Marcin Budka

Huseyin Dogan

Gökhan Aksu

Proceedings of the IEEE International Conference on e-Business Engineering, 2023

Perspectives from Experts on Developing Transaction Monitoring Methods for Anti-Money Laundering.

[BibT_eX]

[DOI]

Berkan Oztas

Deniz Cetinkaya

Festus Fatai Adedoyin

Huseyin Dogan

Gökhan Aksu

Proceedings of the IEEE International Conference on e-Business Engineering, 2023

2022

A Model Architecture for Public Transport Networks Using a Combination of a Recurrent Neural Network Encoder Library and a Attention Mechanism.

[BibT_eX]

[DOI]

Thilo Reich

David Hulbert

Algorithms, 2022

Enhancing Transaction Monitoring Controls to Detect Money Laundering Using Machine Learning.

[BibT_eX]

[DOI]

Berkan Oztas

Deniz Cetinkaya

Festus Fatai Adedoyin

Proceedings of the IEEE International Conference on e-Business Engineering, 2022

2021

Sexing Caucasian 2D footprints using convolutional neural networks.

[BibT_eX]

[DOI]

CoRR, 2021

Deep multilabel CNN for forensic footwear impression descriptor identification.

[BibT_eX]

[DOI]

Matthew Bennett

Scott Neville

Alun Mackrill

Appl. Soft Comput., 2021

An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems.

[BibT_eX]

[DOI]

CoRR, 2020

Impact of Data Quality and Target Representation on Predictions for Urban Bus Networks.

[BibT_eX]

[DOI]

Thilo Reich

David Hulbert

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019

Automatic Composition and Optimization of Multicomponent Predictive Systems With an Extended Auto-WEKA.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2019

Simulation and Augmentation of Social Networks for Building Deep Learning Models.

[BibT_eX]

[DOI]

CoRR, 2019

Survey of ETA prediction methods in public transport networks.

[BibT_eX]

[DOI]

CoRR, 2019

A Meta-Reinforcement Learning Approach to Optimize Parameters and Hyper-parameters Simultaneously.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Towards Meta-learning of Deep Architectures for Efficient Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

2018

Enabling Responsible Online Gambling by Real-time Persuasive Technologies.

[BibT_eX]

[DOI]

Complex Syst. Informatics Model. Q., 2018

NetSim - The framework for complex network generator.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Cross-domain Meta-learning for Time-series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

2017

Newton's Gravitational Law for Link Prediction in Social Networks.

[BibT_eX]

[DOI]

Katarzyna Musial-Gabrys

Proceedings of the Complex Networks & Their Applications VI, 2017

2016

Automatic composition and optimisation of multicomponent predictive systems.

[BibT_eX]

[DOI]

CoRR, 2016

Effects of Change Propagation Resulting from Adaptive Preprocessing in Multicomponent Predictive Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Adapting Multicomponent Predictive Systems using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry.

[BibT_eX]

[DOI]

Proceedings of the 2016 Workshop on Automatic Machine Learning, 2016

Towards Automatic Composition of Multicomponent Predictive Systems.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015

Scaling Beyond One Rack and Sizing of Hadoop Platform.

[BibT_eX]

[DOI]

Wieslawa Litke

Scalable Comput. Pract. Exp., 2015

Towards cost-sensitive adaptation: When is it worth updating your predictive model?

[BibT_eX]

[DOI]

Indre Zliobaite

Frederic T. Stahl

Neurocomputing, 2015

Metalearning: a survey of trends and technologies.

[BibT_eX]

[DOI]

Christiane Lemke

Artif. Intell. Rev., 2015

2014

Data stream synchronization for defining meaningful fMRI classification problems.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2014

From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors.

[BibT_eX]

[DOI]

Stephanie Schwan

Athanasios Tsakonas

Indre Zliobaite

Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Empirical Identification of Non-stationary Dynamics in Time Series of Recordings.

[BibT_eX]

[DOI]

Emili Balaguer-Ballester

Alejandro Tabas-Diaz

Proceedings of the Adaptive and Intelligent Systems - Third International Conference, 2014

Simulating the Information Diffusion Process in Complex Networks Using Push and Pull Strategies.

[BibT_eX]

[DOI]

Dariusz Król

Proceedings of the 2014 European Network Intelligence Conference, 2014

2013

Clustering as an Example of Optimizing Arbitrarily Chosen Objective Functions.

[BibT_eX]

[DOI]

Proceedings of the Advanced Methods for Computational Collective Intelligence, 2013

Creation and growth of online social network - How do social networks evolve?

[BibT_eX]

[DOI]

World Wide Web, 2013

Density-Preserving Sampling: Robust and Efficient Alternative to Cross-Validation for Error Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Molecular model of dynamic social network based on e-mail communication.

[BibT_eX]

[DOI]

Anna Musial

Soc. Netw. Anal. Min., 2013

2012

Predicting the Evolution of Social Networks: Optimal Time Window Size for Increased Accuracy.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Privacy, 2012

A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

Electrostatic field framework for supervised and semi-supervised learning from incomplete data.

[BibT_eX]

[DOI]

Nat. Comput., 2011

On Accuracy of PDF Divergence Estimators and Their Applicability to Representative Data Sampling.

[BibT_eX]

[DOI]

Entropy, 2011

Link Prediction Based on Subgraph Evolution in Dynamic Social Networks.

[BibT_eX]

[DOI]

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

High-Performance Music Information Retrieval System for Song Genre Classification.

[BibT_eX]

[DOI]

Amanda C. Schierz

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

The Dynamic Structural Patterns of Social Networks Based on Triad Transitions.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010

Physically inspired methods and development of data-driven predictive systems.

[BibT_eX]

[DOI]

PhD thesis, 2010

Ridge regression ensemble for toxicity prediction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2010

Correntropy-based density-preserving data sampling as an alternative to standard cross-validation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Electrostatic Field Classifier for Deficient Data.

[BibT_eX]

[DOI]