Dawid Polap

146 papers B 18C 10Misc 1Journal 66Unranked 49
YearRankTypeTitle / Venue / Authors
2026 — conf
Dual-Objective Federated Learning Strategy for Lung X-Ray Analysis in Healthcare Systems.
ICAART (5)
Antoni Jaszcz, Katarzyna Prokop, Piotr Zerdzinski, Dawid Polap, Jakub Silka
2026 J jnl
MultiMOORA-Guided Federated Learning With KD Stabilization for Health Monitoring Devices as Protection Against Poisoning Attacks.
IEEE Internet Things J.
Antoni Jaszcz, Dawid Polap, Gautam Srivastava
2025 B conf
3D Point Cloud Classification Using Graph Convolutional Network with Multi-Scale Pooling.
DSAA
Alicja Polowczyk, Agnieszka Polowczyk, Antoni Jaszcz, Marcin Wozniak, Dawid Polap
2025 J jnl
APA-boosted segmentation neural network with flexible set expansion strategy for industrial fault detection.
Appl. Soft Comput.
Katarzyna Prokop, Dawid Polap
2025 B conf
Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 J jnl
Attention-Enhanced Temporal LSTM Network as a Sonar Position Predictor for Side-Scanning Sonar Waterfall Image.
IEEE Access
Piotr Zerdzinski, Dawid Polap, Natalia Wawrzyniak, Grzegorz Zaniewicz, Adam Zielonka
2025 — conf
Dynamic Fuzzy-Based Cost Assignment Module for a Reinforced Nested Segmentation Model in Industrial Fault Identification.
FUZZ
Katarzyna Prokop, Marcin Wozniak, Dawid Polap, Michal Wieczorek
2025 J jnl
End-to-end food condition system via wavelet attention enhanced network.
Neurocomputing
Antoni Jaszcz, Dawid Polap
2025 — conf
Fuzzy Attention Module for CNNs in the Application of Space Analysis.
ICAISC (2)
Antoni Jaszcz, Adam Zielonka, Michal Wieczorek, Dawid Polap
2025 B conf
Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 B conf
Lightweight segmentation neural network for infrastructure maintenance in industrial digital twins.
IJCNN
Katarzyna Prokop, Adam Zielonka, Dawid Polap
2025 — conf
One Shot, Few Perspectives: Ensemble Learning for Image Segmentation.
ICAISC (2)
Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos
2025 — conf
Type-2 Fuzzy Controller as a Client Reputation Mechanism for Federated Learning.
FUZZ
Antoni Jaszcz, Dawid Polap, Adam Zielonka, Michal Wieczorek
2024 J jnl
Automated Shoreline Segmentation in Satellite Imagery Using USV Measurements.
Remote. Sens.
Antoni Jaszcz, Marta Wlodarczyk-Sielicka, Andrzej Stateczny, Dawid Polap, Ilona Garczynska
2024 — conf
Biometric Iris Authentication Using a Segmentation Network with Attention and a Key-Points Detection Algorithm.
ICAISC (3)
Katarzyna Prokop, Dawid Polap
2024 J jnl
Decentralized medical image classification system using dual-input CNN enhanced by spatial attention and heuristic support.
Expert Syst. Appl.
Dawid Polap, Antoni Jaszcz
2024 — conf
Distracted Driver Recognition Using CNN with Dual Self-attention Module.
ICAISC (1)
Antoni Jaszcz, Dawid Polap
2024 B conf
Dual-Encoding Y-ResNet for generating a lens flare effect in images.
IJCNN
Dawid Polap, Antoni Jaszcz, Gautam Srivastava
2024 J jnl
Energy Consumption Prediction Model for Smart Homes via Decentralized Federated Learning With LSTM.
IEEE Trans. Consumer Electron.
Dawid Polap, Gautam Srivastava, Antoni Jaszcz
2024 B conf
Generating synthetic data using GANs fusion in the digital twins model for sonars.
IJCNN
Dawid Polap, Antoni Jaszcz, Katarzyna Prokop
2024 — conf
Heuristic Feedback for Generator Support in Generative Adversarial Network.
ICAART (3)
Dawid Polap, Antoni Jaszcz
2024 J jnl
Heuristic-based image stitching algorithm with automation of parameters for smart solutions.
Expert Syst. Appl.
Katarzyna Prokop, Dawid Polap
2024 B conf
Image segmentation enhanced by heuristic assistance for retinal vessels case.
CEC
Katarzyna Prokop, Dawid Polap
2024 J jnl
Multimodal Religiously Hateful Social Media Memes Classification Based on Textual and Image Data.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Ameer Hamza, Abdul Rehman Javed, Farkhund Iqbal, Amanullah Yasin, Gautam Srivastava, Dawid Polap, Thippa Reddy Gadekallu, Zunera Jalil
2024 — conf
Semantic Segmentation for Moon Rock Recognition Using U-Net with Pyramid-Pooling-Based SE Attention Blocks.
ICAART (3)
Antoni Jaszcz, Dawid Polap
2024 J jnl
Sonar Digital Twin Layer via Multiattention Networks With Feature Transfer.
IEEE Trans. Geosci. Remote. Sens.
Dawid Polap, Antoni Jaszcz
2023 B conf
AGV Quality of Service Throughput Prediction via Neural Networks.
IEEE Big Data
Katarzyna Prokop, Dawid Polap, Gautam Srivastava
2023 J jnl
Bilinear Pooling With Poisoning Detection Module for Automatic Side Scan Sonar Data Analysis.
IEEE Access
Dawid Polap, Antoni Jaszcz, Natalia Wawrzyniak, Grzegorz Zaniewicz
2023 J jnl
Blockchain-based federated learning with checksums to increase security in Internet of Things solutions.
J. Ambient Intell. Humaniz. Comput.
Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
2023 — conf
Child Tracking and Prediction of Violence on Children In Social Media Using Natural Language Processing and Machine Learning.
ICAISC (1)
M. K. Nallakaruppan, Gautam Srivastava, Thippa Reddy Gadekallu, M. Praveen Kumar Reddy, Sivarama Krishnan, Dawid Polap
2023 — conf
Decentralized Federated Learning Loop with Constrained Trust Mechanism.
ICAISC (1)
Dawid Polap, Katarzyna Prokop, Gautam Srivastava, Jerry Chun-Wei Lin
2023 J jnl
Detail Feature Inpainting of Art Images in Online Educational Videos based on Double Discrimination Network.
Mob. Networks Appl.
Feng Xue, Dawid Polap
2023 — conf
Federated Heuristic Optimization Based on Fuzzy Clustering and Red Fox Optimization Algorithm.
FUZZ
Dawid Polap, Katarzyna Prokop, Gautam Srivastava
2023 — conf
Fuzzy Analysis for Consensus in Federated Learning with Simulated Heuristic Attacks.
FUZZ
Dawid Polap, Gautam Srivastava
2023 J jnl
Hybrid image analysis model for hashtag recommendation through the use of deep learning methods.
Expert Syst. Appl.
Dawid Polap
2023 B conf
Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System.
IEEE Big Data
Dawid Polap, Antoni Jaszcz, Katarzyna Prokop, Gautam Srivastava
2023 J jnl
Spatial Visualization Based on Geodata Fusion Using an Autonomous Unmanned Vessel.
Remote. Sens.
Marta Wlodarczyk-Sielicka, Dawid Polap, Katarzyna Prokop, Karolina Polap, Andrzej Stateczny
2023 J jnl
Spline Interpolation and Deep Neural Networks as Feature Extractors for Signature Verification Purposes.
IEEE Internet Things J.
Wei Wei, Qiao Ke, Dawid Polap, Marcin Wozniak
2022 J jnl
A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity.
Neural Comput. Appl.
Dawid Polap, Marcin Wozniak, Waldemar Holubowski, Robertas Damasevicius
2022 J jnl
A hybridization of distributed policy and heuristic augmentation for improving federated learning approach.
Neural Networks
Dawid Polap, Marcin Wozniak
2022 J jnl
AIMM: Artificial Intelligence Merged Methods for flood DDoS attacks detection.
J. King Saud Univ. Comput. Inf. Sci.
Antoni Jaszcz, Dawid Polap
2022 J jnl
An Evaluation method for teaching effect of information technology integrated engineering management course based on data clustering.
EAI Endorsed Trans. Scalable Inf. Syst.
Xiaolin Liu, Congjin Xie, Dawid Polap
2022 B conf
Automatic fuzzy parameter tuning for neural network models.
FUZZ-IEEE
Dawid Polap
2022 J jnl
Deep Learning Methods in Short-Term Traffic Prediction: A Survey.
Inf. Technol. Control.
Yue Hou, Xin Zheng, Chengyan Han, Wei Wei, Rafal Scherer, Dawid Polap
2022 J jnl
Design of action correction assistant system in physical education teaching and training based on .NET platform.
Mob. Networks Appl.
Chong-gao Chen, Dawid Polap
2022 J jnl
Ensemble machine learning approaches for webshell detection in Internet of things environments.
Trans. Emerg. Telecommun. Technol.
Binbin Yong, Wei Wei, Kuan-Ching Li, Jun Shen, Qingguo Zhou, Marcin Wozniak, Dawid Polap, Robertas Damasevicius
2022 — conf
Human-AI Collaboration to Increase the Perception of VR.
ICAISC (1)
Antoni Jaszcz, Katarzyna Prokop, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
2022 B conf
Neuro-heuristic Pallet Detection for Automated Guided Vehicle Navigation.
IEEE Big Data
Katarzyna Prokop, Dawid Polap, Gautam Srivastava
2022 J jnl
Side-Scan Sonar Analysis Using ROI Analysis and Deep Neural Networks.
IEEE Trans. Geosci. Remote. Sens.
Dawid Polap, Natalia Wawrzyniak, Marta Wlodarczyk-Sielicka
2021 — conf
A Graphic CNN-LSTM Model for Stock Price Predication.
ICAISC (1)
Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin
2021 J jnl
Agent architecture of an intelligent medical system based on federated learning and blockchain technology.
J. Inf. Secur. Appl.
Dawid Polap, Gautam Srivastava, Keping Yu
2021 J jnl
Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Michal Wieczorek, Jakub Silka, Dawid Polap
2021 — conf
Federated Learning Model with Augmentation and Samples Exchange Mechanism.
ICAISC (1)
Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak
2021 J jnl
Fuzzy Consensus With Federated Learning Method in Medical Systems.
IEEE Access
Dawid Polap
2021 B conf
Image features extractor based on hybridization of fuzzy controller and meta-heuristic.
FUZZ-IEEE
Dawid Polap, Marcin Wozniak
2021 B conf
Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks.
CEC
Dawid Polap, Marcin Wozniak, Jacek Mandziuk
2021 J jnl
Meta-heuristic as manager in federated learning approaches for image processing purposes.
Appl. Soft Comput.
Dawid Polap, Marcin Wozniak
2021 — conf
Mining of High-Utility Patterns in Big IoT Databases.
ICAISC (2)
Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin, Youcef Djenouri, Min Wei, Dawid Polap
2021 J jnl
Neural image reconstruction using a heuristic validation mechanism.
Neural Comput. Appl.
Dawid Polap, Gautam Srivastava
2021 B conf
Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data.
CEC
Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk
2021 J jnl
Red fox optimization algorithm.
Expert Syst. Appl.
Dawid Polap, Marcin Wozniak
2020 J jnl
An adaptive genetic algorithm as a supporting mechanism for microscopy image analysis in a cascade of convolution neural networks.
Appl. Soft Comput.
Dawid Polap
2020 B conf
Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering.
IJCNN
Zongwen Bai, Ying Li, Meili Zhou, Di Li, Dong Wang, Dawid Polap, Marcin Wozniak
2020 — conf
Blockchain Technology and Neural Networks for the Internet of Medical Things.
INFOCOM Workshops
Dawid Polap, Gautam Srivastava, Alireza Jolfaei, Reza M. Parizi
2020 J jnl
Classification of Non-Conventional Ships Using a Neural Bag-Of-Words Mechanism.
Sensors
Dawid Polap, Marta Wlodarczyk-Sielicka
2020 — conf
Collaborative learning with taboos for machine learning methods in big data problems.
SSCI
Dawid Polap, Marcin Wozniak
2020 B conf
Efficient Visual Classification by Fuzzy Rules.
FUZZ-IEEE
Marcin Korytkowski, Rafal Scherer, Dominik Szajerman, Dawid Polap, Marcin Wozniak
2020 — conf
Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX Network.
ICAISC (1)
Olusola Oluwakemi Abayomi-Alli, Tatjana Sidekerskiene, Robertas Damasevicius, Jakub Silka, Dawid Polap
2020 — conf
Encoder-Decoder Based CNN Structure for Microscopic Image Identification.
ICONIP (1)
Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer
2020 J jnl
Intelligent Home Systems for Ubiquitous User Support by Using Neural Networks and Rule-Based Approach.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Dawid Polap
2020 J jnl
Intelligent automation of dental material analysis using robotic arm with Jerk optimized trajectory.
J. Ambient Intell. Humaniz. Comput.
Robertas Damasevicius, Rytis Maskeliunas, Gintautas Narvydas, Ruta Narbutaite, Dawid Polap, Marcin Wozniak
2020 C conf
Interpolation merge as augmentation technique in the problem of ship classification.
FedCSIS
Marta Wlodarczyk-Sielicka, Dawid Polap
2020 — conf
Multi-agent Architecture for Internet of Medical Things.
ICAISC (2)
Dawid Polap, Gautam Srivastava, Marcin Wozniak
2020 — conf
SURF Algorithm with Convolutional Neural Network as Face Recognition Technique.
ICAISC (2)
Alicja Winnicka, Karolina Kesik, Dawid Polap, Marcin Wozniak
2020 J jnl
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning.
IEEE Trans. Fuzzy Syst.
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Dawid Polap, Marcin Wozniak
2020 J jnl
Soft trees with neural components as image-processing technique for archeological excavations.
Pers. Ubiquitous Comput.
Marcin Wozniak, Dawid Polap
2019 J jnl
A Multi-Agent Gamification System for Managing Smart Homes.
Sensors
Alicja Winnicka, Karolina Kesik, Dawid Polap, Marcin Wozniak, Zbigniew Marszalek
2019 J jnl
A Smartphone Application for Automated Decision Support in Cognitive Task Based Evaluation of Central Nervous System Motor Disorders.
IEEE J. Biomed. Health Informatics
Andrius Lauraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 J jnl
A neuro-heuristic approach for recognition of lung diseases from X-ray images.
Expert Syst. Appl.
Qiao Ke, Jiangshe Zhang, Wei Wei, Dawid Polap, Marcin Wozniak, Leon Kosmider, Robertas Damasevicius
2019 J jnl
A regional adaptive variational PDE model for computed tomography image reconstruction.
Pattern Recognit.
Wei Wei, Bin Zhou, Dawid Polap, Marcin Wozniak
2019 — conf
Acceleration of data handling in neural networks by using cascade classification model.
SSCI
Dawid Polap, Marcin Wozniak
2019 J jnl
Analysis of Skin Marks Through the Use of Intelligent Things.
IEEE Access
Dawid Polap
2019 J jnl
Automatic Classification Using Machine Learning for Non-Conventional Vessels on Inland Waters.
Sensors
Marta Wlodarczyk-Sielicka, Dawid Polap
2019 B conf
Bacteria shape classification by the use of region covariance and Convolutional Neural Network.
IJCNN
Dawid Polap, Marcin Wozniak
2019 J jnl
Bio-inspired voice evaluation mechanism.
Appl. Soft Comput.
Dawid Polap, Marcin Wozniak, Robertas Damasevicius, Rytis Maskeliunas
2019 — conf
Gamification of Eye Exercises for Evaluating Eye Fatigue.
ICAISC (2)
Mindaugas Vasiljevas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 — conf
Iterative Design and Implementation of Rapid Gradient Descent Method.
ICAISC (1)
Wei Wei, Bin Zhou, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 J jnl
Multi-Level Features Extraction for Discontinuous Target Tracking in Remote Sensing Image Monitoring.
Sensors
Bin Zhou, Xuemei Duan, Dongjun Ye, Wei Wei, Marcin Wozniak, Dawid Polap, Robertas Damasevicius
2019 — ed.
Proceedings of the International Conference on Information Technologies, IVUS 2019, Kaunas, Lithuania, April 25, 2019.
IVUS
Robertas Damasevicius, Tomas Krilavicius, Audrius Lopata, Dawid Polap, Marcin Wozniak
2019 — ed.
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 30, 2019.
SYSTEM
Giacomo Capizzi, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 C conf
Signature analysis system using a convolutional neural network.
FedCSIS
Alicja Winnicka, Karolina Kesik, Dawid Polap
2018 J jnl
A Soft Body Physics Simulator with Computational Offloading to the Cloud.
Inf.
Edvinas Danevicius, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2018 Misc conf
Accident Prevention System During Immersion in Virtual Reality.
MISSI
Dawid Polap, Karolina Kesik, Marcin Wozniak
2018 J jnl
Adaptive neuro-heuristic hybrid model for fruit peel defects detection.
Neural Networks
Marcin Wozniak, Dawid Polap
2018 J jnl
An Intelligent System for Monitoring Skin Diseases.
Sensors
Dawid Polap, Alicja Winnicka, Kalina Serwata, Karolina Kesik, Marcin Wozniak
2018 J jnl
Automated fluorescence microscopy image analysis of Pseudomonas aeruginosa bacteria in alive and dead stadium.
Eng. Appl. Artif. Intell.
Marcin Wozniak, Dawid Polap, Leon Kosmider, Tomasz Clapa
2018 J jnl
Bio-inspired methods modeled for respiratory disease detection from medical images.
Swarm Evol. Comput.
Marcin Wozniak, Dawid Polap
2018 — conf
Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle.
ICAISC (1)
Adomas Ivanovas, Armantas Ostreika, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2018 — conf
Chest radiographs segmentation by the use of nature-inspired algorithm for lung disease detection.
SSCI
Dawid Polap, Marcin Wozniak, Robertas Damasevicius, Wei Wei
2018 J jnl
Design of Computational Intelligence-based Language Interface for Human-Machine Secure Interaction.
J. Univers. Comput. Sci.
Marcin Wozniak, Dawid Polap, Robertas Damasevicius, Wei Wei
2018 — conf
Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm.
ICAISC (2)
Grazia Lo Sciuto, Giacomo Capizzi, Christian Napoli, Rafi Shikler, Dawid Polap, Marcin Wozniak
2018 J jnl
Fully Flexible Parallel Merge Sort for Multicore Architectures.
Complex.
Zbigniew Marszalek, Marcin Wozniak, Dawid Polap
2018 J jnl
Heat production optimization using bio-inspired algorithms.
Eng. Appl. Artif. Intell.
Marcin Wozniak, Kamil Ksiazek, Jakub Marciniec, Dawid Polap
2018 J jnl
Human-machine interaction in intelligent technologies using the augmented reality.
Inf. Technol. Control.
Dawid Polap
2018 J jnl
Model of Identity Verification Support System Based on Voice and Image Samples.
J. Univers. Comput. Sci.
Dawid Polap
2018 J jnl
Multi-threaded learning control mechanism for neural networks.
Future Gener. Comput. Syst.
Dawid Polap, Marcin Wozniak, Wei Wei, Robertas Damasevicius
2018 J jnl
Object detection and recognition via clustered features.
Neurocomputing
Marcin Wozniak, Dawid Polap
2018 J jnl
Small lung nodules detection based on local variance analysis and probabilistic neural network.
Comput. Methods Programs Biomed.
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto, Leon Kosmider, Katarzyna Frankiewicz
2018 — conf
Study on Remote Sensing Image Vegetation Classification Method Based on Decision Tree Classifier.
SSCI
Wei Wei, Dawid Polap, Xiaohua Li, Marcin Wozniak, Junzhe Liu
2018 — conf
The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games.
ICIST
Dawid Polap, Marcin Wozniak
2018 C conf
The impact of parallel programming on faster image filtering.
FedCSIS
Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak
2018 C conf
Voice control in mixed reality.
FedCSIS
Dawid Polap
2017 — conf
A Neural Network Pattern Recognition Approach to Automatic Rainfall Classification by Using Signal Strength in LTE/4G Networks.
IJCRS (2)
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Francesco Scaglione, Dawid Polap, Marcin Wozniak
2017 J jnl
Application of Bio-Inspired Methods in Distributed Gaming Systems.
Inf. Technol. Control.
Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana
2017 C conf
Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network.
FedCSIS
Giacomo Capizzi, Grazia Lo Sciuto, Francesco Beritelli, Francesco Scaglione, Dawid Polap, Kamil Ksiazek, Marcin Wozniak
2017 — conf
Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier.
ICAISC (2)
Grazia Lo Sciuto, Giacomo Capizzi, Dor Gotleyb, Sivan Linde, Rafi Shikler, Marcin Wozniak, Dawid Polap
2017 — conf
Detection of Important Features from Images Using Heuristic Approach.
ICIST
Dawid Polap, Marcin Wozniak
2017 C conf
Environment Recognition based on Images using Bag-of-Words.
IJCCI
Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel
2017 — conf
Environment Scene Classification Based on Images Using Bag-of-Words.
IJCCI (Selected Papers)
Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel
2017 — conf
Extraction and Analysis of Voice Samples Based on Short Audio Files.
ICIST
Dawid Polap, Marcin Wozniak
2017 C conf
Extraction of specific data from a sound sample by removing additional distortion.
FedCSIS
Dawid Polap
2017 J jnl
Hybrid neuro-heuristic methodology for simulation and control of dynamic systems over time interval.
Neural Networks
Marcin Wozniak, Dawid Polap
2017 — conf
Image approach to voice recognition.
SSCI
Dawid Polap, Marcin Wozniak
2017 — conf
Lung segmentation on x-ray images with neural validation.
SSCI
Dawid Polap, Marcin Wozniak
2017 J jnl
Obstacle Detection as a Safety Alert in Augmented Reality Models by the Use of Deep Learning Techniques.
Sensors
Dawid Polap, Karolina Kesik, Kamil Ksiazek, Marcin Wozniak
2017 — conf
Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network.
ICAISC (2)
Shiran Nabha Barnea, Grazia Lo Sciuto, Nathaniel Hai, Rafi Shikler, Giacomo Capizzi, Marcin Wozniak, Dawid Polap
2017 J jnl
Polar Bear Optimization Algorithm: Meta-Heuristic with Fast Population Movement and Dynamic Birth and Death Mechanism.
Symmetry
Dawid Polap, Marcin Wozniak
2017 — conf
Radiation heat transfer optimization by the use of modified ant lion optimizer.
SSCI
Kamil Ksiazek, Dawid Polap, Marcin Wozniak, Robertas Damasevicius
2017 J jnl
The Use of Wavelet Transformation in Conjunction with a Heuristic Algorithm as a Tool for Feature Extraction from Signals.
Inf. Technol. Control.
Dawid Polap, Marcin Wozniak
2016 J jnl
A First Attempt to Cloud-Based User Verification in Distributed System.
CoRR
Marcin Wozniak, Dawid Polap, Grzegorz Borowik, Christian Napoli
2016 C conf
A Real-Time Audio Compression Technique Based on Fast Wavelet Filtering and Encoding.
FedCSIS
Nella Romano, Antony Scivoletto, Dawid Polap
2016 — conf
Automatic System to Improve Quality of 2D Images Based on Kohonen Classifier.
SYSTEM
Dawid Polap
2016 J jnl
Graphic object feature extraction system based on Cuckoo Search Algorithm.
Expert Syst. Appl.
Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana
2016 — conf
Introduction to the Model of the Active Assistance System for Elder and Disabled People.
ICIST
Dawid Polap, Marcin Wozniak
2016 J jnl
Is swarm intelligence able to create mazes?
CoRR
Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana
2016 C conf
Neuro-heuristic voice recognition.
FedCSIS
Dawid Polap
2016 — conf
On manipulation of initial population search space in heuristic algorithm through the use of parallel processing approach.
SSCI
Marcin Wozniak, Dawid Polap
2016 C conf
Toward adaptive heuristic video frames capturing and correction in real-time.
FedCSIS
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto
2015 — conf
A Novel Approach Toward X-RAY Images Classifier.
SSCI
Marcin Wozniak, Dawid Polap, Leon Kosmider, Christian Napoli, Emiliano Tramontana
2015 — conf
Can We Process 2D Images Using Artificial Bee Colony?
ICAISC (1)
Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana
2015 — conf
Designing Mazes For 2D Games by Artificial Ant Colony Algorithm.
SYSTEM
Dawid Polap
2015 — conf
Is the Colony of Ants Able to Recognize Graphic Objects?
ICIST
Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Robertas Damasevicius
2015 B conf
Novel approach toward medical signals classifier.
IJCNN
Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
2014 — conf
Basic Concept of Cuckoo Search Algorithm for 2D Images Processing with Some Research Results - An Idea to Apply Cuckoo Search Algorithm in 2D Images Key-points Search.
SIGMAP
Marcin Wozniak, Dawid Polap
2014 — conf
Simplified firefly algorithm for 2D image key-points search.
CIHLI
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak
2014 J jnl
Simplified firefly algorithm for 2D image key-points search.
CoRR
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak