Wojtek Kowalczyk

Orcid: 0000-0002-6973-1341

According to our database1, Wojtek Kowalczyk authored at least 43 papers between 1996 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going.
Biomed. Signal Process. Control., 2024

2023
From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

2020
On the Performance of Oversampling Techniques for Class Imbalance Problems.
Dataset, May, 2020

Hyperparameter Optimisation for Improving Classification under Class Imbalance.
Dataset, February, 2020

Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands.
ISPRS Int. J. Geo Inf., 2020

Cluster-based Kriging approximation algorithms for complexity reduction.
Appl. Intell., 2020

Improving Imbalanced Classification by Anomaly Detection.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

On the Performance of Oversampling Techniques for Class Imbalance Problems.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Being Creative: A Cross-Domain Mapping Network.
Proceedings of the Eleventh International Conference on Computational Creativity, 2020

2019
Hyperparameter Optimisation for Improving Classification under Class Imbalance.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Extending an Anomaly Detection Benchmark with Auto-encoders, Isolation Forests, and RBMs.
Proceedings of the Information and Software Technologies - 25th International Conference, 2019

Are Similar Cases Treated Similarly? A Comparison Between Process Workers.
Proceedings of the Business Information Systems - 22nd International Conference, 2019

2018
A Novel Uncertainty Quantification Method for Efficient Global Optimization.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

Singular Outliers: Finding Common Observations with an Uncommon Feature.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

2017
Beyond the hype: deep neural networks outperform established methods using a ChEMBL bioactivity benchmark set.
J. Cheminformatics, 2017

Extending Logistic Regression Models with Factorization Machines.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

2016
Analysis and Visualization of Missing Value Patterns.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

An Incremental Algorithm for Repairing Training Sets with Missing Values.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Fuzzy clustering for Optimally Weighted Cluster Kriging.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Optimally Weighted Cluster Kriging for Big Data Regression.
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015

2013
Detecting changing emotions in human speech by machine and humans.
Appl. Intell., 2013

Discovering Local Subgroups, with an Application to Fraud Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Language-universal speech audiometry with automated scoring.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Balancing word lists in speech audiometry through large spoken language corpora.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Quantifying cross-linguistic variation in grapheme-to-phoneme mapping.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012
Detecting Changing Emotions in Natural Speech.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

Hunting for Fraudsters in Random Forests.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Process evaluation of a web-based intervention aimed at empowerment of disability benefit claimants.
BMC Medical Informatics Decis. Mak., 2011

Diversity Measurement of Recommender Systems under Different User Choice Models.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Finding Fraud in Health Insurance Data with Two-Layer Outlier Detection Approach.
Proceedings of the Data Warehousing and Knowledge Discovery, 2011

The Impact of Recommender Systems on Item-, User-, and Rating-Diversity.
Proceedings of the Agents and Data Mining Interaction, 2011

2010
An Interactive Approach to Outlier Detection.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

2006
Maintaining Gaussian Mixture Models of Data Streams Under Block Evolution.
Proceedings of the Computational Science, 2006

Reinforcement Learning for Online Control of Evolutionary Algorithms.
Proceedings of the Engineering Self-Organising Systems, 4th International Workshop, 2006

2005
Modeling Navigation Patterns of Visitors of Unstructured Websites.
Proceedings of the Research and Development in Intelligent Systems XXII, 2005

Gossip-Based Greedy Gaussian Mixture Learning.
Proceedings of the Advances in Informatics, 2005

2004
An Approach to Massively Distributed Aggregate Computing on Peer-to-Peer Networks.
Proceedings of the 12th Euromicro Workshop on Parallel, 2004

Newscast EM.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003
An Approximate Algorithm for Reverse Engineering of Multi-layer Perceptrons.
Proceedings of the Research and Development in Intelligent Systems XX, 2003

1998
Approximate algorithms for generalized maximum utility problems.
J. Exp. Theor. Artif. Intell., 1998

Rough-Set Inspired Approach to Knowledge Discovery in Business Databases.
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

1996
An algorithm for training multilayer networks on non-numerical data.
Proceedings of the 4th European Symposium on Artificial Neural Networks, 1996

Appriximate Algorithms for Maximum Utility Problems.
Proceedings of the Second International Conference on Principles and Practice of Constraint Programming, 1996


  Loading...