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Niklas Lavesson
Niklas Lavesson
Professor of Software Engineering - Applied AI/ML at Blekinge Institute of Technology
Verifierad e-postadress på bth.se - Startsida
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Quantifying the impact of learning algorithm parameter tuning
N Lavesson, P Davidsson
AAAI 6, 395-400, 2006
752006
User-oriented assessment of classification model understandability
H Allahyari, N Lavesson
11th Scandinavian Conference on Artificial intelligence, 11-19, 2011
702011
Open data for anomaly detection in maritime surveillance
S Kazemi, S Abghari, N Lavesson, H Johnson, P Ryman
Expert Systems with Applications 40 (14), 5719-5729, 2013
642013
CudaRF: a CUDA-based implementation of random forests
H Grahn, N Lavesson, MH Lapajne, D Slat
2011 9th IEEE/ACS International Conference on Computer Systems and …, 2011
582011
Operational Demand Forecasting in District Heating Systems using Ensembles of Online Machine Learning Algorithms
C Johansson, M Bergkvist, D Geysen, N Lavesson, D Vanhoudt
International Symposium on District Heating and Cooling, 2016
492016
Learning to detect spyware using end user license agreements
N Lavesson, M Boldt, P Davidsson, A Jacobsson
Knowledge and Information Systems 26 (2), 285-307, 2011
492011
Detecting serial residential burglaries using clustering
A Borg, M Boldt, N Lavesson, U Melander, V Boeva
Expert Systems with Applications 41 (11), 5252-5266, 2014
482014
Detection of spyware by mining executable files
RK Shahzad, SI Haider, N Lavesson
2010 International Conference on Availability, Reliability and Security, 295-302, 2010
422010
Model based decision support for value and sustainability in product development
O Isaksson, M Bertoni, S Hallstedt, N Lavesson
20th International Conference on Engineering Design (ICED), Milan, 2015
382015
Document image binarization using recurrent neural networks
F Westphal, N Lavesson, H Grahn
2018 13th IAPR International Workshop on Document Analysis Systems (DAS …, 2018
372018
Comparative analysis of voting schemes for ensemble-based malware detection
RK Shahzad, N Lavesson
Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable …, 2013
372013
Accurate adware detection using opcode sequence extraction
RK Shahzad, N Lavesson, H Johnson
2011 Sixth International Conference on Availability, Reliability and …, 2011
332011
Detecting Scareware by Mining Variable Length Instruction Sequences
RK Shahzad, N Lavesson
Tenth Annual Information Security South Africa Conference, 2011
292011
Evaluating learning algorithms and classifiers
N Lavesson, P Davidsson
International Journal of Intelligent Information and Database Systems 1 (1 …, 2007
282007
Veto-based malware detection
RK Shahzad, N Lavesson
2012 Seventh International Conference on Availability, Reliability and …, 2012
242012
Evaluation and analysis of supervised learning algorithms and classifiers
N Lavesson
Blekinge Institute of Technology, 2006
232006
On the concept of trust in online social networks
H Johnson, N Lavesson, H Zhao, SF Wu
Trustworthy internet, 143-157, 2011
222011
Learning machine learning: a case study
N Lavesson
IEEE Transactions on Education 53 (4), 672-676, 2010
222010
Generic methods for multi-criteria evaluation
N Lavesson, P Davidsson
Proceedings of the 2008 SIAM International Conference on Data Mining, 541-546, 2008
212008
Hashtags and followers: An experimental study of the online social network Twitter
E García Martín, N Lavesson, M Doroud
Social Network Analysis and Mining 6 (12), 2016
202016
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Artiklar 1–20