Magnus Johnsson

45 papers A 1B 2C 2Misc 1Journal 20Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Real-Time Utility Assessment of Privacy-Anonymized Data: A Cross-Domain Framework for Smart Cities. IEEE Access Zeinab Shahbazi, Sadiqa Jafari, Zahra Shahbazi, Magnus Johnsson
2025	—	`conf`	Incentive Mechanism Design Based on Blockchain and Federated Learning for Honest Participation. BCCA Zeinab Shahbazi, Magnus Johnsson
2025	—	`conf`	Transformers to Predict Embryo Quality Using Images and External Factors. SAIS Adnane Soulaimani, Carina Schwaiger, Reza Khoshkangini, Magnus Johnsson, Thomas Ebner
2024	—	`conf`	Enhancing In Vitro Fertilization with Environment Optimization Utilizing Artificial Intelligence (EIVF-AI). PervasiveHealth (2) Reza Khoshkangini, Elisabeth Mangrio, Magnus Johnsson
2024	C	`conf`	Leveraging Deep Learning for Approaching Automated Pre-Clinical Rodent Models. IJCCI Carl Sandelius, Athanasios Pappas, Arezoo Sarkheyli-Hägele, Andreas Heuer, Magnus Johnsson
2023	—	`conf`	New Trends in Machine Learning Techniques for Human Activity Recognition Using Multimodal Sensors. UCAmI (1) Jesús González Lama, Alicia Montoro, Macarena Espinilla, Juan Carlos Valera, David Gil, Jesús Peral, Magnus Johnsson
2021	—	`conf`	A Mobile Application with Geolocation and Virtual Rewards for Promoting Social Skills in People with Social Disorders. RIIFORUM Aurora Polo Rodríguez, Javier Medina Quero, Magnus Johnsson, David Gil, Ignasi Navarro
2021	—	`conf`	Architecture Based on Machine Learning Techniques and Data Mining for Prediction of Indicators in the Diagnosis and Intervention of Autistic Spectrum Disorder. RIIFORUM David Gil, Magnus Johnsson, Julian Szymanski, Jesús Peral, Mohan Tanniru
2021	J	`jnl`	First and Second Order Dynamics in a Hierarchical SOM system for Action Recognition. CoRR Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
2021	—	`conf`	Identifying cheating behaviour with machine learning. SAIS Elina Kock, Yamma Sarwari, Nancy Russo, Magnus Johnsson
2021	J	`jnl`	Online Recognition of Actions Involving Objects. CoRR Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
2019	J	`jnl`	Advances in Architectures, Big Data, and Machine Learning Techniques for Complex Internet of Things Systems. Complex. David Gil, Magnus Johnsson, Higinio Mora Mora, Julian Szymanski
2019	J	`jnl`	Review of the Complexity of Managing Big Data of the Internet of Things. Complex. David Gil, Magnus Johnsson, Higinio Mora Mora, Julian Szymanski
2018	J	`jnl`	Collaborative Working Architecture for IoT-Based Applications. Sensors Higinio Mora Mora, María Teresa Signes Pont, David Gil, Magnus Johnsson
2017	J	`jnl`	First and second order dynamics in a hierarchical SOM system for action recognition. Appl. Soft Comput. Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
2017	—	`conf`	Hierarchical Self-organizing Maps System for Action Classification. ICAART (2) Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
2016	—	`conf`	Action Recognition Online with Hierarchical Self-Organizing Maps. SITIS Zahra Gharaee, Peter Gärdenfors, Magnus Johnsson
2016	J	`jnl`	Hierarchies of Self-Organizing Maps for action recognition. Cogn. Syst. Res. Miriam Buonamente, Haris Dindo, Magnus Johnsson
2015	J	`jnl`	Discriminating and simulating actions with the associative self-organising map. Connect. Sci. Miriam Buonamente, Haris Dindo, Magnus Johnsson
2015	J	`jnl`	SARASOM: a supervised architecture based on the recurrent associative SOM. Neural Comput. Appl. David Gil Méndez, José García Rodríguez, Miguel Cazorla, Magnus Johnsson
2014	—	`conf`	Action Recognition based on Hierarchical Self-Organizing Maps. AIC Miriam Buonamente, Haris Dindo, Magnus Johnsson
2013	—	`conf`	Recognizing actions with the associative self-organizing map. ICAT Miriam Buonamente, Haris Dindo, Magnus Johnsson
2013	—	`conf`	Simulating Actions with the Associative Self-Organizing Map. AIC@AI*IA Miriam Buonamente, Haris Dindo, Magnus Johnsson
2012	—	`conf`	Architecture to Serve Disabled and Elderly. BICA Miriam Buonamente, Magnus Johnsson
2012	—	`conf`	Internal Simulation of an Agent's Intentions. BICA Magnus Johnsson, Miriam Buonamente
2012	J	`jnl`	Predicting seminal quality with artificial intelligence methods. Expert Syst. Appl. David Gil Méndez, Jose Luis Girela, Joaquín de Juan, M. Jose Gomez-Torres, Magnus Johnsson
2012	J	`jnl`	Using GNG to improve 3D feature extraction - Application to 6DoF egomotion. Neural Networks Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson
2011	—	`conf`	Internal Simulation in a Bimodal System. SCAI Magnus Johnsson, David Gil Méndez, Germund Hesslow, Christian Balkenius
2011	J	`jnl`	Modelling of urological dysfunctions with neurological etiology by means of their centres involved. Appl. Soft Comput. David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández
2011	B	`conf`	Predictions tasks with words and sequences: Comparing a novel recurrent architecture with the Elman network. IJCNN David Gil Méndez, José García Rodríguez, Miguel Cazorla, Magnus Johnsson
2011	J	`jnl`	Sense of Touch in Robots With Self-Organizing Maps. IEEE Trans. Robotics Magnus Johnsson, Christian Balkenius
2011	B	`conf`	Using 3D GNG-based reconstruction for 6DoF egomotion. IJCNN Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson
2010	Misc	`conf`	Decision Support System for the Diagnosis of Urological Dysfunctions Based on Fuzzy Logic. DCAI David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández
2010	J	`jnl`	Haptic Perception with Self-Organizing ANNs and an Anthropomorphic Robot Hand. J. Robotics Magnus Johnsson, Christian Balkenius
2010	J	`jnl`	Ikaros: Building cognitive models for robots. Adv. Eng. Informatics Christian Balkenius, Jan Morén, Birger Johansson, Magnus Johnsson
2010	J	`jnl`	Using support vector machines in diagnoses of urological dysfunctions. Expert Syst. Appl. David Gil Méndez, Magnus Johnsson
2009	J	`jnl`	Application of artificial neural networks in the diagnosis of urological dysfunctions. Expert Syst. Appl. David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández
2009	C	`conf`	Associative Self-organizing Map. IJCCI Magnus Johnsson, Christian Balkenius, Germund Hesslow
2009	—	`conf`	Neural Network Architecture for Crossmodal Activation and Perceptual Sequences. AAAI Fall Symposium: Biologically Inspired Cognitive Architectures Magnus Johnsson, Christian Balkenius, Germund Hesslow
2009	—	`—`	Sense of Touch in Robots. Magnus Johnsson
2008	—	`conf`	Artificial Neural Networks for Diagnoses of Dysfunctions in Urology. HEALTHINF (2) David Gil Méndez, Magnus Johnsson, Antonio Soriano Payá, Daniel Ruiz Fernández
2008	A	`conf`	Recognizing texture and hardness by touch. IROS Magnus Johnsson, Christian Balkenius
2007	J	`jnl`	Neural network models of haptic shape perception. Robotics Auton. Syst. Magnus Johnsson, Christian Balkenius
2006	J	`jnl`	Experiments with artificial haptic perception in a robotic hand. J. Intell. Fuzzy Syst. Magnus Johnsson, Christian Balkenius
2005	—	`conf`	A Haptic System for the Lucs Haptic Hand I. IWINAC (1) Magnus Johnsson, Robert Pallbo, Christian Balkenius