Niklas Lavesson

Felix Viktor Jedrzejewski

CoRR, 2024

Adversarial Machine Learning in Industry: A Systematic Literature Review.

[BibT_eX]

[DOI]

Comput. Secur., 2024

ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems.

[BibT_eX]

[DOI]

Proceedings of the Software Quality as a Foundation for Security, 2024

2023

ML-Enabled Systems Model Deployment and Monitoring: Status Quo and Problems.

[BibT_eX]

[DOI]

Dataset, November, 2023

Explaining rifle shooting factors through multi-sensor body tracking.

[BibT_eX]

[DOI]

Intell. Data Anal., 2023

Status Quo and Problems of Requirements Engineering for Machine Learning: Results from an International Survey.

[BibT_eX]

[DOI]

Proceedings of the Product-Focused Software Process Improvement, 2023

2022

Detecting ditches using supervised learning on high-resolution digital elevation models.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Green Accelerated Hoeffding Tree.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Multi-View Data Analysis Techniques for Monitoring Smart Building Systems.

[BibT_eX]

[DOI]

Vishnu Manasa Devagiri

Sensors, 2021

Energy-aware very fast decision tree.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2021

Energy modeling of Hoeffding tree ensembles.

[BibT_eX]

[DOI]

Eva García-Martín

Albert Bifet

Intell. Data Anal., 2021

DIGITNET: A Deep Handwritten Digit Detection and Recognition Method Using a New Historical Handwritten Digit Dataset.

[BibT_eX]

[DOI]

Huseyin Kusetogullari

Amir Yavariabdi

Johan Hall

Big Data Res., 2021

Hit Detection in Sports Pistol Shooting.

[BibT_eX]

[DOI]

Elinore Stenhager

Proceedings of the Swedish Artificial Intelligence Society Workshop, 2021

AI Transformation in the Public Sector: Ongoing Research.

[BibT_eX]

[DOI]

Einav Peretz-Andersson

Albert Bifet

Patrick Mikalef

Proceedings of the Swedish Artificial Intelligence Society Workshop, 2021

2020

Representative Image Selection for Data Efficient Word Spotting.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis Systems - 14th IAPR International Workshop, 2020

2019

Learning Character Recognition with Graph-Based Privileged Information.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Higher Order Mining for Monitoring District Heating Substations.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

A Case for Guided Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Extraction, 2019

2018

Efficient document image binarization using heterogeneous computing and parameter tuning.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2018

How to Measure Energy Consumption in Machine Learning Algorithms.

[BibT_eX]

[DOI]

Proceedings of the ECML PKDD 2018 Workshops, 2018

A Minimum Spanning Tree Clustering Approach for Outlier Detection in Event Sequences.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

User Feedback and Uncertainty in User Guided Binarization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Evolutionary Clustering Techniques for Expertise Mining Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Hoeffding Trees with Nmin Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Document Image Binarization Using Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017

Is it ethical to avoid error analysis?

[BibT_eX]

[DOI]

CoRR, 2017

Energy Efficiency in Machine Learning: A position paper.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Workshop of the Swedish Artificial Intelligence Society, 2017

Identification of Energy Hotspots: A Case Study of the Very Fast Decision Tree.

[BibT_eX]

[DOI]

Proceedings of the Green, Pervasive, and Cloud Computing - 12th International Conference, 2017

2016

Hashtags and followers - An experimental study of the online social network Twitter.

[BibT_eX]

[DOI]

Mina Doroud

Soc. Netw. Anal. Min., 2016

A mixture-of-experts approach for gene regulatory network inference.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2016

Large-scale information retrieval in software engineering - an experience report from industrial application.

[BibT_eX]

[DOI]

Michael Unterkalmsteiner

Robert Feldt

Empir. Softw. Eng., 2016

Handwriting image enhancement using local learning windowing, Gaussian Mixture Model and k-means clustering.

[BibT_eX]

[DOI]

Huseyin Kusetogullari

Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

2015

Improved concept drift handling in surgery prediction and other applications.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Consensus Decision Making in Random Forests.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Big Data, 2015

Tree-Based Response Surface Analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Big Data, 2015

Energy Efficiency in Data Stream Mining.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Detecting serial residential burglaries using clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

A method for evaluation of learning components.

[BibT_eX]

[DOI]

Autom. Softw. Eng., 2014

2013

Comparative Analysis of Voting Schemes for Ensemble-based Malware Detection.

[BibT_eX]

[DOI]

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2013

Preface.

[BibT_eX]

[DOI]

Peter Linde

Panayiota Polydoratou

Inf. Serv. Use, 2013

Open data for anomaly detection in maritime surveillance.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2013

Comparison of Clustering Approaches for Gene Expression Data.

[BibT_eX]

[DOI]

Anton Borg

Veselka Boeva

Proceedings of the Twelfth Scandinavian Conference on Artificial Intelligence, 2013

2012

Similarity assessment for removal of noisy end user license agreements.

[BibT_eX]

[DOI]

Stefan Axelsson

Knowl. Inf. Syst., 2012

E-Mail Prioritization using Online Social Network Profile Distance.

[BibT_eX]

[DOI]

Shaliz Rezaee

Henric Johnson

Int. J. Comput. Sci. Appl., 2012

Veto-based Malware Detection.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Availability, 2012

E-mail Classification Using Social Network Information.

[BibT_eX]

[DOI]

Anton Borg

Proceedings of the Seventh International Conference on Availability, 2012

2011

Learning to detect spyware using end user license agreements.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Preface.

[BibT_eX]

[DOI]

Inf. Serv. Use, 2011

Measuring profile distance in online social networks.

[BibT_eX]

[DOI]

Henric Johnson

Proceedings of the International Conference on Web Intelligence, Mining and Semantics, 2011

Extended Abstract: Detecting Scareware by Mining Variable Length Instruction Sequences.

[BibT_eX]

[DOI]

Proceedings of the Eleventh Scandinavian Conference on Artificial Intelligence, 2011

User-oriented Assessment of Classification Model Understandability.

[BibT_eX]

[DOI]

Hiva Allahyari

Proceedings of the Eleventh Scandinavian Conference on Artificial Intelligence, 2011

Clustering of Multiple Microarray Experiments Using Information Integration.

[BibT_eX]

[DOI]

Elena Kostadinova

Veselka Boeva

Proceedings of the Information Technology in Bio- and Medical Informatics, 2011

Detecting Scareware by Mining Variable Length Instruction Sequences.

[BibT_eX]

[DOI]

Proceedings of the Information Security South Africa Conference 2011, 2011

Informed Software Installation Through License Agreement Categorization.

[BibT_eX]

[DOI]

Anton Borg

Martin Boldt

Proceedings of the Information Security South Africa Conference 2011, 2011

Trustworthy opportunistic sensing: A Social Computing Paradigm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

Your best might not be good enough: Ranking in collaborative social search engines.

[BibT_eX]

[DOI]

Prantik Bhattacharyya

Proceedings of the 7th International Conference on Collaborative Computing: Networking, 2011

CudaRF: A CUDA-based implementation of Random Forests.

[BibT_eX]

[DOI]

Mikael Hellborg Lapajne

Daniel Slat

Proceedings of the 9th IEEE/ACS International Conference on Computer Systems and Applications, 2011

Accurate Adware Detection Using Opcode Sequence Extraction.

[BibT_eX]

[DOI]

Henric Johnson

Proceedings of the Sixth International Conference on Availability, 2011

2010

Learning Machine Learning: A Case Study.

[BibT_eX]

[DOI]

IEEE Trans. Educ., 2010

APPrOVE: Application-oriented validation and evaluation of supervised learners.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

A hybrid computational method for the identification of cell cycle-regulated genes.

[BibT_eX]

[DOI]

Veselka Boeva

Petia Ivanova

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

Predicting the Risk of Future Hospitalization.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2010

Detection of Spyware by Mining Executable Files.

[BibT_eX]

[DOI]

Syed Imran Haider

Proceedings of the ARES 2010, 2010

2009

AMORI: A Metric-Based One Rule Inducer.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

Identification of Surgery Indicators by Mining Hospital Data: A Preliminary Study.

[BibT_eX]

[DOI]

Marie Persson

Proceedings of the Database and Expert Systems Applications, 2009

Analysis of Speed Sign Classification Algorithms Using Shape Based Segmentation of Binary Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008

Spyware Prevention by Classifying End User License Agreements.

[BibT_eX]

[DOI]

Proceedings of the New Challenges in Applied Intelligence Technologies, 2008

On the Metric-based Approach to Supervised Concept Learning.

[BibT_eX]

[DOI]

PhD thesis, 2008

Generic Methods for Multi-criteria Evaluation.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

2007

Evaluating learning algorithms and classifiers.

[BibT_eX]

[DOI]

Int. J. Intell. Inf. Database Syst., 2007

2006

Quantifying the Impact of Learning Algorithm Parameter Tuning.

[BibT_eX]

[DOI]