Mattias Wahde

Professor vid Fordonsteknik och autonoma system

Källa: chalmers.se
Image of Mattias Wahde

Visar 75 publikationer

2024

Models with verbally enunciated explanations: Towards safe, accountable, and trustworthy artificial intelligence

Mattias Wahde
Proceedings of the 16th International Conference on Agents and Artificial Intelligence. Vol. 3, p. 101-108
Paper i proceeding
2024

An interpretable method for automated classification of spoken transcripts and written text

Mattias Wahde, Marco Luigi Della Vedova, Marco Virgolin et al
Evolutionary Intelligence. Vol. 17 (1), p. 609-621
Artikel i vetenskaplig tidskrift
2024

A Challenging Data Set for Evaluating Part-of-speech Taggers

Mattias Wahde, Minerva Suvanto, Marco L. Della Vedova
International Conference on Agents and Artificial Intelligence. Vol. 2, p. 79-86
Paper i proceeding
2023

DAISY: An Implementation of Five Core Principles for Transparent and Accountable Conversational AI

Mattias Wahde, Marco Virgolin
International Journal of Human-Computer Interaction. Vol. 39 (9), p. 1856-1873
Artikel i vetenskaplig tidskrift
2022

Conversational agents: Theory and applications

Mattias Wahde, Marco Virgolin
Handbook On Computer Learning And Intelligence, p. 497-544
Kapitel i bok
2022

Sleepy drivers on a slippery road: A pilot study using a driving simulator

I. Radun, Andres Levitski, Mattias Wahde et al
Journal of Sleep Research. Vol. 31 (2)
Artikel i vetenskaplig tidskrift
2021

Model learning with personalized interpretability estimation (ML-PIE)

Marco Virgolin, Andrea De Lorenzo, Francesca Randone et al
GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, p. 1355-1364
Paper i proceeding
2021

IEEE ACCESS SPECIAL SECTION EDITORIAL: REAL-TIME MACHINE LEARNING APPLICATIONS IN MOBILE ROBOTICS

Aysegul Ucar, Jessy W. Grizzle, Maani Ghaffari et al
IEEE Access. Vol. 9, p. 89694-89698
Övrig text i vetenskaplig tidskrift
2021

Lidar–camera semi-supervised learning for semantic segmentation

Luca Caltagirone, Mauro Bellone, Lennart Svensson et al
Sensors. Vol. 21 (14)
Artikel i vetenskaplig tidskrift
2021

The five Is: Key principles for interpretable and safe conversational AI

Mattias Wahde, Marco Virgolin
ACM International Conference Proceeding Series, p. 50-54
Paper i proceeding
2021

A Mobile Interactive Robot for Social Distancing in Hospitals

Marco Virgolin, Mauro Bellone, Krister Wolff et al
Proceedings - 2021 5th IEEE International Conference on Robotic Computing, IRC 2021, p. 87-91
Paper i proceeding
2020

Energy minimization for an electric bus using a genetic algorithm

Sina Torabi, Mauro Bellone, Mattias Wahde
European Transport Research Review. Vol. 12 (1)
Artikel i vetenskaplig tidskrift
2019

LIDAR-Camera Fusion for Road Detection Using Fully Convolutional Neural Networks

Luca Caltagirone, Mauro Bellone, Lennart Svensson et al
Robotics and Autonomous Systems. Vol. 111, p. 125-131
Artikel i vetenskaplig tidskrift
2019

Electrification and Automation in Maritime Applications: Employing AI Techniques for Energy Optimization and Efficiency

Mauro Bellone, Monica Lundh, Mattias Wahde et al
IEEE Electrification Magazine. Vol. 7 (4), p. 22-31
Artikel i övrig tidskrift
2019

A method for performance analysis of a genetic algorithm applied to the problem of fuel consumption minimization for heavy-duty vehicles

Sina Torabi, Mattias Wahde
Applied Soft Computing Journal. Vol. 80, p. 735-741
Artikel i vetenskaplig tidskrift
2019

A procedure for automatic adaptation to the user in intelligent virtual agents

Mattias Wahde
Multi Conference on Computer Science and Information Systems, MCCSIS 2019 - Proceedings of the International Conferences on Interfaces and Human Computer Interaction 2019, Game and Entertainment Technologies 2019 and Computer Graphics, Visualization, Computer Vision and Image Processing 2019. Vol. 2019, p. 353-357
Paper i proceeding
2019

A Dialogue manager for task-oriented agents based on dialogue building-blocks and generic cognitive processing

Mattias Wahde
IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019 - Proceedings, p. 1-8
Paper i proceeding
2019

Road grade and vehicle mass estimation for heavy-duty vehicles using feedforward neural networks

Sina Torabi, Mattias Wahde, Pitoyo Hartono
4th International Conference on Intelligent Transportation Engineering, ICITE 2019, p. 316-321
Paper i proceeding
2019

A method for real-time dynamic fleet mission planning for autonomous mining

Mattias Wahde, Mauro Bellone, Sina Torabi
Autonomous Agents and Multi-Agent Systems. Vol. 33 (5), p. 564-590
Artikel i vetenskaplig tidskrift
2018

A framework for optimization of pattern sets for financial time series prediction

Mattias Wahde
Lecture Notes in Networks and Systems, p. 16-32
Kapitel i bok
2018

Pattern sets for financial prediction: A follow-up

Mattias Wahde
Studies in Computational Intelligence. Vol. 751, p. 1-14
Paper i proceeding
2018

Fuel-Efficient Driving Strategies for Heavy-Duty Vehicles: A Platooning Approach Based on Speed Profile Optimization

Sina Torabi, Mattias Wahde
Journal of Advanced Transportation. Vol. 2018
Artikel i vetenskaplig tidskrift
2018

Learning Traversability from Point Clouds in Challenging Scenarios

Mauro Bellone, Giulio Reina, Luca Caltagirone et al
IEEE Transactions on Intelligent Transportation Systems. Vol. 4 (1), p. 296-305
Artikel i vetenskaplig tidskrift
2017

An Evolutionary Approach to General-Purpose Automated Speed and Lane Change Behavior

Carl-Johan E Hoel, Krister Wolff, Mattias Wahde
Proceedings of 16th IEEE International Conference On Machine Learning And Applications (ICMLA)
Paper i proceeding
2017

Fuel consumption optimization of heavy-duty vehicles using genetic algorithms

Sina Torabi, Mattias Wahde
2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings, p. 29-36
Paper i proceeding
2017

Fast LIDAR-based road detection using fully convolutional neural networks

Luca Caltagirone, Samuel Scheidegger, Lennart Svensson et al
IEEE Intelligent Vehicles Symposium, Proceedings, p. 1019-1024
Paper i proceeding
2017

LIDAR-based Driving Path Generation Using Fully Convolutional Neural Networks

Luca Caltagirone, Mauro Bellone, Lennart Svensson et al
IEEE 20th International Conference on Intelligent Transportation Systems. Vol. 2018-March, p. 1-6
Paper i proceeding
2015

Truck Platooning Based on Lead Vehicle Speed Profile Optimization and Artificial Physics

Luca Caltagirone, Sina Torabi, Mattias Wahde
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC 2015. Vol. 2015 October, p. 394-399
Paper i proceeding
2015

A method for binarization of document images from a live camera stream

Mattias Wahde
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 8946, p. 137-150
Paper i proceeding
2015

Self-reported circumstances and consequences of driving while sleepy

I. Radun, J. Radun, Mattias Wahde et al
Transportation Research Part F: Traffic Psychology and Behaviour. Vol. 32, p. 91-100
Artikel i vetenskaplig tidskrift
2014

Alcohol Ignition Interlocks in All New Vehicles: A Broader Perspective

Igor Radun, J. Ohisalo, S. Rajalin et al
Traffic Injury Prevention. Vol. 15 (4), p. 335-342
Artikel i vetenskaplig tidskrift
2014

A method for document image binarization based on histogram matching and repeated contrast enhancement

Mattias Wahde
ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence Angers, Loire Valley; France; 6 March 2014 through 8 March 2014. Vol. 1, p. 34-41
Paper i proceeding
2014

Driving while fatigued in slippery road conditions - a neglected issue

I. Radun, Mattias Wahde, M. Ingre et al
Journal of Sleep Research. Vol. 23, p. 268-268
Artikel i övrig tidskrift
2014

Comparing and validating models of driver steering behaviour in collision avoidance and vehicle stabilisation

Gustav M Markkula, Ola Benderius, Mattias Wahde
Vehicle System Dynamics. Vol. 52 (12), p. 1658-1680
Artikel i vetenskaplig tidskrift
2014

Driver behaviour in unexpected critical events and in repeated exposures – a comparison

Ola Benderius, Gustav M Markkula, Krister Wolff et al
European Transport Research Review. Vol. 6 (1), p. 51-60
Artikel i vetenskaplig tidskrift
2014

Scaled test track: A novel approach for active safety system development, testing, and validation

Krister Wolff, Ola Benderius, Mattias Wahde
Proceedings of The 14th Mechatronics Forum International Conference
Paper i proceeding
2013

The impact of sleepiness on lane positioning in truck driving

David Sandberg, Mattias Wahde, Anna Anund et al
Driver Distraction and Inattention: Advances in Research and Countermeasures, p. 405-416
Kapitel i bok
2013

Effects of experience and electronic stability control on low friction collision avoidance in a truck driving simulator

Gustav M Markkula, Ola Benderius, Krister Wolff et al
Accident Analysis and Prevention. Vol. 50, p. 1266-1277
Artikel i vetenskaplig tidskrift
2013

Sleepy driving on the real road and in the simulator - A comparison

D. Hallvig, A. Anund, C. Fors et al
Accident Analysis and Prevention. Vol. 50, p. 44-50
Artikel i vetenskaplig tidskrift
2013

Driver fatigue and the law from the perspective of police officers and prosecutors

Igor Radun, J. Ohisalo, J. Radun et al
Transportation Research Part F: Traffic Psychology and Behaviour. Vol. 18, p. 159-167
Artikel i vetenskaplig tidskrift
2012

A Review of Near-Collision Driver Behavior Models

Gustav M Markkula, Ola Benderius, Krister Wolff et al
Human Factors. Vol. 54 (6), p. 1117-1143
Artikel i vetenskaplig tidskrift
2011

The Characteristics of Sleepiness During Real Driving at Night - A Study of Driving Performance, Physiology and Subjective Experience

David Sandberg, A. Anund, C. Fors et al
Sleep. Vol. 34 (10), p. 1317-1325
Artikel i vetenskaplig tidskrift
2011

A simulation environment for analysis and optimization of driver models

Ola Benderius, Gustav M Markkula, Krister Wolff et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6777, p. 453-462
Paper i proceeding
2011

Detecting driver sleeepiness using optimized non-linear combinations of sleepiness indicators

David Sandberg, Torbjörn Åkerstedt, Göran Kecklund et al
IEEE Transactions on Intelligent Transportation Systems. Vol. 12 (1), p. 97-108
Artikel i vetenskaplig tidskrift
2011

Reliable Long-Term Navigation in Indoor Environments

Mattias Wahde, David Sandberg, Krister Wolff
Recent Advances in Mobile Robotics, p. 26-
Kapitel i bok
2010

Reaction of sleepiness indicators to partial sleep deprivation, time of day and time on task in a driving simulator - the DROWSI project

T. Åkerstedt, M. Ingre, G. Kecklund et al
Journal of Sleep Research. Vol. 19 (2), p. 298-309
Artikel i vetenskaplig tidskrift
2010

A model for short-term and long-term learning in continuous-time recurrent neural networks

Mattias Wahde
Proceedings of FAN/iFAN 2010
Paper i proceeding
2010

Balancing Theory and Practical Work in a Humanoid Robotics Course

Krister Wolff, Mattias Wahde
International Journal of Teaching and Learning in Higher Education (IJTLHE). Vol. 22 (1), p. 80-88
Artikel i vetenskaplig tidskrift
2009

A robot localization method based on laser scan matching

David Sandberg, Krister Wolff, Mattias Wahde
Lecture notes in computer science - advances in robotics. Vol. 5744, p. 171-178
Paper i proceeding
2009

A general-purpose method for decision-making in autonomous robots

Mattias Wahde
Lecture notes in computer science - Next generation applied intelligence. Vol. 5579, p. 1-10
Paper i proceeding
2009

An algorithm for sensory area coverage by mobile robots operating in complex arenas

Mattias Wahde, David Sandberg
Lecture notes in computer science - advances in robotics. Vol. 5744, p. 179-187
Paper i proceeding
2008

Particle swarm optimization of feedforward neural networks for the detection of drowsy driving

David Sandberg, Mattias Wahde
Proceedings of the International Joint Conference on Neural Networks, Hong Kong. Vol. June 2008, p. 789-794
Paper i proceeding
2008

Evolutionary optimization of a bipedal gait in a physical robot

Krister Wolff, David Sandberg, Mattias Wahde
Proceedings of the Congress on Evolutionary Computation, (CEC'08), Hong Kong., p. 440-445
Paper i proceeding
2007

Drowsiness indicators based on spectral analysis of lane position data

David Sandberg, Mattias Wahde
Proceedings of the 2nd Sensation International Conference and exhibition, Chania, Greece. Vol. July 2007
Paper i proceeding
2007

Evolution of biped locomotion using linear genetic programming

Krister Wolff, Mattias Wahde
Climbing and Walking Robots, Towards New Applications, p. 335-356
Kapitel i bok
2007

Uflibrary: A simulation library implementing the utility function in autonomous robots

J. Pettersson, Mattias Wahde
International Journal on Artificial Intelligence Tools. Vol. 16 (3), p. 507-536
Artikel i vetenskaplig tidskrift
2007

Central pattern generators for gait generation in bipedal robots

Almir Heralic, Krister Wolff, Mattias Wahde
Humanoid Robots, New Developments, p. 285-304
Kapitel i bok
2006

A General-purpose Transportation Robot: An Outline of Work in Progress

Mattias Wahde, Jimmy Pettersson
Proc. of the 15th International Symposium on Robot and Human Interactive Communication (RO-MAN 06), Hatfield, United Kingdom, p. 722-726
Paper i proceeding
2006

Structural Evolution of Central Pattern Generators for Bipedal Walking in 3D Simulation

Krister Wolff, Jimmy Pettersson, Almir Heralic et al
Proc. of the 2006 IEEE Conference on Systems, Man, and Cybernetics (SMC 2006), Taipei, Taiwan, p. 227-234
Paper i proceeding
2006

Improving the prediction of the clinical outcome of breast cancer using evolutionary algorithms

Mattias Wahde, Zoltan Szallasi
Soft Computing. Vol. 10 (4), p. 338-345
Artikel i vetenskaplig tidskrift
2006

Improving generalization in a behavioral selection problem using multiple simulations

Jimmy Pettersson, Mattias Wahde
Proc. of the Joint 3rd International Conference on Soft Computing and Intelligent Systems and the 7th International Symposium on advanced Intelligent Systems (SCIS & ISIS 2006), Tokyo, Japan, p. 989-994
Paper i proceeding
2006

A survey of methods for classification of gene expression data using evolutionary algorithms

Mattias Wahde, Zoltan Szallasi
Expert Review of Molecular Diagnostics. Vol. 6 (1), p. 101-110
Artikel i vetenskaplig tidskrift
2006

Macroeconomic time series prediction using prediction networks and evolutionary algorithms

Peter Forsberg, Mattias Wahde
Proc. of Computational Finance 2006, London, 2006, p. 403-411
Paper i proceeding
2006

Behavioral selection in domestic assistance robots: A comparison of different methods for optimization of utility functions

Jimmy Pettersson, David Sandberg, Krister Wolff et al
Proc. of the 2006 IEEE Conference on Systems, Man, and Cybernetics (SMC 2006), Taipei, Taiwan, p. 4904-4909
Paper i proceeding
2005

Behavioral Selection Using the Utility Function Method: A Case Study Involving a Simple Guard Robot

Mattias Wahde, Jimmy Pettersson, Hans Sandholt et al
3rd International Symposium on Autonomous Minirobots for Research and Edutainment, AMiRE 2005, p. 261-266
Paper i proceeding
2005

Application of the Utility Function Method for Behavioral Organization in a Locomotion Task

Jimmy Pettersson, Mattias Wahde
IEEE Transactions on Evolutionary Computation. Vol. 9 (5), p. 506-521
Artikel i vetenskaplig tidskrift
2004

A study of multiple behavior implementations in connection with the utility manifold method for behavioral organization

Hans Sandholt, Mattias Wahde
Robotics and Autonomous Systems
Artikel i vetenskaplig tidskrift
2004

Improved time series prediction using evolutionary algorithms for the generation of feedback connections in neural networks

Erik Hulthén, Mattias Wahde
Proceedings of Computational Finance and its Applications
Paper i proceeding
2002

Development of a Bipedal Robot with Genetic Algorithm Based Motion Control

Hans Sandholt, Mattias Wahde, Jimmy Pettersson
Mechatronics, p. 489-498
Paper i proceeding
2001

A Flexible Evolutionary Method for the Generation and Implementation of Behaviors for Humanoid Robots

Hans Sandholt, Mattias Wahde, Jimmy Pettersson
IEEE-RAS International Conference on Humanoid Robots, p. 279-286
Paper i proceeding
2000

Evolving complex behaviors on autonomous robots

Hans Sandholt, Mattias Wahde
Mechatronics
Paper i proceeding
2000

Interactive design of automobiles using evolutionary algorithms

Hans Sandholt, Mattias Wahde
Mechatronics
Paper i proceeding
1997

Transfer of Angular Momentum in Astrophysical Discs

Mattias Wahde
Doktorsavhandling

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Visar 20 forskningsprojekt

2022–2025

Tolkningsbar AI från start till mål - TolkAI

Mattias Wahde Fordonsteknik och autonoma system
Ola Isaksson Produktutveckling
Marco Luigi Della Vedova Fordonsteknik och autonoma system
VINNOVA

2020–2022

ISOLDE: An interactive robot for social distancing

Mattias Wahde Fordonsteknik och autonoma system
Krister Wolff Fordonsteknik och autonoma system
Adlerbertska forskningsstiftelsen

2020–2020

Smart-Loop: Design av multimodalt interaktionssystem mellan människor och maskiner för att hålla föraren i slingan i automatiserade körsystem

Pinar Boyraz Baykas Olycksanalys och prevention
Mattias Wahde Fordonsteknik och autonoma system
Marco Dozza Olycksanalys och prevention
Vehicle and Traffic Safety Centre at Chalmers (SAFER)

2020–2020

En jämförande studie av rörelser, verbala och visuella signaler i automatiserade körsystem (ADS)

Mattias Wahde Fordonsteknik och autonoma system
Krister Wolff Fordonsteknik och autonoma system
Pinar Boyraz Baykas Olycksanalys och prevention
Marco Dozza Olycksanalys och prevention
Mauro Bellone Fordonsteknik och autonoma system
Chalmers

2019–2020

TranzPORT-Testning av autonoma nollemissionstransporter till hamn

Peter Forsberg Fordonsteknik och autonoma system
Mattias Wahde Fordonsteknik och autonoma system
Sina Torabi Fordonsteknik och autonoma system
FFI - Fordonsstrategisk forskning och innovation

2018–2018

Intelligenta agenter i fordon - en förstudie

Mattias Wahde Fordonsteknik och autonoma system
Mauro Bellone Fordonsteknik och autonoma system
Chalmers

2018–2019

ICAD: Intention Communication in Automated Driving: What Language Will Automated Vehicles Speak to Humans?

Marco Dozza Fordonssäkerhet
Alexander Almér Kognition och kommunikation
Erik Ström Kommunikation, Antenner och Optiska Nätverk
Robert Lowe Kognition och kommunikation
Christian Berger Software Engineering for Cyber Physical Systems
Marina Papatriantafilou Nätverk och system
Jonas Bärgman Fordonssäkerhet
Mattias Wahde Fordonsteknik och autonoma system
Chalmers

2017–2019

ASP - Autopilot Site to Plant

Mattias Wahde Fordonsteknik och autonoma system
Peter Forsberg Fordonsteknik och autonoma system
VINNOVA

2017–2019

UnikAI

Mattias Wahde Fordonsteknik och autonoma system
Krister Wolff Fordonsteknik och autonoma system
Rickard Bensow Marin teknik
VINNOVA

2016–2021

Taktiskt beslutsfattande i dynamiska, osäkra trafiksituationer

Krister Wolff Fordonsteknik och autonoma system
Carl-Johan E Hoel Fordonsteknik och autonoma system
Leo Laine Mekanik och maritima vetenskaper
Mattias Wahde Fordonsteknik och autonoma system
Knut och Alice Wallenbergs Stiftelse

2015–2019

PRELAT

Mattias Wahde Fordonsteknik och autonoma system
VINNOVA

2015–2017

Automated Safe and Efficient Transport System

Mattias Wahde Fordonsteknik och autonoma system
VINNOVA

2014–2016

Automated Next generation Transport Vehicle for Work Yard application (ANTWaY )

Mattias Wahde Fordonsteknik och autonoma system
VINNOVA

2013–2017

FFI Safe Roadtrains for Efficient Transports

Mattias Wahde Fordonsteknik och autonoma system
VINNOVA

2013–2016

Säker och robust plattform för automatiserade fordon och maskiner (SARPA)

Mattias Wahde Fordonsteknik och autonoma system
VINNOVA

1 publikation finns
2013–2014

Förstudie: Testbädd för vägtågs-applikationer

Mattias Wahde Fordonsteknik och autonoma system
VINNOVA

2013–2014

Förstudie: Testbädd för energieffektiva transporter inom konstruktionsanläggningar

Mattias Wahde Fordonsteknik och autonoma system
VINNOVA

2013–2014

Interaktiv intelligent agent för synskadade

Mattias Wahde Fordonsteknik och autonoma system
De blindas vänner

2012–2013

Trötta förare på halt väglag - ett försummat problem

Mattias Wahde Fordonsteknik och autonoma system
Igor Radun Fordonsteknik och autonoma system
Trafikverket

2012–2015

Nästa generations provningsmetoder för aktiva säkerhetsfunktioner

Mattias Wahde Fordonsteknik och autonoma system
Krister Wolff Fordonsteknik och autonoma system
VINNOVA

Det kan finnas fler projekt där Mattias Wahde medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.