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Journal Publications

2019

J. Lemeire, J. Winter and M. Tonkin, “Linking Property Crime Using Offender Crime Scene Behaviour: A Comparison of Methods,” Journal of Investigative Psychology and Offender Profiling, vol. 16, pp. 75-90, 2019.

2018

J. Lemeire, B. da Silva Gomes, A. Braeken, J. G Cornelis and A. Touhafi, “Efficiency analysis methodology of FPGAs based on lost frequencies, area and cycles,” Journal of Parallel and Distributed Computing, vol. 113, pp. 204-217, Mar. 2018.

B. Andries, J. Lemeire and A. Munteanu, “Optimized Wavelet-Based Texture Representation and Streaming for GPU Texture Mapping,” Multimedia Tools and Applications, vol. 77, no. 2, pp. 2873-2899, Jan. 2018.

2017

B. Andries, A. Munteanu and J. Lemeire, “Scalable texture compression using the wavelet transform,” The Visual Computer, vol. 33, no. 9, pp. 1121–1139, Sep. 2017.

J. G Cornelis, J. Lemeire, T. Bruylants and P. Schelkens, “Heterogeneous acceleration of volumetric JPEG 2000 using OpenCL,” International Journal of High Performance Computing Applications, vol. 31, no. 3, pp. 229-245, May. 2017.

T. Liu and J. Lemeire, “Efficient and Effective Learning of HMMs Based on Identification of Hidden States,” Mathematical Problems in Engineering, vol. 2017, pp. 26, Feb. 2017.

2016

J. Lemeire and F. Cartella, “The Forward Procedure for HSMMs based on Expected Duration,” IEEE Signal Processing Letters, vol. 23, no. 8, pp. 1116-1120, Aug. 2016.

J. Lemeire, “Conditional Independencies under the Algorithmic Independence of Conditionals,” Journal of Machine Learning Research, vol. 17, no. 151, pp. 1-20, 2016.

P. Marendic, J. Lemeire, D. Vucinic and P. Schelkens, “A novel MPI reduction algorithm resilient to imbalances in process arrival times,” The Journal of Supercomputing, vol. 72, no. 5, pp. 1973-2013, Apr. 2016.

2015

F. Cartella, J. Lemeire, L. Dimiccoli and H. Sahli, “Hidden semi-Markov Models for Predictive Maintenance,” Mathematical Problems in Engineering, vol. 2015, pp. 23, 2015.

2013

A. Statnikov, N. I. Lytkin, J. Lemeire and C. Aliferis, “Algorithms for Discovery of Multiple Markov Boundaries,” Journal of Machine Learning Research, vol. 14, pp. 499-566, Feb. 2013.

J. Winter, J. Lemeire, S. Meganck, G. Rossi and A. Mokros, “Comparing the predictive accuracy of case linkage methods in serious sexual assaults,” Journal of Investigative Psychology and Offender Profiling, vol. 10, no. 1, pp. 28-56, 2013.

2012

J. Lemeire and D. Janzing, “Replacing Causal Faithfulness with Algorithmic Independence of Conditionals,” Minds and Machines, vol. 23, pp. 227-249, Jun. 2012.

J. Lemeire, S. Meganck, F. Cartella and T. Liu, “Conservative Independence-Based Causal Structure Learning in Absence of Adjacency Faithfulness,” International Journal of Approximate Reasoning, vol. 53, no. 9, pp. 1305-1325, Jun. 2012.

D. Janzing, J. Mooij and J. Lemeire, “Information-geometric approach to inferring causal directions,” Artificial Intelligence, vol. 182, pp. 1-31, Jan. 2012.

2010

W. Colitti, K. Steenhaut, D. Colle, M. Pickavet, J. Lemeire and A. Nowé, “Integrated routing in GMPLS-based IP/WDM networks,” Photonic Network Communications, vol. 21, no. 3, pp. 238-252, Oct. 2010.

2008

J. Lemeire, W. Colitti and E. Dirkx, “Modeling the Performance of Communication Schemes on Network Topologies,” Parallel Processing Letters, vol. 18, no. 2, pp. 205-220, 2008.

2004

J. Parent, K. Verbeeck, J. Lemeire, E. Dirkx, A. Nowé and K. Steenhaut, “Adaptive Load Balancing of Parallel Applications with Multi-Agent Reinforcement Learning on Heterogeneous Systems,” Scientific Programming, vol. 12, pp. 71-79, 2004.

Conference Publications

2020

M. Brandalero, M. Ali, L. Le Jeune, H. Gerardo Muñoz Hernandez, M. Veleski, B. da Silva Gomes, J. Lemeire, K. Van Beeck, A. Touhafi, T. Goedeme, N. Mentens, D. Göhringer and M. Hubner, “AITIA: Embedded AI Techniques for Embedded Industrial Applications,” in 2020 International Conference on Omni-layer Intelligent Systems (COINS), Aug. 2020, pp. 7.

2019

B. da Silva Gomes, J. G Cornelis, A. Braeken, H. D'hollander Erik, J. Lemeire and A. Touhafi, “Heterogeneous Cloud Computing: Design Methodology to Combine Hardware Accelerators,” in 4th international conference on cloud computing technologies and applications, IEEE, May. 2019, pp. 8.

J. G Cornelis and J. Lemeire, “The Pipeline Performance Model: A Generic Executable Performance Model for GPUs,” in PDP 2019, IEEE, Mar. 2019, pp. 6.

2016

J. Lemeire, J. G Cornelis and L. Segers, “Microbenchmarks for GPU characteristics: the occupancy roofline and the pipeline model,” in PDP 2016, IEEE, Feb. 2016, pp. 8.

B. da Silva Gomes, J. Lemeire, A. Braeken and A. Touhafi, “A Lost Cycles Analysis for Performance Prediction using High-Level Synthesis,” in 12th International Symposium, ARC 2016, Springer International Publishing Switzerland: Springer, 2016, pp. 8.

2015

B. Andries, J. Lemeire and A. Munteanu, “Optimized wavelet-based texture representation and streaming for GPU texture mapping,” in IEEE International Conference on Consumer Electronics (ICCE 2015), IEEE, 2015, pp. 2.

J. G Cornelis, J. Lemeire, T. Bruylants and P. Schelkens, “Heterogeneous Acceleration of Volumetric JPEG 2000,” in PDP 2015, IEEE, 2015, pp. 8.

2014

B. Andries, J. Lemeire and A. Munteanu, “Optimized quantization of wavelet subbands for high quality real-time texture compression,” in IEEE International Conference on Image Processing (ICIP 2014), Institute of Electrical and Electronics Engineers ( IEEE ), Oct. 2014, pp. 5.

T. Liu and J. Lemeire, “Effective and Efficient Identification of Persistent-state Hidden (semi-) Markov Models,” in 7th European Starting AI Researcher Symposium, STAIRS 2014, IOS Press, Aug. 2014, pp. 10.

T. Liu, J. Lemeire and L. Yang, “Proper Initialization of Hidden Markov Models for Industrial Applications,” in 2014 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), IEEE Signal Processing Society, Jul. 2014, pp. 5.

2013

J. Lemeire, S. Meganck, A. Zimmer and T. Dhollander, “Detecting marginal and conditional independencies between events and learning their causal structure,” in 12th European Conference, ECSQARU, Springer, Aug. 2013, pp. 12.

B. da Silva Gomes, A. Braeken, E. D'hollander, A. Touhafi, J. G Cornelis and J. Lemeire, “Comparing and combining GPU and FPGA accelerators in an image processing context,” in 23rd International Conference on Field programmable Logic and Applications, IEEE Circuits & Systems Society, Sep. 2013, pp. 4.

B. da Silva Gomes, A. Braeken, H. D'hollander Erik, A. Touhafi, J. G Cornelis and J. Lemeire, “Performance and toolchain of a combined GPU/FPGA desktop,” in The 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA 2013), New York, NY, USA ©2013: ACM, Feb. 2013, pp. 1.

B. Andries, A. Munteanu, J. Lemeire and P. Schelkens, “Real-time texture sampling and reconstruction with wavelet filters,” in Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on, IEEE, Sep. 2013, pp. 5.

2012

A. Mabrouk and J. Lemeire, “Analyse causale de performance des algorithmes à partir de données d’observation,” in Journées Francophones sur les Réseaux Bayésiens (JFRB), May. 2012, pp. 6.

F. Cartella, T. Liu, S. Meganck, J. Lemeire and H. Sahli, “Online adaptive learning of Left-Right Continuous HMM for bearings condition assessment,”, May. 2012, pp. 11.

J. G Cornelis and J. Lemeire, “Benchmarks Based on Anti-Parallel Patterns for the Evaluation of GPUs,” in International Conference on Parallel Computing (Parco 2011), IOS Press, 2012, pp. 8.

P. Marendic, J. Lemeire, T. Haber, D. Vucinic and P. Schelkens, “An Investigation into the Performance of Reduction Algorithms under Load Imbalance,” in the 18th international conference on Parallel Processing, Springer, 2012, pp. 12.

T. Liu, J. Lemeire, F. Cartella and S. Meganck, “An improved segmentation-based HMM learning method for Condition-based Maintenance,”, May. 2012, pp. 12.

2011

J. Lemeire, S. Meganck, F. Cartella, T. Liu and A. Statnikov, “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), ESANN, Apr. 2011, pp. 6.

2010

J. Lemeire and K. Steenhaut, “Inference of Graphical Causal Models: Representing the Meaningful Information of Probability Distributions,” in Causality: Objectives and Assessment (NIPS 2008 Workshop), Feb. 2010, pp. 14.

J. Lemeire and S. Meganck, “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, 2010.

J. Lemeire, S. Meganck and F. Cartella, “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, Oct. 2010.

2009

J. Lemeire and K. Steenhaut, “Constraint-based Causal Structure Learning when Faithfulness Fails,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2009.

J. Lemeire, Y. Zhao, P. Schelkens, S. De Backer, F. Cornelissen and B. Torfs, “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, 2009.

2008

J. Lemeire, “An Alternative Approach for Playing Complex Games like Chess,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, May. 2008.

F. Cornelissen, S. De Backer, J. Lemeire, B. Torfs, R. Nuydens, T. Meert, P. Schelkens and P. Scheunders, “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, 2008.

2007

W. Colitti, K. Steenhaut, A. Nowé and J. Lemeire, “Multilayer Quality and Grade of Service Support for High Speed GMPLS IP/DWDM Networks,” in Network-Based Information Systems, Springer Netherlands, Aug. 2007, pp. 9.

2004

J. Lemeire and E. Dirkx, “A Refinement Strategy for a User-Oriented Performance Analysis,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, 2004.

J. Lemeire, E. Dirkx and B. Smets, “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, 2004.

J. Lemeire, E. Dirkx and W. Brissinck, “Lookahead Accumulation in Conservative Parallel Discrete Event Simulation,” in Finds and Results from the Swedish Cyprus Expedition: A Gender Perspective at the Medelhavsmuseet, Proceedings of the 2004 High Performance Computing & Simulation (HPC&S) Conference, 2004.

J. Lemeire, P. Cara, E. Dirkx and B. Smets, “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, 2004.

2002

J. Lemeire and E. Dirkx, “Automated Experimental Parallel Performance Analysis,” in PACT 2002 Proceedings, 2002.

J. Parent, K. Verbeeck and J. Lemeire, “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, 2002.

K. Verbeeck, J. Lemeire and J. Parent, “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, Proceedings of the Int. Symposium on Distributed Computing
and Applications to Business, Engineering and Science (DCABES 2002),
Wuxi, China, Dec 16-20, 2002, 2002.

2001

J. Lemeire and E. Dirkx, “Performance Factors in Parallel Discrete Event Simulation,” in Proceedings of the 15th European Simulation Multiconference, Prague, Czech Republic, June 6-9, 2001, 2001.

Book Publications

2017

P. Viviani, M. Aldinucci, R. d'Ippolito, J. Lemeire and D. Vucinic, “A Flexible Numerical Framework for Engineering - A Response Surface Modelling Application,” in Advanced Structured Materials, Springer, Jul. 2017.

2013

B. da Silva Gomes, A. Braeken, E. D'hollander, A. Touhafi, J. G Cornelis and J. Lemeire, “Performance and Programming Environment of a Combined GPU/FPGA Desktop,” in Transition of HPC Towards Exascale Computing: IOS Press, 2013, pp. 17.

2011

J. Lemeire, K. Steenhaut and A. Touhafi, “When are Graphical Causal Models not Good Models?,” in Causality in the Sciences, Oxford University Press, Mar. 2011, pp. 21.

2008

A. Touhafi, K. Steenhaut and J. Lemeire, “De watertoren: een integratief project voor toekomstige ingenieurs,” in Onderwijsvernieuwing: een continu proces, VUBPRESS, 2008, pp. 10.

S. De Backer, F. Cornelissen, J. Lemeire, R. Nuydens, T. Meert, P. Schelkens and P. Scheunders, “Mosaicing of Fibered Fluorescence Microscopy Video,” in Advanced Concepts for Intelligent Vision Systems, Springer, Oct. 2008, pp. 9.

2007

J. Lemeire, E. Dirkx and F. Verbist, “Causal Analysis for Performance Modeling of Computer Programs,”, IOS Press, Dec. 2007.

Other Publications

2018

D. Lashi, Q. Quevy and J. Lemeire, “Optimizing Microphone Arrays for Delay-and-Sum Beamforming using Genetic Algorithms,”, Sep. 2018.

2010

B. Andries, Y. Guan, L. Denis, J. Lemeire, A. Munteanu and P. Schelkens, “Parallelizing the wavelet transform of 3D semi-regular meshes,” in ACACES 2010 Poster Abstracts, Jul. 2010.

2009

J. Lemeire, “Causal structure learning and inductive inference based on Kolmogorov complexity,” Dagstuhl Seminar Proceedings, Oct. 2009.

2008

F. Cornelissen, S. De Backer, J. Lemeire, R. Nuydens, T. Meert and P. Schelkens, “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, 2008.

2004

J. Lemeire and E. Dirkx, “Causal Models for Parallel Performance Analysis,” in Fourth PA3CT-Symposium, Edegem, Belgium, September 2004, 2004.

2003

J. Lemeire, “Complexity-Preserving Functions,” in DIMACS Workshop on Complexity and Inference, 2003.