List of works - Mykola Pechenizkiy

A survey on concept drift adaptation ⬇️

AH 12 years later: a comprehensive survey of adaptive hypermedia methods and techniques

An Overview of Concept Drift Applications

Analyzing and repairing concept drift adaptation in data stream classification

scientific article published on 24 May 2021

Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data

scientific article published on 27 September 2017

Dealing with concept drifts in process mining.

scientific article published in January 2014

Diversity in search strategies for ensemble feature selection

scholarly article by Alexey Tsymbal et al published March 2005 in Information Fusion

Dynamic integration of classifiers for handling concept drift

article

EEG-based classification of epilepsy and PNES: EEG microstate and functional brain network features

scientific article published on 29 May 2020

Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions

scientific article published on 22 December 2020

Expressive modeling for trusted big data analytics: techniques and applications in sentiment analysis

article by Erik Tromp et al published 1 February 2017 in Big Data Analytics

Handling Concept Drift in Process Mining

article by R. P. Jagadeesh Chandra Bose et al published 2011 in Lecture Notes in Computer Science

Handling Local Concept Drift with Dynamic Integration of Classifiers: Domain of Antibiotic Resistance in Nosocomial Infections

scholarly article published 2006

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning

article by Amelia Zafra et al published February 2013 in Information Sciences

Knowledge discovery and computer-based decision support in biomedicine

scientific article published on 7 July 2010

Local dimensionality reduction and supervised learning within natural clusters for biomedical data analysis.

scientific article

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming.

scientific article published on 25 September 2017

Recurring concept memory management in data streams: exploiting data stream concept evolution to improve performance and transparency

scientific article published on 14 February 2021

ReliefF-MI: An extension of ReliefF to multiple instance learning

article by Amelia Zafra et al published January 2012 in Neurocomputing

Speeding-Up Association Rule Mining With Inverted Index Compression.