Håkan Grahn

Orcid: 0000-0001-9947-1088

According to our database1, Håkan Grahn authored at least 91 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A Comparative Study on Simulation Frameworks for AI Accelerator Evaluation.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Predicting B2B Customer Churn using a Time Series Approach.
Proceedings of the Fifth International Conference on Intelligent Data Science Technologies and Applications, 2024

Dynamic Forward Error Correction Coding to Avoid Detection in Airborne Tactical Networks.
Proceedings of the International Conference on Military Communication and Information Systems, 2024

2023
Avoiding Detection by Hostile Nodes in Airborne Tactical Networks.
Future Internet, June, 2023

HINTS: Human-Centered Intelligent Realities.
Proceedings of the 35th Annual Workshop of the Swedish Artificial Intelligence Society, 2023

Preliminary Results on the use of Artificial Intelligence for Managing Customer Life Cycles.
Proceedings of the 35th Annual Workshop of the Swedish Artificial Intelligence Society, 2023

MultiStream EvolveCluster.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022
EvolveCluster: an evolutionary clustering algorithm for streaming data.
Evol. Syst., 2022

Research Trends, Enabling Technologies and Application Areas for Big Data.
Algorithms, 2022

Recent Developments in Low-Power AI Accelerators: A Survey.
Algorithms, 2022

2021
Energy-aware very fast decision tree.
Int. J. Data Sci. Anal., 2021

Editorial to the Special Issue on Big Data in Industrial and Commercial Applications.
Big Data Res., 2021

Blind Correction of Lateral Chromatic Aberration in Raw Bayer Data.
IEEE Access, 2021

2020
ARDIS: a Swedish historical handwritten digit dataset.
Neural Comput. Appl., 2020

Multi-view Clustering Analyses for District Heating Substations.
Proceedings of the 9th International Conference on Data Science, 2020

Representative Image Selection for Data Efficient Word Spotting.
Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019
Finding a Healthy Equilibrium of Geo-demographic Segments for a Telecom Business: Who Are Malicious Hot-Spotters?
Proceedings of the Machine Learning Paradigms - Advances in Data Analytics, 2019

Estimation of energy consumption in machine learning.
J. Parallel Distributed Comput., 2019

Learning Character Recognition with Graph-Based Privileged Information.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Profiling of Household Residents' Electricity Consumption Behavior Using Clustering Analysis.
Proceedings of the Computational Science - ICCS 2019, 2019

Higher Order Mining for Monitoring District Heating Substations.
Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

A Case for Guided Machine Learning.
Proceedings of the Machine Learning and Knowledge Extraction, 2019

2018
Efficient document image binarization using heterogeneous computing and parameter tuning.
Int. J. Document Anal. Recognit., 2018

Comparing Two Generations of Embedded GPUs Running a Feature Detection Algorithm.
CoRR, 2018

How to Measure Energy Consumption in Machine Learning Algorithms.
Proceedings of the ECML PKDD 2018 Workshops, 2018

A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

User Feedback and Uncertainty in User Guided Binarization.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Hoeffding Trees with Nmin Adaptation.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Document Image Binarization Using Recurrent Neural Networks.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017
Combining thread-level speculation and just-in-time compilation in Google's V8 JavaScript engine.
Concurr. Comput. Pract. Exp., 2017

Energy Efficiency in Machine Learning: A position paper.
Proceedings of the 30th Annual Workshop of the Swedish Artificial Intelligence Society, 2017

Object recognition using shape growth pattern.
Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017

Recommendations for marketing campaigns in telecommunication business based on the footprint analysis: Who is a good client?
Proceedings of the 8th International Conference on Information, 2017

Detection of Residents' Abnormal Behaviour by Analysing Energy Consumption of Individual Households.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Identification of Energy Hotspots: A Case Study of the Very Fast Decision Tree.
Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

2016
Handwriting image enhancement using local learning windowing, Gaussian Mixture Model and k-means clustering.
Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

Color Demosaicing Using Structural Instability.
Proceedings of the IEEE International Symposium on Multimedia, 2016

Feature Detection and Description using a Harris-Hessian/FREAK Combination on an Embedded GPU.
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

2015
Accelerating Graphics in the Simics Full-System Simulator.
Proceedings of the 23rd IEEE International Symposium on Modeling, 2015

Cache Support in a High Performance Fault-Tolerant Distributed Storage System for Cloud and Big Data.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Energy Efficiency in Data Stream Mining.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
The Effects of Parameter Tuning in Software Thread-Level Speculation in JavaScript Engines.
ACM Trans. Archit. Code Optim., 2014

Heuristics for Thread-Level Speculation in Web Applications.
IEEE Comput. Archit. Lett., 2014

Reducing Memory in Software-Based Thread-Level Speculation for JavaScript Virtual Machine Execution of Web Applications.
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

An argument for thread-level speculation and just-in-time compilation in the Google's V8 JavaScript engine.
Proceedings of the Computing Frontiers Conference, CF'14, 2014

Improving image quality by SSIM based increase of run-length zeros in GPGPU JPEG encoding.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Using Speculation to Enhance JavaScript Performance in Web Applications.
IEEE Internet Comput., 2013

Compressing video based on region of interest.
Proceedings of Eurocon 2013, 2013

2012
The Success Factors Powering Industry-Academia Collaboration.
IEEE Softw., 2012

Eliminating the effect of freezing frames on user perceptive by using a time interleaving technique.
Multim. Syst., 2012

Adapting the Streaming Video Based on the Estimated Position of the Region of Interest.
Proceedings of the Eighth International Conference on Signal Image Technology and Internet Based Systems, 2012

A Parallel Heuristic for Fast Train Dispatching during Railway Traffic Disturbances: Early Results.
Proceedings of the ICORES 2012, 2012

2011
Thread-level speculation as an optimization technique in Web Applications - Initial results.
Proceedings of the Industrial Embedded Systems (SIES), 2011

Towards an efficient approach for resource sharing in real-time multiprocessor systems.
Proceedings of the Industrial Embedded Systems (SIES), 2011

A Comparative Evaluation of JavaScript Execution Behavior.
Proceedings of the Web Engineering - 11th International Conference, 2011

A methodology for evaluating JavaScript execution behavior in interactive web applications.
Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

CudaRF: A CUDA-based implementation of Random Forests.
Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

2010
Acknowledgment to special issue reviewers.
J. Parallel Distributed Comput., 2010

Transactional memory.
J. Parallel Distributed Comput., 2010

ParMiBench - An Open-Source Benchmark for Embedded Multiprocessor Systems.
IEEE Comput. Archit. Lett., 2010

Streaming video as space - divided sub-frames over wireless networks.
Proceedings of the 3rd Joint IFIP Wireless and Mobile Networking Conference, 2010

2009
Special Issue of the Journal of Parallel and Distributed Computing: Transactional Memory.
J. Parallel Distributed Comput., 2009

The Design and Implementation of Multiprocessor Support for an Industrial Operating System Kernel.
Int. J. Comput. Their Appl., 2009

Eliminating the freezing frames for the mobile user over unreliable wireless networks.
Proceedings of the 6th International Conference on Mobile Technology, 2009

2008
Tracking Data Structures Coherency in Animated Ray Tracing: Kalman and Wiener Filters Approach.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2007
Statistical models vs. expert estimation for fault prediction in modified code - an industrial case study.
J. Syst. Softw., 2007

Improving Fault Detection in Modified Code - A Study from the Telecommunication Industry.
J. Comput. Sci. Technol., 2007

Cibyl: an environment for language diversity on mobile devices.
Proceedings of the 3rd International Conference on Virtual Execution Environments, 2007

Fast <i>kd</i> -Tree Construction for 3D-Rendering Algorithms Like Ray Tracing.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007

2006
The application kernel approach - a novel approach for adding SMP support to uniprocessor operating systems.
Softw. Pract. Exp., 2006

A Method for an Accurate Early Prediction of Faults in Modified Classes.
Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM 2006), 2006

The Accuracy of Fault Prediction in Modified Code - Statistical Model vs. Expert Estimation.
Proceedings of the 13th Annual IEEE International Conference and Workshop on Engineering of Computer Based Systems (ECBS 2006), 2006

2005
Experiences from Implementing Multiprocessor Support for an Industrial Operating System Kernel.
Proceedings of the 11th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications (RTCSA 2005), 2005

Evaluating Software Quality Attributes of Communication Components in an Automated Guided Vehicle System.
Proceedings of the 10th International Conference on Engineering of Complex Computer Systems (ICECCS 2005), 2005

Increasing the Efficiency of Fault Detection in Modified Code.
Proceedings of the 12th Asia-Pacific Software Engineering Conference (APSEC 2005), 2005

Automatic low overhead program instrumentation with the LOPI framework.
Proceedings of the 9th Annual Workshop on Interaction between Compilers and Computer Architectures, 2005

2004
A comparative evaluation of hardware-only and software-only directory protocols in shared-memory multiprocessors.
J. Syst. Archit., 2004

A Novel Method for Adding Multiprocessor Support to a Large and Complex Uniprocessor Kernel.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

2001
Performance Optimization Using Extended Critical Path Analysis in Multithreaded Programs on Multiprocessors.
J. Parallel Distributed Comput., 2001

A Tool for Binding Threads to Processors.
Proceedings of the Euro-Par 2001: Parallel Processing, 2001

An Allocation Strategy Using Shadow-processors and Simulation Technique.
Proceedings of the ISCA 14th International Conference on Parallel and Distributed Computing Systems, 2001

2000
Comparative Evaluation of Latency-Tolerating and -Reducing Techniques for Hardware-Only and Software-Only Directory Protocols.
J. Parallel Distributed Comput., 2000

1999
Visualization and Performance Prediction of Multithreaded Solaris Programs by Tracing Kernel Threads.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

1998
Some initial performance characteristics of three architectural styles.
Proceedings of the First International Workshop on Software and Performance, 1998

SimICS/Sun4m: A Virtual Workstation.
Proceedings of the 1998 USENIX Annual Technical Conference, 1998

VPPB - A Visualization and Performance Prediction Tool for Multithreaded Solaris Programs.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

1997
Boosting the Performance of Shared Memory Multiprocessors.
Computer, 1997

Relative Performance of Hardware and Software-Only Directory Protocols Under Latency Tolerating and Reducing Techniques.
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997

1996
Evaluation of a Competitive-Update Cache Coherence Protocol with Migratory Data Detection.
J. Parallel Distributed Comput., 1996

1995
Implementation and evaluation of update-based cache protocols under relaxed memory consistency models.
Future Gener. Comput. Syst., 1995

Efficient Strategies for Software-Only Protocols in Shared-Memory Multiprocessors.
Proceedings of the 22nd Annual International Symposium on Computer Architecture, 1995


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