Concepedia

Krzysztof Halawa

KH

Statistics

Publications

3

Citations

47

H-Index

3

Active since

2011

Affiliations

Wrocław University of Science and Technology(Current)

Krzysztof Halawa is an author at Wrocław University of Science and Technology specializing in computer science, machine learning, and engineering.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningTransportationSocial SciencesSignal ProcessingIntelligent SystemsPattern Recognition

Publications per year

2011–2024

3

Publications

3

Classification of cervical cells from the Pap smear image using the RES_DCGAN data augmentation and ResNet50V2 with self-attention architecture

Betelhem Zewdu Wubineh, Andrzej Rusiecki, Krzysztof Halawa · Neural Computing and Applications · 2024 · 20 citations · Full text

Road traffic predictions across major city intersections using multilayer perceptrons and data from multiple intersections located in various places

Krzysztof Halawa, Marek Bazan, Piotr Ciskowski et al. · IET Intelligent Transport Systems · 2016 · 15 citations

Traffic Monitoring, Intelligent Traffic Management, Engineering +15

A method to improve the performance of multilayer perceptron by utilizing various activation functions in the last hidden layer and the least squares method

Krzysztof Halawa · Neural Processing Letters · 2011 · 12 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +19

1–3 of 3