urological dysfunctions. Expert Syst. Appl. 37(6): 4713-4718 (2010) - [j4]Magnus Johnsson, Christian Balkenius:
Haptic Perception with Self-Organizing ANNs and an Anthropomorphic Robot Hand. J. Robotics 2010: 860790:1-860790:9 (2010) - 2009
- [j3]David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández:
Application of artificial neural networks in the diagnosis of urological dysfunctions. Expert Syst. Appl. 36(3): 5754-5760 (2009) - 2007
- [j2]Magnus Johnsson, Christian Balkenius:
Neural network models of haptic shape perception. Robotics Auton. Syst. 55(9): 720-727 (2007) - 2006
- [j1]Magnus Johnsson, Christian Balkenius:
Experiments with artificial haptic perception in a robotic hand. J. Intell. Fuzzy Syst. 17(4): 377-385 (2006)
Conference and Workshop Papers
- 2023
- [c20]Jesús González Lama, Alicia Montoro, Macarena Espinilla, Juan Carlos Valera, David Gil, Jesús Peral, Magnus Johnsson:
New Trends in Machine Learning Techniques for Human Activity Recognition Using Multimodal Sensors. UCAmI (1) 2023: 94-99 - 2021
- [c19]Aurora Polo Rodríguez, Javier Medina Quero, Magnus Johnsson, David Gil, Ignasi Navarro:
A Mobile Application with Geolocation and Virtual Rewards for Promoting Social Skills in People with Social Disorders. RIIFORUM 2021: 79-87 - [c18]David Gil, Magnus Johnsson, Julian Szymanski, Jesús Peral, Mohan Tanniru:
Architecture Based on Machine Learning Techniques and Data Mining for Prediction of Indicators in the Diagnosis and Intervention of Autistic Spectrum Disorder. RIIFORUM 2021: 133-140 - [c17]Elina Kock, Yamma Sarwari, Nancy Russo, Magnus Johnsson:
Identifying cheating behaviour with machine learning. SAIS 2021: 1-4 - 2017
- [c16]Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson:
Hierarchical Self-organizing Maps System for Action Classification. ICAART (2) 2017: 583-590 - 2016
- [c15]Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson:
Action Recognition Online with Hierarchical Self-Organizing Maps. SITIS 2016: 538-544 - 2014
- [c14]Miriam Buonamente, Haris Dindo, Magnus Johnsson:
Action Recognition based on Hierarchical Self-Organizing Maps. AIC 2014: 86-97 - 2013
- [c13]Miriam Buonamente, Haris Dindo, Magnus Johnsson:
Simulating Actions with the Associative Self-Organizing Map. AIC@AI*IA 2013: 13-24 - [c12]Miriam Buonamente, Haris Dindo, Magnus Johnsson:
Recognizing actions with the associative self-organizing map. ICAT 2013: 1-5 - 2012
- [c11]Magnus Johnsson, Miriam Buonamente:
Internal Simulation of an Agent's Intentions. BICA 2012: 175-176 - [c10]Miriam Buonamente, Magnus Johnsson:
Architecture to Serve Disabled and Elderly. BICA 2012: 365 - 2011
- [c9]Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson:
Using 3D GNG-based reconstruction for 6DoF egomotion. IJCNN 2011: 1042-1048 - [c8]David Gil Méndez, José García Rodríguez, Miguel Cazorla, Magnus Johnsson:
Predictions tasks with words and sequences: Comparing a novel recurrent architecture with the Elman network. IJCNN 2011: 1207-1213 - [c7]Magnus Johnsson, David Gil Méndez, Germund Hesslow, Christian Balkenius:
Internal Simulation in a Bimodal System. SCAI 2011: 173-182 - 2010
- [c6]David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández:
Decision Support System for the Diagnosis of Urological Dysfunctions Based on Fuzzy Logic. DCAI 2010: 425-433 - 2009
- [c5]Magnus Johnsson, Christian Balkenius, Germund Hesslow:
Neural Network Architecture for Crossmodal Activation and Perceptual Sequences. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures 2009 - [c4]Magnus Johnsson, Christian Balkenius, Germund Hesslow:
Associative Self-organizing Map. IJCCI 2009: 363-370 - 2008
- [c3]David Gil Méndez, Magnus Johnsson, Antonio Soriano Payá, Daniel Ruiz Fernández:
Artificial Neural Networks for Diagnoses of Dysfunctions in Urology. HEALTHINF (2) 2008: 191-196 - [c2]Magnus Johnsson, Christian Balkenius:
Recognizing texture and hardness by touch. IROS 2008: 482-487 - 2005
- [c1]Magnus Johnsson, Robert Pallbo, Christian Balkenius:
A Haptic System for the Lucs Haptic Hand I. IWINAC (1) 2005: 386-395
Informal and Other Publications
- 2021
- [i2]Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson:
First and Second Order Dynamics in a Hierarchical SOM system for Action Recognition. CoRR abs/2104.06059 (2021) - [i1]Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson:
Online Recognition of Actions Involving Objects. CoRR abs/2104.06070 (2021)
Coauthor Index
aka: David Gil Méndez
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