Tomasz Wiktorski

32 papers B 1C 10Misc 1Journal 10Unranked 9

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	Machine Learning Methods For Classification of Individuals With Coronary Artery Calcification. CBMS Jakob Svane, Tomasz Wiktorski, Trygve Eftestøl, Stein Ørn
2024	J	`jnl`	The intentions of the designers of digital educational tools in early childhood education. Int. J. Child Comput. Interact. Maria Ploog, Tomasz Wiktorski
2023	J	`jnl`	Better Modeling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup. IEEE Trans. Ind. Informatics Hasan Asy'ari Arief, Peter James Thomas, Tomasz Wiktorski
2023	J	`jnl`	Improving predictive models for rate of penetration in real drilling operations through transfer learning. J. Comput. Sci. Felix James Pacis, Adrian Ambrus, Sergey Alyaev, Rasool Khosravanian, Tron Golder Kristiansen, Tomasz Wiktorski
2022	J	`jnl`	Better Modelling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup. CoRR Hasan Asy'ari Arief, Peter James Thomas, Tomasz Wiktorski
2022	—	`conf`	Transfer Learning Approach to Prediction of Rate of Penetration in Drilling. ICCS (1) Felix James Pacis, Sergey Alyaev, Adrian Ambrus, Tomasz Wiktorski
2021	J	`jnl`	A Survey on Distributed Fibre Optic Sensor Data Modelling Techniques and Machine Learning Algorithms for Multiphase Fluid Flow Estimation. Sensors Hasan Asy'ari Arief, Tomasz Wiktorski, Peter James Thomas
2021	C	`conf`	EDISON Data Science Framework (EDSF): Addressing Demand for Data Science and Analytics Competences for the Data Driven Digital Economy. EDUCON Yuri Demchenko, Juan Jose Cuadrado-Gallego, Steve Brewer, Tomasz Wiktorski
2020	J	`jnl`	Artifact Correction in Short-Term HRV during Strenuous Physical Exercise. Sensors Aleksandra Królak, Tomasz Wiktorski, Magnus Friestad Bjørkavoll-Bergseth, Stein Ørn
2020	J	`jnl`	Visualization of Generic Utility of Sequential Patterns. IEEE Access Tomasz Wiktorski, Aleksandra Królak, Karolina Rosinska, Pawel Strumillo, Jerry Chun-Wei Lin
2019	—	`conf`	A GA-based Framework for Mining High Fuzzy Utility Itemsets. IEEE BigData Jimmy Ming-Tai Wu, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Tomasz Wiktorski, Tzung-Pei Hong, Matin Pirouz
2019	—	`conf`	Approximate Approach to Finding Generic Utility of Sequential Patterns. ICDM Workshops Tomasz Wiktorski, Jerry Chun-Wei Lin
2019	J	`jnl`	Bridging the demand and the offer in data science. Concurr. Comput. Pract. Exp. Adam S. Z. Belloum, Spiros Koulouzis, Tomasz Wiktorski, Andrea Manieri
2019	—	`conf`	Data Science Model Curriculum Implementation for Various Types of Big Data Infrastructure Courses. eScience Tomasz Wiktorski, Yuri Demchenko, Oleg Chertov
2019	—	`book`	Data-intensive Systems - Principles and Fundamentals using Hadoop and Spark Tomasz Wiktorski
2019	—	`conf`	EDISON Data Science Framework (EDSF) Extension to Address Transversal Skills Required by Emerging Industry 4.0 Transformation. eScience Yuri Demchenko, Tomasz Wiktorski, Juan Jose Cuadrado-Gallego, Steve Brewer
2018	—	`conf`	Challenges in Causal Inference from Personal Monitoring Devices. FedCSIS (Position Papers) Tomasz Wiktorski
2018	C	`conf`	ECG Signal Analysis for Troponin Level Assessment and Coronary Artery Disease Detection: the NEEDED Study 2014. FedCSIS Dominika Dlugosz, Aleksandra Królak, Trygve Eftestøl, Stein Ørn, Tomasz Wiktorski, Kay Raymond Jenssen Oskal, Martin Nygård
2018	J	`jnl`	The North Sea Bicycle Race ECG Project: Time-Domain Analysis. J. Autom. Mob. Robotics Intell. Syst. Dominika Dlugosz, Trygve Eftestøl, Aleksandra Królak, Tomasz Wiktorski, Stein Ørn
2017	J	`jnl`	Adaptive real-time anomaly detection in cloud infrastructures. Concurr. Comput. Pract. Exp. Bikash Agrawal, Tomasz Wiktorski, Chunming Rong
2017	C	`conf`	Customisable Data Science Educational Environment: From Competences Management and Curriculum Design to Virtual Labs On-Demand. CloudCom Yuri Demchenko, Adam Belloum, Cees de Laat, Charles Loomis, Tomasz Wiktorski, Erwin Spekschoor
2017	C	`conf`	Model Curricula for Data Science EDISON Data Science Framework. CloudCom Tomasz Wiktorski, Yuri Demchenko, Adam Belloum
2017	C	`conf`	The North Sea Bicycle Race ECG Project: Time-Domain Analysis. FedCSIS Dominika Dlugosz, Trygve Eftestøl, Stein Ørn, Tomasz Wiktorski, Aleksandra Królak
2016	C	`conf`	Adaptive Anomaly Detection in Cloud Using Robust and Scalable Principal Component Analysis. ISPDC Bikash Agrawal, Tomasz Wiktorski, Chunming Rong
2016	C	`conf`	EDISON Data Science Framework: A Foundation for Building Data Science Profession for Research and Industry. CloudCom Yuri Demchenko, Adam Belloum, Wouter Los, Tomasz Wiktorski, Andrea Manieri, Holger Brocks, Jana Becker, Dominic Heutelbeck, Matthias L. Hemmje, Steve Brewer
2016	Misc	`conf`	Enrichment of machine learning based activity classification in smart homes using ensemble learning. UCC Bikash Agrawal, Antorweep Chakravorty, Tomasz Wiktorski, Chunming Rong
2016	C	`conf`	Quantitative and Qualitative Analysis of Current Data Science Programs from Perspective of Data Science Competence Groups and Framework. CloudCom Tomasz Wiktorski, Yuri Demchenko, Adam Belloum, Anoosheh Shirazi
2016	—	`conf`	SD-HDFS: Secure Deletion in Hadoop Distributed File System. BigData Congress Bikash Agrawal, Raymond A. Hansen, Chunming Rong, Tomasz Wiktorski
2015	—	`conf`	AFFM: Auto Feature Engineering in Field-Aware Factorization Machines for Predictive Analytics. ICDM Workshops Lars Ropeid Selsaas, Bikash Agrawal, Chunming Rong, Tomasz Wiktorski
2015	—	`conf`	Analyzing and Predicting Failure in Hadoop Clusters Using Distributed Hidden Markov Model. CloudCom-Asia Bikash Agrawal, Tomasz Wiktorski, Chunming Rong
2015	C	`conf`	Data Science Professional Uncovered: How the EDISON Project will Contribute to a Widely Accepted Profile for Data Scientists. CloudCom Andrea Manieri, Steve Brewer, Ruben Riestra, Yuri Demchenko, Matthias L. Hemmje, Tomasz Wiktorski, Tiziana Ferrari, Jérémy Frey
2015	C	`conf`	Experience with Problem-Based Learning in a Hybrid Classroom. CloudCom Tomasz Wiktorski, Thomas J. Hacker, Raymond A. Hansen, Gregory P. Rodgers