Marcin Budka

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 30

Top Venues

Bournemouth University, Poole, UK (PHD)

Education History

Bournemouth University, Poole, UK

PHD

Publications

Kari Ali Noriy, Xiaosong Yang, Marcin Budka, Jian Jun Zhang
CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition. CoRR (2023)
Thomas M. Mercier, Marcin Budka, Martin R. Vasilev, Julie A. Kirkby, Bernhard Angele, Timothy J. Slattery
Dual input stream transformer for eye-tracking line assignment. CoRR (2023)
Berkan Oztas, Deniz Cetinkaya, Festus Fatai Adedoyin, Marcin Budka, Huseyin Dogan, Gökhan Aksu
Enhancing Anti-Money Laundering: Development of a Synthetic Transaction Monitoring Dataset. ICEBE (2023)
Berkan Oztas, Deniz Cetinkaya, Festus Fatai Adedoyin, Marcin Budka, Huseyin Dogan, Gökhan Aksu
Perspectives from Experts on Developing Transaction Monitoring Methods for Anti-Money Laundering. ICEBE (2023)
Berkan Oztas, Deniz Cetinkaya, Festus Adedoyin, Marcin Budka
Enhancing Transaction Monitoring Controls to Detect Money Laundering Using Machine Learning. ICEBE (2022)
Thilo Reich, David Hulbert, Marcin Budka
A Model Architecture for Public Transport Networks Using a Combination of a Recurrent Neural Network Encoder Library and a Attention Mechanism. Algorithms 15 (9) (2022)
Marcin Budka, Matthew R. Bennet, Sally Reynolds, Shelby Barefoot, Sarah Reel, Selina Reidy, Jeremy Walker
Sexing Caucasian 2D footprints using convolutional neural networks. CoRR (2021)
Abbas Raza Ali, Marcin Budka
An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease. IJCNN (2021)
Marcin Budka, Akanda Wahid-Ul-Ashraf, Matthew Bennett, Scott Neville, Alun Mackrill
Deep multilabel CNN for forensic footwear impression descriptor identification. Appl. Soft Comput. 109 (2021)
Marcin Budka, Akanda Wahid-Ul-Ashraf, Scott Neville, Alun Mackrill, Matthew Bennett
Deep Multilabel CNN for Forensic Footwear Impression Descriptor Identification. CoRR (2021)
Abbas Raza Ali, Marcin Budka
An Automated Approach for Timely Diagnosis and Prognosis of Coronavirus Disease. CoRR (2021)
Thilo Reich, Marcin Budka, David Hulbert
Impact of Data Quality and Target Representation on Predictions for Urban Bus Networks. SSCI (2020)
Abbas Raza Ali, Marcin Budka, Bogdan Gabrys
A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems. CoRR (2020)
Thilo Reich, Marcin Budka, Derek Robbins, David Hulbert
Survey of ETA prediction methods in public transport networks. CoRR (2019)
Abbas Raza Ali, Marcin Budka, Bogdan Gabrys
A Meta-Reinforcement Learning Approach to Optimize Parameters and Hyper-parameters Simultaneously. PRICAI (2) (2019)
Abbas Raza Ali, Marcin Budka, Bogdan Gabrys
Towards Meta-learning of Deep Architectures for Efficient Domain Adaptation. PRICAI (2) (2019)
Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys
Automatic Composition and Optimization of Multicomponent Predictive Systems With an Extended Auto-WEKA. IEEE Trans Autom. Sci. Eng. 16 (2) (2019)
Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial
Simulation and Augmentation of Social Networks for Building Deep Learning Models. CoRR (2019)
Abbas Raza Ali, Bogdan Gabrys, Marcin Budka
Cross-domain Meta-learning for Time-series Forecasting. KES (2018)
Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial
NetSim - The framework for complex network generator. CoRR (2018)
Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial
NetSim - The framework for complex network generator. KES (2018)
George Drosatos, Fotis Nalbadis, Emily Arden-Close, Victoria Baines, Elvira Bolat, Laura Vuillier, Theodoros Kostoulas, Marcin Budka, Sonia Wasowska, Maris Bonello, Jamie Brown, Tessa Corner, John McAlaney, Keith Phalp, Raian Ali
Enabling Responsible Online Gambling by Real-time Persuasive Technologies. Complex Syst. Informatics Model. Q. 17 (2018)
Akanda Wahid-Ul-Ashraf, Marcin Budka, Katarzyna Musial-Gabrys
Newton's Gravitational Law for Link Prediction in Social Networks. COMPLEX NETWORKS (2017)
Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys
Towards Automatic Composition of Multicomponent Predictive Systems. HAIS (2016)
Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys
Automatic composition and optimisation of multicomponent predictive systems. CoRR (2016)
Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys
Effects of Change Propagation Resulting from Adaptive Preprocessing in Multicomponent Predictive Systems. KES (2016)
Manuel Martin Salvador, Marcin Budka, Bogdan Gabrys
Adapting Multicomponent Predictive Systems using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry. AutoML@ICML (2016)
Christiane Lemke, Marcin Budka, Bogdan Gabrys
Metalearning: a survey of trends and technologies. Artif. Intell. Rev. 44 (1) (2015)
Indre Zliobaite, Marcin Budka, Frederic T. Stahl
Towards cost-sensitive adaptation: When is it worth updating your predictive model? Neurocomputing 150 (2015)
Wieslawa Litke, Marcin Budka
Scaling Beyond One Rack and Sizing of Hadoop Platform. Scalable Comput. Pract. Exp. 16 (4) (2015)
Marcin Budka
Data stream synchronization for defining meaningful fMRI classification problems. Appl. Soft Comput. 24 (2014)
Emili Balaguer-Ballester, Alejandro Tabas-Diaz, Marcin Budka
Empirical Identification of Non-stationary Dynamics in Time Series of Recordings. ICAIS (2014)
Dariusz Król, Marcin Budka, Katarzyna Musial
Simulating the Information Diffusion Process in Complex Networks Using Push and Pull Strategies. ENIC (2014)
Marcin Budka, Mark Eastwood, Bogdan Gabrys, Petr Kadlec, Manuel Martin Salvador, Stephanie Schwan, Athanasios Tsakonas, Indre Zliobaite
From Sensor Readings to Predictions: On the Process of Developing Practical Soft Sensors. IDA (2014)
Marcin Budka, Krzysztof Juszczyszyn, Katarzyna Musial, Anna Musial
Molecular model of dynamic social network based on e-mail communication. Soc. Netw. Anal. Min. 3 (3) (2013)
Marcin Budka, Bogdan Gabrys
Density-Preserving Sampling: Robust and Efficient Alternative to Cross-Validation for Error Estimation. IEEE Trans. Neural Networks Learn. Syst. 24 (1) (2013)
Katarzyna Musial, Marcin Budka, Krzysztof Juszczyszyn
Creation and growth of online social network - How do social networks evolve? World Wide Web 16 (4) (2013)
Krzysztof Juszczyszyn, Adam Gonczarek, Jakub M. Tomczak, Katarzyna Musial, Marcin Budka
A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks. ASONAM (2012)
Marcin Budka, Katarzyna Musial, Krzysztof Juszczyszyn
Predicting the Evolution of Social Networks: Optimal Time Window Size for Increased Accuracy. SocialCom/PASSAT (2012)
Marcin Budka, Bogdan Gabrys, Katarzyna Musial
On Accuracy of PDF Divergence Estimators and Their Applicability to Representative Data Sampling. Entropy 13 (7) (2011)
Amanda C. Schierz, Marcin Budka
High-Performance Music Information Retrieval System for Song Genre Classification. ISMIS (2011)
Krzysztof Juszczyszyn, Marcin Budka, Katarzyna Musial
The Dynamic Structural Patterns of Social Networks Based on Triad Transitions. ASONAM (2011)
Marcin Budka, Bogdan Gabrys
Electrostatic field framework for supervised and semi-supervised learning from incomplete data. Nat. Comput. 10 (2) (2011)
Krzysztof Juszczyszyn, Katarzyna Musial, Marcin Budka
Link Prediction Based on Subgraph Evolution in Dynamic Social Networks. SocialCom/PASSAT (2011)
Marcin Budka, Bogdan Gabrys
Correntropy-based density-preserving data sampling as an alternative to standard cross-validation. IJCNN (2010)
Marcin Budka, Bogdan Gabrys
Ridge regression ensemble for toxicity prediction. ICCS (1) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marcin Budka