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Click here for this list in IEEE format.
Journal Publications 2019 “Linking Property Crime Using Offender Crime Scene Behaviour: A Comparison of Methods”, in Journal of Investigative Psychology and Offender Profiling 2018 “Optimized Wavelet-Based Texture Representation and Streaming for GPU Texture Mapping”, in Multimedia Tools and Applications “Efficiency analysis methodology of FPGAs based on lost frequencies, area and cycles”, in Journal of Parallel and Distributed Computing 2017 “Heterogeneous acceleration of volumetric JPEG 2000 using OpenCL”, in International Journal of High Performance Computing Applications “Scalable texture compression using the wavelet transform”, in The Visual Computer “Efficient and Effective Learning of HMMs Based on Identification of Hidden States”, in Mathematical Problems in Engineering 2016 “A novel MPI reduction algorithm resilient to imbalances in process arrival times”, in The Journal of Supercomputing “The Forward Procedure for HSMMs based on Expected Duration”, in IEEE Signal Processing Letters “Conditional Independencies under the Algorithmic Independence of Conditionals”, in Journal of Machine Learning Research 2015 “Hidden semi-Markov Models for Predictive Maintenance”, in Mathematical Problems in Engineering 2013 “Comparing the predictive accuracy of case linkage methods in serious sexual assaults”, in Journal of Investigative Psychology and Offender Profiling “Algorithms for Discovery of Multiple Markov Boundaries”, in Journal of Machine Learning Research 2012 “Conservative Independence-Based Causal Structure Learning in Absence of Adjacency Faithfulness”, in International Journal of Approximate Reasoning “Replacing Causal Faithfulness with Algorithmic Independence
of Conditionals”, in Minds and Machines “Information-geometric approach to inferring causal directions”, in Artificial Intelligence 2010 “Integrated routing in GMPLS-based IP/WDM networks”, in Photonic Network Communications 2008 “Modeling the Performance of Communication Schemes on Network Topologies”, in Parallel Processing Letters 2004 “Adaptive Load Balancing of Parallel Applications with Multi-Agent Reinforcement Learning on Heterogeneous Systems”, in Scientific Programming Conference Publications 2020 “AITIA: Embedded AI Techniques for Embedded Industrial Applications”, in 2020 International Conference on Omni-layer Intelligent Systems (COINS) 2019 “The Pipeline Performance Model: A Generic Executable Performance Model for GPUs”, in PDP 2019 “Heterogeneous Cloud Computing: Design Methodology to Combine Hardware Accelerators”, in 4th international conference on cloud computing technologies and applications 2016 “Microbenchmarks for GPU characteristics: the occupancy roofline and the pipeline model”, in PDP 2016 “A Lost Cycles Analysis for Performance Prediction using High-Level Synthesis”, in 12th International Symposium, ARC 2016 2015 “Heterogeneous Acceleration of Volumetric JPEG 2000”, in PDP 2015 “Optimized wavelet-based texture representation and streaming for GPU texture mapping”, in IEEE International Conference on Consumer Electronics (ICCE 2015) 2014 “Optimized quantization of wavelet subbands for high quality real-time texture compression”, in IEEE International Conference on Image Processing (ICIP 2014) “Proper Initialization of Hidden Markov Models for Industrial Applications”, in 2014 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP) “Effective and Efficient Identification of Persistent-state Hidden (semi-) Markov Models”, in 7th European Starting AI Researcher Symposium, STAIRS 2014 2013 “Real-time texture sampling and reconstruction with wavelet filters”, in Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on “Detecting marginal and conditional independencies between
events and learning their causal structure”, in 12th European Conference, ECSQARU “Comparing and combining GPU and FPGA accelerators in an image processing context”, in 23rd International Conference on Field programmable Logic and Applications “Performance and toolchain of a combined GPU/FPGA desktop”, in The 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA 2013) 2012 “Online adaptive learning of Left-Right Continuous HMM for bearings condition assessment” “An Investigation into the Performance of Reduction Algorithms under Load Imbalance”, in the 18th international conference on Parallel Processing “An improved segmentation-based HMM learning method for Condition-based Maintenance” “Analyse causale de performance des algorithmes à partir de données d’observation”, in Journées Francophones sur les Réseaux Bayésiens (JFRB) “Benchmarks Based on Anti-Parallel Patterns for the Evaluation of GPUs”, in International Conference on Parallel Computing (Parco 2011) 2011 “Inferring the Causal Decomposition under the Presence of Deterministic Relations”, in Special session Learning of causal relations at the 18th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning Bruges (Belgium) 2010 “Inference of Graphical Causal Models: Representing the Meaningful Information of Probability Distributions”, in Causality: Objectives and Assessment (NIPS 2008 Workshop) “Robust Independence-Based Causal Structure Learning in Absence of Adjacency Faithfulness”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Independence-based Causal Structure Learning in Absence of Faithfulness”, in Proceedings of 5èmes Journées Francophones sur les Réseaux Bayésiens (JFRB), Nantes, 10-11 Mai 2010 2009 “Towards Fully User Transparent Task and Data Parallel Image Processing”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Constraint-based Causal Structure Learning when Faithfulness Fails”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2008 “Fibered fluorescence microscopy (FFM) of intra epidermal nerve fiberstranslational marker for peripheral neuropathies in preclinical research: processing and analysis of the data”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “An Alternative Approach for Playing Complex Games like Chess”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2007 “Multilayer Quality and Grade of Service Support for High Speed GMPLS IP/DWDM Networks”, in Network-Based Information Systems 2004 “A Refinement Strategy for a User-Oriented Performance Analysis”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Exploiting Symmetrical Properties for Partitioning of Models in Parallel Discrete Event Simulation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Exploiting Symmetrical Properties for Partitioning of Models in Parallel Discrete Event Simulation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet “Lookahead Accumulation in Conservative Parallel Discrete Event Simulation”, in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet 2002 “Adaptive Load Balancing of Parallel Applications with Reinforcement Learning on Heterogenous Networks”, in Proceedings of the Int. Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES 2002), Wuxi, China, Dec 16-20, 2002 “Adaptive Load Balancing of Parallel Applications with Reinforcement Learningon Heterogenous Networks”, in Proceedings of the Int. Symposium on Distributed Computing
and Applications to Business, Engineering and Science (DCABES 2002),
Wuxi, China, Dec 16-20, 2002 “Automated Experimental Parallel Performance Analysis”, in PACT 2002 Proceedings 2001 “Performance Factors in Parallel Discrete Event Simulation”, in Proceedings of the 15th European Simulation Multiconference, Prague, Czech Republic, June 6-9, 2001 “Performance Factors in Parallel Discrete Event Simulation”, in Proceedings of the 15th European Simulation Multiconference, Prague, Czech Republic, June 6-9, 2001 Book Publications 2017 “A Flexible Numerical Framework for Engineering - A Response Surface Modelling Application”, in Advanced Structured Materials 2013 “Performance and Programming Environment of a Combined GPU/FPGA Desktop”, in Transition of HPC Towards Exascale Computing 2011 “When are Graphical Causal Models not Good Models?”, in Causality in the Sciences 2008 “Mosaicing of Fibered Fluorescence Microscopy Video”, in Advanced Concepts for Intelligent Vision Systems “De watertoren: een integratief project voor toekomstige ingenieurs”, in Onderwijsvernieuwing: een continu proces 2007 “Causal Analysis for Performance Modeling of Computer Programs” Other Publications 2018 “Optimizing Microphone Arrays for Delay-and-Sum Beamforming using Genetic Algorithms” 2010 “Parallelizing the wavelet transform of 3D semi-regular meshes”, in ACACES 2010 Poster Abstracts 2009 “Causal structure learning and inductive inference based on Kolmogorov complexity”, in Dagstuhl Seminar Proceedings 2008 “Fibered fluorescence microscopy of intra epidermal nerve fibers as translational marker for peripheral neuropathies in preclinical research – Processing and analysis of the data”, in Knowledge for Growth 2008 2004 “Causal Models for Parallel Performance Analysis”, in Fourth PA3CT-Symposium, Edegem, Belgium, September 2004 2003 “Complexity-Preserving Functions”, in DIMACS Workshop on Complexity and Inference
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