Håkan Grahn

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 37

Top Topics

Machine Learning

Heterogeneous Computing

Energy Consumption

Parameter Tuning

Top Venues

Publications

Lars Lundberg, Alexander Westerhagen, Dragos Ilie, Håkan Grahn, Bo Granbom
Dynamic Forward Error Correction Coding to Avoid Detection in Airborne Tactical Networks. ICMCIS (2024)
Christoffer Åleskog, Håkan Grahn, Anton Borg
A Comparative Study on Simulation Frameworks for AI Accelerator Evaluation. IPDPS (Workshops) (2024)
Christian Nordahl, Veselka Boeva, Håkan Grahn
MultiStream EvolveCluster. Canadian AI (2023)
Jim Ahlstrand, Martin Boldt, Anton Borg, Håkan Grahn
Preliminary Results on the use of Artificial Intelligence for Managing Customer Life Cycles. SAIS (2023)
Veronica Sundstedt, Veselka Boeva, Hans-Jürgen Zepernick, Prashant Goswami, Abbas Cheddad, Kurt Tutschku, Håkan Grahn, Emiliano Casalicchio, Markus Fiedler, Emilia Mendes, Shahrooz Abghari, Yan Hu, Valeria Garro, Thi My Chinh Chu, Lars Lundberg, Patrik Arlos
HINTS: Human-Centered Intelligent Realities. SAIS (2023)
Dragos Ilie, Håkan Grahn, Lars Lundberg, Alexander Westerhagen, Bo Granbom, Anders Höök
Avoiding Detection by Hostile Nodes in Airborne Tactical Networks. Future Internet 15 (6) (2023)
Lars Lundberg, Håkan Grahn
Research Trends, Enabling Technologies and Application Areas for Big Data. Algorithms 15 (8) (2022)
Christian Nordahl, Veselka Boeva, Håkan Grahn, Marie Persson Netz
EvolveCluster: an evolutionary clustering algorithm for streaming data. Evol. Syst. 13 (4) (2022)
Christoffer Åleskog, Håkan Grahn, Anton Borg
Recent Developments in Low-Power AI Accelerators: A Survey. Algorithms 15 (11) (2022)
Eva García-Martín, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva
Energy-aware very fast decision tree. Int. J. Data Sci. Anal. 11 (2) (2021)
Stefan Petersson, Håkan Grahn, Jim Rasmusson
Blind Correction of Lateral Chromatic Aberration in Raw Bayer Data. IEEE Access 9 (2021)
Lars Lundberg, Håkan Grahn, Valeria Cardellini, Andreas Polze, Sogand Shirinbab
Editorial to the Special Issue on Big Data in Industrial and Commercial Applications. Big Data Res. 26 (2021)
Shahrooz Abghari, Veselka Boeva, Jens Brage, Håkan Grahn
Multi-view Clustering Analyses for District Heating Substations. DATA (2020)
Florian Westphal, Håkan Grahn, Niklas Lavesson
Representative Image Selection for Data Efficient Word Spotting. DAS (2020)
Huseyin Kusetogullari, Amir Yavariabdi, Abbas Cheddad, Håkan Grahn, Johan Hall
ARDIS: a Swedish historical handwritten digit dataset. Neural Comput. Appl. 32 (21) (2020)
Eva García-Martín, Crefeda Faviola Rodrigues, Graham D. Riley, Håkan Grahn
Estimation of energy consumption in machine learning. J. Parallel Distributed Comput. 134 (2019)
Christian Nordahl, Veselka Boeva, Håkan Grahn, Marie Persson Netz
Profiling of Household Residents' Electricity Consumption Behavior Using Clustering Analysis. ICCS (5) (2019)
Shahrooz Abghari, Veselka Boeva, Jens Brage, Christian Johansson, Håkan Grahn, Niklas Lavesson
Higher Order Mining for Monitoring District Heating Substations. DSAA (2019)
Florian Westphal, Niklas Lavesson, Håkan Grahn
Learning Character Recognition with Graph-Based Privileged Information. ICDAR (2019)
Florian Westphal, Niklas Lavesson, Håkan Grahn
A Case for Guided Machine Learning. CD-MAKE (2019)
Florian Westphal, Håkan Grahn, Niklas Lavesson
Efficient document image binarization using heterogeneous computing and parameter tuning. Int. J. Document Anal. Recognit. 21 (1-2) (2018)
Florian Westphal, Niklas Lavesson, Håkan Grahn
Document Image Binarization Using Recurrent Neural Networks. DAS (2018)
Shahrooz Abghari, Veselka Boeva, Niklas Lavesson, Håkan Grahn, Selim Ickin, Jörgen Gustafsson
A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences. ICMLA (2018)
Eva García-Martín, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva
Hoeffding Trees with Nmin Adaptation. DSAA (2018)
Eva García-Martín, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva
Hoeffding Trees with nmin adaptation. CoRR (2018)
Eva García-Martín, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva
How to Measure Energy Consumption in Machine Learning Algorithms. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML (2018)
Max Danielsson, Håkan Grahn, Thomas Sievert, Jim Rasmusson
Comparing Two Generations of Embedded GPUs Running a Feature Detection Algorithm. CoRR (2018)
Florian Westphal, Håkan Grahn, Niklas Lavesson
User Feedback and Uncertainty in User Guided Binarization. ICDM Workshops (2018)
Eva García Martín, Niklas Lavesson, Håkan Grahn, Veselka Boeva
Energy Efficiency in Machine Learning: A position paper. SAIS (2017)
Julia Sidorova, Lars Lundberg, Oliver Rosander, Håkan Grahn, Lars Skold
Recommendations for marketing campaigns in telecommunication business based on the footprint analysis: Who is a good client? IISA (2017)
Eva García Martín, Niklas Lavesson, Håkan Grahn
Identification of Energy Hotspots: A Case Study of the Very Fast Decision Tree. GPC (2017)
Jan Kasper Martinsen, Håkan Grahn, Anders Isberg
Combining thread-level speculation and just-in-time compilation in Google's V8 JavaScript engine. Concurr. Comput. Pract. Exp. 29 (1) (2017)
Christian Nordahl, Marie Persson, Håkan Grahn
Detection of Residents' Abnormal Behaviour by Analysing Energy Consumption of Individual Households. ICDM Workshops (2017)
Abbas Cheddad, Huseyin Kusetogullari, Håkan Grahn
Object recognition using shape growth pattern. ISPA (2017)
Huseyin Kusetogullari, Håkan Grahn, Niklas Lavesson
Handwriting image enhancement using local learning windowing, Gaussian Mixture Model and k-means clustering. ISSPIT (2016)
Max Danielsson, Thomas Sievert, Håkan Grahn, Jim Rasmusson
Feature Detection and Description using a Harris-Hessian/FREAK Combination on an Embedded GPU. ICPRAM (2016)
Stefan Petersson, Håkan Grahn, Jim Rasmusson
Color Demosaicing Using Structural Instability. ISM (2016)
Eric Nilsson, Daniel Aarno, Erik Carstensen, Håkan Grahn
Accelerating Graphics in the Simics Full-System Simulator. MASCOTS (2015)
Eva García Martín, Niklas Lavesson, Håkan Grahn
Energy Efficiency in Data Stream Mining. ASONAM (2015)
Lars Lundberg, Håkan Grahn, Dragos Ilie, Christian Melander
Cache Support in a High Performance Fault-Tolerant Distributed Storage System for Cloud and Big Data. IPDPS Workshops (2015)
Jan Kasper Martinsen, Håkan Grahn, Anders Isberg
Heuristics for Thread-Level Speculation in Web Applications. IEEE Comput. Archit. Lett. 13 (2) (2014)
Jan Kasper Martinsen, Håkan Grahn, Anders Isberg, Henrik Sundstrom
Reducing Memory in Software-Based Thread-Level Speculation for JavaScript Virtual Machine Execution of Web Applications. HPCC/CSS/ICESS (2014)
Stefan Petersson, Håkan Grahn
Improving image quality by SSIM based increase of run-length zeros in GPGPU JPEG encoding. ACSSC (2014)
Jan Kasper Martinsen, Håkan Grahn, Anders Isberg
The Effects of Parameter Tuning in Software Thread-Level Speculation in JavaScript Engines. ACM Trans. Archit. Code Optim. 11 (4) (2014)
Jan Kasper Martinsen, Håkan Grahn, Anders Isberg
An argument for thread-level speculation and just-in-time compilation in the Google's V8 JavaScript engine. Conf. Computing Frontiers (2014)
Hussein Muzahim Aziz, Markus Fiedler, Håkan Grahn, Lars Lundberg
Compressing video based on region of interest. EUROCON (2013)
Jan Kasper Martinsen, Håkan Grahn, Anders Isberg
Using Speculation to Enhance JavaScript Performance in Web Applications. IEEE Internet Comput. 17 (2) (2013)
Syed Muhammad Zeeshan Iqbal, Håkan Grahn, Johanna Törnquist Krasemann
A Parallel Heuristic for Fast Train Dispatching during Railway Traffic Disturbances: Early Results. ICORES (2012)
Hussein Muzahim Aziz, Markus Fiedler, Håkan Grahn, Lars Lundberg
Adapting the Streaming Video Based on the Estimated Position of the Region of Interest. SITIS (2012)
Hussein Muzahim Aziz, Markus Fiedler, Håkan Grahn, Lars Lundberg
Eliminating the effect of freezing frames on user perceptive by using a time interleaving technique. Multim. Syst. 18 (3) (2012)
Claes Wohlin, Aybüke Aurum, Lefteris Angelis, Laura Phillips, Yvonne Dittrich, Tony Gorschek, Håkan Grahn, Kennet Henningsson, Simon Kågström, Graham Low, Per Rovegard, Piotr Tomaszewski, Christine Van Toorn, Jeff Winter
The Success Factors Powering Industry-Academia Collaboration. IEEE Softw. 29 (2) (2012)
Håkan Grahn, Niklas Lavesson, Mikael Hellborg Lapajne, Daniel Slat
CudaRF: A CUDA-based implementation of Random Forests. AICCSA (2011)
Jan Kasper Martinsen, Håkan Grahn
Thread-level speculation as an optimization technique in Web Applications - Initial results. SIES (2011)
Moris Behnam, Farhang Nemati, Thomas Nolte, Håkan Grahn
Towards an efficient approach for resource sharing in real-time multiprocessor systems. SIES (2011)
Jan Kasper Martinsen, Håkan Grahn
A methodology for evaluating JavaScript execution behavior in interactive web applications. AICCSA (2011)
Jan Kasper Martinsen, Håkan Grahn, Anders Isberg
A Comparative Evaluation of JavaScript Execution Behavior. ICWE (2011)
Syed Muhammad Zeeshan Iqbal, Yuchen Liang, Håkan Grahn
ParMiBench - An Open-Source Benchmark for Embedded Multiprocessor Systems. IEEE Comput. Archit. Lett. 9 (2) (2010)
Håkan Grahn
Transactional memory. J. Parallel Distributed Comput. 70 (10) (2010)
Hussein Muzahim Aziz, Markus Fiedler, Håkan Grahn, Lars Lundberg
Streaming video as space - divided sub-frames over wireless networks. WMNC (2010)
Håkan Grahn
Acknowledgment to special issue reviewers. J. Parallel Distributed Comput. 70 (10) (2010)
Hussein Muzahim Aziz, Håkan Grahn, Lars Lundberg
Eliminating the freezing frames for the mobile user over unreliable wireless networks. Mobility Conference (2009)
Simon Kågström, Håkan Grahn, Lars Lundberg
The Design and Implementation of Multiprocessor Support for an Industrial Operating System Kernel. Int. J. Comput. Their Appl. 16 (1) (2009)
Håkan Grahn
Special Issue of the Journal of Parallel and Distributed Computing: Transactional Memory. J. Parallel Distributed Comput. 69 (9) (2009)
Sajid Hussain, Håkan Grahn
Tracking Data Structures Coherency in Animated Ray Tracing: Kalman and Wiener Filters Approach. ISVC (1) (2008)
Simon Kågström, Håkan Grahn, Lars Lundberg
Cibyl: an environment for language diversity on mobile devices. VEE (2007)
Piotr Tomaszewski, Lars Lundberg, Håkan Grahn
Improving Fault Detection in Modified Code - A Study from the Telecommunication Industry. J. Comput. Sci. Technol. 22 (3) (2007)
Piotr Tomaszewski, Jim Håkansson, Håkan Grahn, Lars Lundberg
Statistical models vs. expert estimation for fault prediction in modified code - an industrial case study. J. Syst. Softw. 80 (8) (2007)
Sajid Hussain, Håkan Grahn
-Tree Construction for 3D-Rendering Algorithms Like Ray Tracing. ISVC (2) (2007)
Simon Kågström, Håkan Grahn, Lars Lundberg
The application kernel approach - a novel approach for adding SMP support to uniprocessor operating systems. Softw. Pract. Exp. 36 (14) (2006)
Piotr Tomaszewski, Håkan Grahn, Lars Lundberg
A Method for an Accurate Early Prediction of Faults in Modified Classes. ICSM (2006)
Piotr Tomaszewski, Jim Håkansson, Lars Lundberg, Håkan Grahn
The Accuracy of Fault Prediction in Modified Code - Statistical Model vs. Expert Estimation. ECBS (2006)
Simon Kågström, Håkan Grahn, Lars Lundberg
Automatic low overhead program instrumentation with the LOPI framework. Interaction between Compilers and Computer Architectures (2005)
Simon Kågström, Håkan Grahn, Lars Lundberg
Experiences from Implementing Multiprocessor Support for an Industrial Operating System Kernel. RTCSA (2005)
Piotr Tomaszewski, Lars Lundberg, Håkan Grahn
Increasing the Efficiency of Fault Detection in Modified Code. APSEC (2005)
Frans Mårtensson, Håkan Grahn, Michael Mattsson
Evaluating Software Quality Attributes of Communication Components in an Automated Guided Vehicle System. ICECCS (2005)
Simon Kågström, Lars Lundberg, Håkan Grahn
A Novel Method for Adding Multiprocessor Support to a Large and Complex Uniprocessor Kernel. IPDPS (2004)
Håkan Grahn, Per Stenström
A comparative evaluation of hardware-only and software-only directory protocols in shared-memory multiprocessors. J. Syst. Archit. 50 (9) (2004)
Magnus Broberg, Lars Lundberg, Håkan Grahn
A Tool for Binding Threads to Processors. Euro-Par (2001)
Magnus Broberg, Lars Lundberg, Håkan Grahn
An Allocation Strategy Using Shadow-processors and Simulation Technique. PDCS (2001)
Magnus Broberg, Lars Lundberg, Håkan Grahn
Performance Optimization Using Extended Critical Path Analysis in Multithreaded Programs on Multiprocessors. J. Parallel Distributed Comput. 61 (1) (2001)
Håkan Grahn, Per Stenström
Comparative Evaluation of Latency-Tolerating and -Reducing Techniques for Hardware-Only and Software-Only Directory Protocols. J. Parallel Distributed Comput. 60 (7) (2000)
Magnus Broberg, Lars Lundberg, Håkan Grahn
Visualization and Performance Prediction of Multithreaded Solaris Programs by Tracing Kernel Threads. IPPS/SPDP (1999)
Peter S. Magnusson, Fredrik Larsson, Andreas Moestedt, Bengt Werner, Jim Nilsson, Per Stenström, Fredrik Lundholm, Magnus Karlsson, Fredrik Dahlgren, Håkan Grahn
SimICS/Sun4m: A Virtual Workstation. USENIX Annual Technical Conference (1998)
Magnus Broberg, Lars Lundberg, Håkan Grahn
VPPB - A Visualization and Performance Prediction Tool for Multithreaded Solaris Programs. IPPS/SPDP (1998)
Håkan Grahn, Jan Bosch
Some initial performance characteristics of three architectural styles. WOSP (1998)
Per Stenström, Mats Brorsson, Fredrik Dahlgren, Håkan Grahn, Michel Dubois
Boosting the Performance of Shared Memory Multiprocessors. Computer 30 (7) (1997)
Håkan Grahn, Per Stenström
Relative Performance of Hardware and Software-Only Directory Protocols Under Latency Tolerating and Reducing Techniques. IPPS (1997)
Håkan Grahn, Per Stenström
Evaluation of a Competitive-Update Cache Coherence Protocol with Migratory Data Detection. J. Parallel Distributed Comput. 39 (2) (1996)
Håkan Grahn, Per Stenström, Michel Dubois
Implementation and evaluation of update-based cache protocols under relaxed memory consistency models. Future Gener. Comput. Syst. 11 (3) (1995)
Håkan Grahn, Per Stenström
Efficient Strategies for Software-Only Protocols in Shared-Memory Multiprocessors. ISCA (1995)