Wydział Fizyki Technicznej, Informatyki i Matematyki Stosowanej / Faculty of Technical Physics, Information Technology and Applied Mathematics / W7
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Recent Submissions
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Semi-formal Methods for Security Informed Safety Assessment of Robotic Systems
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023) -
Simulation of the Quantum Heat Engine in the Quantum Register
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)This paper investigates whether a quantum computer can efficiently simulate the transfer of excitation between a pair of quantum systems with energy loss caused by photon or phonon emission. The main contribution of our ... -
MPTCP Congestion Control Algorithms for Streaming Applications – Performance Evaluation in Public Networks
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)Efficient data transfer for high-quality streaming requires fast speed, low latency, and stable transmission parameters. Utilizing multiple communication paths is a promising solution for improving performance. This ... -
Local Energy Redistribution Units for Space Dimensionality Reduction in Data Classification
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)In this paper, we present locally trained 2-input to 2-output neurons called Local Energy Redistribution Units (LERUs), which enable to transfer most of the input data energy to the selected output, and when organized into ... -
Dynamic Mutation Control in Continuous Genetic Algorithms
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)In this paper the adaptability of the mutation operation in continuous genetic algorithms (CGAs) is taken into consideration from an analytical perspective. For this purpose, based on the notation that has previously ... -
A Novel Learning Multi-Swarm Particle Swarm Optimization
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)Particle swarm optimization (PSO) is one of the metaheuristic optimization methods. Because of its many advantages, it is often used to solve real-world engineering problems. However, in case of complex, multidimensional tasks, ... -
Increasing Skin Lesions Classification Rates using Convolutional Neural Networks with Invariant Dataset Augmentation and the Three-Point Checklist of Dermoscopy
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)In the paper, we show how to tackle the problem of lack of the rotation invariance in CNN networks using the authors’ Invariant Dataset Augmentation (IDA) method. The IDA method allows to increase the classification rates ... -
Building Energy Use Intensity Prediction with Artificial Neural Networks
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)In this paper the authors propose the construction and examine the performance of the artificial neural network for energy use intensity prediction for residential buildings. The network’s type is the standard ... -
Towards Ontology-Driven Verification of Car Claims Settlement
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)In the paper, we outline an intelligent tool enabling the users to automatize the process of verification of the car claims settlement. Two data sources power the tool. The first one is the source of car images in ... -
Integrating Anomaly Detection for Enhanced Data Protection in Cloud-Based Applications
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)In this research, anomaly detection techniques and artificial neural networks were employed to address the issue of attacks on cluster computing systems. The study investigated the detection of Distributed Denial of Service ... -
Energy Dissipation Anomalies in Buildings
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023) -
AI-driven Ecodriving and ETA Solutions for Truck Transport
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023) -
Improvement of Attention Mechanism Explainability in Prediction of Chemical Molecules’ Properties
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)In this paper, the analysis of selected graph neural network operators is presented. The classic Graph Convolutional Network (GCN) was compared with methods containing trainable attention coefficients: Graph Attention ... -
Weak Supervision in Enemy Detection Based on Computer Game Output Video Stream
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)This work contains a solution for image classification and enemy detection in the output video stream of a computer game. Weak supervision was used to achieve the goal. It shows that an image dataset with a certain ... -
Recognition of Shoplifting Activities in CCTV Footage Using the Combined CNN-RNN Model
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)The recognition of human activities through surveillance has numerous applications across various fields. This article presents a proposed approach to identify shoplifting in camera-recorded video data using a ... -
Progress in Polish Artificial Intelligence Research 4
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023) -
Podstawy teorii ergodycznej
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2022) -
Wstęp do logiki i teorii mnogości
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2022) -
Magia słów
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2019)Tomik „Magia słów” to zbiór wierszy dotyczących duchowości, miłości, relacji ludzkich, jak również poświęcony przyrodzie. Poetka jest miłośniczką wypraw górskich, w szczególności w Tatry i im także zadedykowała kilka ... -
Mobilnie aktywni
(Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2022)W konkursie programowania aplikacji mobilnych wzięło udział 110 uczestników – studentów informatyki stosowanej oraz Information Technology, w tym studenci wymiany z Portugalii. Zadaniem było stworzenie aplikacji wspomagających ...
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