Magnus Johnsson

ORCID

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 15

Top Venues

Lund University, Sweden (PHD)

Education History

Lund University, Sweden

PHD

Publications

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)
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)
Elina Kock, Yamma Sarwari, Nancy Russo, Magnus Johnsson
Identifying cheating behaviour with machine learning. SAIS (2021)
Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
First and Second Order Dynamics in a Hierarchical SOM system for Action Recognition. CoRR (2021)
Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
Online Recognition of Actions Involving Objects. CoRR (2021)
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)
David Gil, Magnus Johnsson, Higinio Mora Mora, Julian Szymanski
Review of the Complexity of Managing Big Data of the Internet of Things. Complex. 2019 (2019)
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 (2019)
Higinio Mora Mora, María Teresa Signes Pont, David Gil, Magnus Johnsson
Collaborative Working Architecture for IoT-Based Applications. Sensors 18 (6) (2018)
Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
First and second order dynamics in a hierarchical SOM system for action recognition. Appl. Soft Comput. 59 (2017)
Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
Hierarchical Self-organizing Maps System for Action Classification. ICAART (2) (2017)
Miriam Buonamente, Haris Dindo, Magnus Johnsson
Hierarchies of Self-Organizing Maps for action recognition. Cogn. Syst. Res. 39 (2016)
Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
Action Recognition Online with Hierarchical Self-Organizing Maps. SITIS (2016)
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) (2015)
Miriam Buonamente, Haris Dindo, Magnus Johnsson
Discriminating and simulating actions with the associative self-organising map. Connect. Sci. 27 (2) (2015)
Miriam Buonamente, Haris Dindo, Magnus Johnsson
Action Recognition based on Hierarchical Self-Organizing Maps. AIC (2014)
Miriam Buonamente, Haris Dindo, Magnus Johnsson
Recognizing actions with the associative self-organizing map. ICAT (2013)
Miriam Buonamente, Haris Dindo, Magnus Johnsson
Simulating Actions with the Associative Self-Organizing Map. AIC@AI*IA (2013)
Magnus Johnsson, Miriam Buonamente
Internal Simulation of an Agent's Intentions. BICA (2012)
David Gil Méndez, Jose Luis Girela, Joaquin De Juan, M. Jose Gomez-Torres, Magnus Johnsson
Predicting seminal quality with artificial intelligence methods. Expert Syst. Appl. 39 (16) (2012)
Miriam Buonamente, Magnus Johnsson
Architecture to Serve Disabled and Elderly. BICA (2012)
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 (2012)
Magnus Johnsson, Christian Balkenius
Sense of Touch in Robots With Self-Organizing Maps. IEEE Trans. Robotics 27 (3) (2011)
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)
Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson
Using 3D GNG-based reconstruction for 6DoF egomotion. IJCNN (2011)
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) (2011)
Magnus Johnsson, David Gil Méndez, Germund Hesslow, Christian Balkenius
Internal Simulation in a Bimodal System. SCAI (2011)
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)
David Gil Méndez, Magnus Johnsson
Using support vector machines in diagnoses of urological dysfunctions. Expert Syst. Appl. 37 (6) (2010)
Christian Balkenius, Jan Morén, Birger Johansson, Magnus Johnsson
Ikaros: Building cognitive models for robots. Adv. Eng. Informatics 24 (1) (2010)
Magnus Johnsson, Christian Balkenius
Haptic Perception with Self-Organizing ANNs and an Anthropomorphic Robot Hand. J. Robotics 2010 (2010)
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) (2009)
Magnus Johnsson, Christian Balkenius, Germund Hesslow
Neural Network Architecture for Crossmodal Activation and Perceptual Sequences. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures (2009)
Magnus Johnsson, Christian Balkenius, Germund Hesslow
Associative Self-organizing Map. IJCCI (2009)
Magnus Johnsson, Christian Balkenius
Recognizing texture and hardness by touch. IROS (2008)
David Gil Méndez, Magnus Johnsson, Antonio Soriano Payá, Daniel Ruiz Fernández
Artificial Neural Networks for Diagnoses of Dysfunctions in Urology. HEALTHINF (2) (2008)
Magnus Johnsson, Christian Balkenius
Neural network models of haptic shape perception. Robotics Auton. Syst. 55 (9) (2007)
Magnus Johnsson, Christian Balkenius
Experiments with artificial haptic perception in a robotic hand. J. Intell. Fuzzy Syst. 17 (4) (2006)
Magnus Johnsson, Robert Pallbo, Christian Balkenius
A Haptic System for the Lucs Haptic Hand I. IWINAC (1) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Magnus Johnsson