Magnus Boman

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Learning Machines

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Daniel F. Perez-Ramirez, Carlos M. Pérez-Penichet, Nicolas Tsiftes, Dejan Kostic, Magnus Boman, Thiemo Voigt
Robust Generalization of Graph Neural Networks for Carrier Scheduling. CoRR (2024)
Daniel F. Perez-Ramirez, Carlos M. Pérez-Penichet, Nicolas Tsiftes, Thiemo Voigt, Dejan Kostic, Magnus Boman
DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks. IPSN (2023)
Evangelia Gogoulou, Timothée Lesort, Magnus Boman, Joakim Nivre
A Study of Continual Learning Under Language Shift. CoRR (2023)
Giacomo Verardo, Magnus Boman, Samuel Bruchfeld, Marco Chiesa, Sabine Koch, Gerald Q. Maguire Jr., Dejan Kostic
FMM-Head: Enhancing Autoencoder-based ECG anomaly detection with prior knowledge. CoRR (2023)
Magnus Boman
Human-Curated Validation of Machine Learning Algorithms for Health Data. Digit. Soc. 2 (3) (2023)
Rasoul Behravesh, Akhila Rao, Daniel F. Perez-Ramirez, Davit Harutyunyan, Roberto Riggio, Magnus Boman
Machine Learning at the Mobile Edge: The Case of Dynamic Adaptive Streaming Over HTTP (DASH). IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Diarmuid Corcoran, Per Kreuger, Magnus Boman
A Sample Efficient Multi-Agent Approach to Continuous Reinforcement Learning. CNSM (2022)
Daniel F. Perez-Ramirez, Carlos M. Pérez-Penichet, Nicolas Tsiftes, Thiemo Voigt, Dejan Kostic, Magnus Boman
DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks. CoRR (2021)
Marcos Fernández Carbonell, Magnus Boman, Petri Laukka
Comparing supervised and unsupervised approaches to multimodal emotion recognition. PeerJ Comput. Sci. 7 (2021)
Diarmuid Corcoran, Per Kreuger, Magnus Boman
Reinforcement Learning for Automated Energy Efficient Mobile Network Performance Tuning. CNSM (2021)
Evangelia Gogoulou, Magnus Boman, Fehmi Ben Abdesslem, Nils Hentati Isacsson, Viktor Kaldo, Magnus Sahlgren
Predicting Treatment Outcome from Patient Texts: The Case of Internet-Based Cognitive Behavioural Therapy. EACL (2021)
Natalia Vesselinova, Rebecca Steinert, Daniel F. Perez-Ramirez, Magnus Boman
Learning Combinatorial Optimization on Graphs: A Survey with Applications to Networking. CoRR (2020)
Natalia Vesselinova, Rebecca Steinert, Daniel F. Perez-Ramirez, Magnus Boman
Learning Combinatorial Optimization on Graphs: A Survey With Applications to Networking. IEEE Access 8 (2020)
Magnus Boman, Fehmi Ben Abdesslem, Erik Forsell, Daniel Gillblad, Olof Görnerup, Nils Isacsson, Magnus Sahlgren, Viktor Kaldo
Learning machines in Internet-delivered psychological treatment. Prog. Artif. Intell. 8 (4) (2019)
Magnus Boman, Magnus Sahlgren, Olof Görnerup, Daniel Gillblad
Learning Machines. AAAI Spring Symposia (2018)
Dominik Harz, Magnus Boman
The Scalability of Trustless Trust. Financial Cryptography Workshops (2018)
Dominik Harz, Magnus Boman
The Scalability of Trustless Trust. CoRR (2018)
Magnus Boman, Pedro Sanches
Sensemaking in Intelligent Health Data Analytics. Künstliche Intell. 29 (2) (2015)
Pedro Sanches, Eric-Oluf Svee, Markus Bylund, Benjamin Hirsch, Magnus Boman
Knowing Your Population: Privacy-Sensitive Mining of Massive Data. CoRR (2014)
Magnus Boman, Daniel Gillblad
Learning machines for computational epidemiology. IEEE BigData (2014)
Pedro Sanches, Eric-Oluf Svee, Markus Bylund, Benjamin Hirsch, Magnus Boman
Knowing Your Population: Privacy-Sensitive Mining of Massive Data. Netw. Commun. Technol. 2 (1) (2013)
Magnus Boman, Paul Davidsson, Håkan L. S. Younes
Artificial Decision Making Under Uncertainty in Intelligent Buildings CoRR (2013)
Baki Cakici, Magnus Boman
A workflow for software development within computational epidemiology. J. Comput. Sci. 2 (3) (2011)
Wah-Sui Almberg, Magnus Boman
An Ontological Quantum Mechanics Model of Influenza. ERCIM News 2010 (82) (2010)
Katarina Borg Gyllenbäck, Magnus Boman
Narrative Bridging. DCC (2010)
Olof Görnerup, Magnus Boman
A baseline for content-based blog classification CoRR (2009)
Magnus Boman, Kristofer Franzén, Fredrik Espinoza
Collective Completion: How do YOU Complete your Unknown Colleagues? ERCIM News 2007 (70) (2007)
Magnus Boman, Stefan J. Johansson
Modeling Epidemic Spread in Synthetic Populations - Virtual Plagues in Massively Multiplayer Online Games CoRR (2007)
Magnus Boman, Stefan J. Johansson
Modeling Epidemic Spread in Synthetic Populations - Virtual Plagues in Massively Multiplayer Online Games. DiGRA Conference (2007)
Magnus Boman, Anna Sandin
Implementing an agent trade server. Decis. Support Syst. 42 (1) (2006)
Paul Davidsson, Magnus Boman
Distributed monitoring and control of office buildings by embedded agents. Inf. Sci. 171 (4) (2005)
Jan Odelstad, Magnus Boman
Algebras for Agent Norm-Regulation. Ann. Math. Artif. Intell. 42 (1-3) (2004)
David Lybäck, Magnus Boman
Agent trade servers in financial exchange systems. ACM Trans. Internet Techn. 4 (3) (2004)
Stina Nylander, Markus Bylund, Magnus Boman
Mobile access to real-time information-the case of autonomous stock brokering. Pers. Ubiquitous Comput. 8 (1) (2004)
Jarmo Laaksolahti, Magnus Boman
Anticipatory Guidance of Plot. ABiALS (2003)
Magnus Boman, Anna Sandin
Implementing an Agent Trade Server CoRR (2003)
Jan Odelstad, Magnus Boman
Algebras for Agent Norm-Regulation CoRR (2003)
Magnus Boman, Markus Bylund, Fredrik Espinoza, Mats Danielson, David Lybäck
Trading Agents for Roaming Users CoRR (2002)
Magnus Boman, Stefan J. Johansson, David Lybäck
Parrondo Strategies for Artificial Traders CoRR (2002)
David Lybäck, Magnus Boman
Agent trade servers in financial exchange systems CoRR (2002)
Jarmo Laaksolahti, Magnus Boman
Anticipatory Guidance of Plot CoRR (2002)
Koen Bertels, Magnus Boman
Agent-Based Social Simulation in Markets. Electron. Commer. Res. 1 (1/2) (2001)
Magnus Boman, Lisa Brouwers, Karin Hansson, Carl Gustaf Jansson, Johan Kummeneje, Harko Verhagen
Artificial Agent Action in Markets. Electron. Commer. Res. 1 (1/2) (2001)
Paul Davidsson, Magnus Boman
A Multi-Agent System for Controlling Intelligent Buildings. ICMAS (2000)
Alessandro Saffiotti, Magnus Boman, Pär Buschka, Paul Davidsson, Stefan J. Johansson, Zbigniew Wasik
Team Sweden. RoboCup (2000)
Paul Davidsson, Magnus Boman
Saving Energy and Providing Value Added Services in Intelligent Buildings: A MAS Approach. ASA/MA (2000)
Magnus Boman, Love Ekenberg
Risk Constraints in Agent Conflicts. DEXA Workshop (2000)
Magnus Boman, Paul Davidsson, Håkan L. S. Younes
Artificial Decision Making Under Uncertainty in Intelligent Buildings. UAI (1999)
Magnus Boman, Kevin LeBlanc, Christian Guttmann, Alessandro Saffiotti
Team Sweden. RoboCup (1999)
Johan Kummeneje, David Lybäck, Håkan L. S. Younes, Magnus Boman
UBU Team. RoboCup (1999)
Magnus Boman
Norms in Artificial decision Making. Artif. Intell. Law 7 (1) (1999)
Magnus Boman, Paul Davidsson, Nikolaos Skarmeas, Keith L. Clark, Rune Gustavsson
Energy Saving and Added Customer Value in Intelligent Buildings. PAAM (1998)
Magnus Boman, Helena Åberg, Åsa Åhman, Jens Andreasen, Mats Danielson, Carl Gustaf Jansson, Johan Kummeneje, Harko Verhagen, Johan Walter
UBU: Utility-Based Uncertainty Handling in Synthetic Soccer. RoboCup (1998)
Magnus Boman
Towards artificial decision making. Robotics Auton. Syst. 24 (3-4) (1998)
Stefan J. Johansson, Bengt Carlsson, Magnus Boman
Modeling Strategies as Generous and Greedy in Prisoner's Dilemma like Games. SEAL (1998)
Love Ekenberg, Mats Danielson, Magnus Boman
Imposing security constraints on agent-based decision support. Decis. Support Syst. 20 (1) (1997)
Magnus Boman
Norms as Constraints on Real-Time Autonomous Agent Action. MAAMAW (1997)
Love Ekenberg, Mats Danielson, Magnus Boman
From Local Assessments to Global Rationality. Int. J. Cooperative Inf. Syst. 5 (2&3) (1996)
Love Ekenberg, Magnus Boman, Mats Danielson
A Tool for Coordinating Autonomous Agents with Conflicting Goals. ICMAS (1995)
Love Ekenberg, Mats Danielson, Magnus Boman
A Tool for Handling Uncertain Information in Multi-Agent Systems. MAAMAW (1994)
Harald Kjellin, Magnus Boman
Fielded machine learning system for vocational counseling. Appl. Artif. Intell. 8 (4) (1994)
Magnus Boman
A Note on the Limitations of Utilizing Modal Logic for Federated Information Systems. DAISD (1992)
Magnus Boman, Paul Johanesson
A note on the limitations of utilizing logic for federated information systems. CNKBS (1992)