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Dawid Polap
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2020 – today
- 2024
- [j58]Katarzyna Prokop
, Dawid Polap
Heuristic-based image stitching algorithm with automation of parameters for smart solutions. Expert Syst. Appl. 241: 122792 (2024) - [j57]Dawid Polap
Decentralized medical image classification system using dual-input CNN enhanced by spatial attention and heuristic support. Expert Syst. Appl. 253: 124343 (2024) - [j56]Ameer Hamza
Multimodal Religiously Hateful Social Media Memes Classification Based on Textual and Image Data. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23(8): 114:1-114:19 (2024) - [j55]Dawid Polap
Energy Consumption Prediction Model for Smart Homes via Decentralized Federated Learning With LSTM. IEEE Trans. Consumer Electron. 70(1): 990-999 (2024) - [j54]Dawid Polap
Sonar Digital Twin Layer via Multiattention Networks With Feature Transfer. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [c67]Katarzyna Prokop, Dawid Polap:
Image segmentation enhanced by heuristic assistance for retinal vessels case. CEC 2024: 1-6 - [c66]Dawid Polap
Heuristic Feedback for Generator Support in Generative Adversarial Network. ICAART (3) 2024: 862-869 - [c65]Antoni Jaszcz
Semantic Segmentation for Moon Rock Recognition Using U-Net with Pyramid-Pooling-Based SE Attention Blocks. ICAART (3) 2024: 965-971 - [c64]Dawid Polap, Antoni Jaszcz, Katarzyna Prokop:
Generating synthetic data using GANs fusion in the digital twins model for sonars. IJCNN 2024: 1-6 - [c63]Dawid Polap, Antoni Jaszcz, Gautam Srivastava:
Dual-Encoding Y-ResNet for generating a lens flare effect in images. IJCNN 2024: 1-7 - 2023
- [j53]Dawid Polap
Bilinear Pooling With Poisoning Detection Module for Automatic Side Scan Sonar Data Analysis. IEEE Access 11: 72477-72484 (2023) - [j52]Dawid Polap
Hybrid image analysis model for hashtag recommendation through the use of deep learning methods. Expert Syst. Appl. 229(Part B): 120566 (2023) - [j51]Wei Wei
Spline Interpolation and Deep Neural Networks as Feature Extractors for Signature Verification Purposes. IEEE Internet Things J. 10(3): 2152-2161 (2023) - [j50]Katarzyna Prokop
Blockchain-based federated learning with checksums to increase security in Internet of Things solutions. J. Ambient Intell. Humaniz. Comput. 14(5): 4685-4694 (2023) - [j49]Feng Xue, Dawid Polap
Detail Feature Inpainting of Art Images in Online Educational Videos based on Double Discrimination Network. Mob. Networks Appl. 28(3): 936-949 (2023) - [j48]Marta Wlodarczyk-Sielicka
Spatial Visualization Based on Geodata Fusion Using an Autonomous Unmanned Vessel. Remote. Sens. 15(7): 1763 (2023) - [c62]Katarzyna Prokop
AGV Quality of Service Throughput Prediction via Neural Networks. IEEE Big Data 2023: 2493-2498 - [c61]Dawid Polap
Lightweight CNN based on Spatial Features for a Vehicular Damage Detection System. IEEE Big Data 2023: 5097-5101 - [c60]Dawid Polap
Federated Heuristic Optimization Based on Fuzzy Clustering and Red Fox Optimization Algorithm. FUZZ 2023: 1-6 - [c59]Dawid Polap
Fuzzy Analysis for Consensus in Federated Learning with Simulated Heuristic Attacks. FUZZ 2023: 1-6 - [c58]Dawid Polap
Decentralized Federated Learning Loop with Constrained Trust Mechanism. ICAISC (1) 2023: 193-202 - [c57]M. K. Nallakaruppan, Gautam Srivastava, Thippa Reddy Gadekallu, M. Praveen Kumar Reddy, Sivarama Krishnan, Dawid Polap
Child Tracking and Prediction of Violence on Children In Social Media Using Natural Language Processing and Machine Learning. ICAISC (1) 2023: 560-569 - 2022
- [j47]Binbin Yong, Wei Wei, Kuan-Ching Li
Ensemble machine learning approaches for webshell detection in Internet of things environments. Trans. Emerg. Telecommun. Technol. 33(6) (2022) - [j46]Yue Hou, Xin Zheng, Chengyan Han, Wei Wei, Rafal Scherer, Dawid Polap
Deep Learning Methods in Short-Term Traffic Prediction: A Survey. Inf. Technol. Control. 51(1): 139-157 (2022) - [j45]Antoni Jaszcz
AIMM: Artificial Intelligence Merged Methods for flood DDoS attacks detection. J. King Saud Univ. Comput. Inf. Sci. 34(10 Part A): 8090-8101 (2022) - [j44]Chong-gao Chen, Dawid Polap
Design of action correction assistant system in physical education teaching and training based on .NET platform. Mob. Networks Appl. 27(3): 1228-1239 (2022) - [j43]Dawid Polap
A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity. Neural Comput. Appl. 34(16): 13187-13200 (2022) - [j42]Dawid Polap
A hybridization of distributed policy and heuristic augmentation for improving federated learning approach. Neural Networks 146: 130-140 (2022) - [j41]Xiaolin Liu, Congjin Xie, Dawid Polap
An Evaluation method for teaching effect of information technology integrated engineering management course based on data clustering. EAI Endorsed Trans. Scalable Inf. Syst. 9(5): e4 (2022) - [j40]Dawid Polap
Side-Scan Sonar Analysis Using ROI Analysis and Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60: 1-8 (2022) - [c56]Katarzyna Prokop
Neuro-heuristic Pallet Detection for Automated Guided Vehicle Navigation. IEEE Big Data 2022: 6325-6331 - [c55]Dawid Polap
Automatic fuzzy parameter tuning for neural network models. FUZZ-IEEE 2022: 1-5 - [c54]Antoni Jaszcz
Human-AI Collaboration to Increase the Perception of VR. ICAISC (1) 2022: 51-60 - 2021
- [j39]Dawid Polap
Fuzzy Consensus With Federated Learning Method in Medical Systems. IEEE Access 9: 150383-150392 (2021) - [j38]Dawid Polap
Meta-heuristic as manager in federated learning approaches for image processing purposes. Appl. Soft Comput. 113(Part): 107872 (2021) - [j37]Dawid Polap
Red fox optimization algorithm. Expert Syst. Appl. 166: 114107 (2021) - [j36]Dawid Polap
Agent architecture of an intelligent medical system based on federated learning and blockchain technology. J. Inf. Secur. Appl. 58: 102748 (2021) - [j35]Dawid Polap
Neural image reconstruction using a heuristic validation mechanism. Neural Comput. Appl. 33(17): 10787-10797 (2021) - [j34]Marcin Wozniak
Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network. IEEE Trans. Ind. Informatics 17(3): 2101-2111 (2021) - [c53]Dawid Polap
Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. CEC 2021: 666-672 - [c52]Mariusz Pleszczynski
Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. CEC 2021: 681-687 - [c51]Dawid Polap
Image features extractor based on hybridization of fuzzy controller and meta-heuristic. FUZZ-IEEE 2021: 1-6 - [c50]Jimmy Ming-Tai Wu, Gautam Srivastava, Jerry Chun-Wei Lin
Mining of High-Utility Patterns in Big IoT Databases. ICAISC (2) 2021: 205-216 - [c49]Dawid Polap
Federated Learning Model with Augmentation and Samples Exchange Mechanism. ICAISC (1) 2021: 214-223 - [c48]Jimmy Ming-Tai Wu, Zhongcui Li, Youcef Djenouri, Dawid Polap
A Graphic CNN-LSTM Model for Stock Price Predication. ICAISC (1) 2021: 258-268 - 2020
- [j33]Dawid Polap
An adaptive genetic algorithm as a supporting mechanism for microscopy image analysis in a cascade of convolution neural networks. Appl. Soft Comput. 97(Part B): 106824 (2020) - [j32]Robertas Damasevicius, Rytis Maskeliunas
Intelligent automation of dental material analysis using robotic arm with Jerk optimized trajectory. J. Ambient Intell. Humaniz. Comput. 11(12): 6223-6234 (2020) - [j31]Marcin Wozniak
Soft trees with neural components as image-processing technique for archeological excavations. Pers. Ubiquitous Comput. 24(3): 363-375 (2020) - [j30]Dawid Polap
Classification of Non-Conventional Ships Using a Neural Bag-Of-Words Mechanism. Sensors 20(6): 1608 (2020) - [j29]Giacomo Capizzi
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning. IEEE Trans. Fuzzy Syst. 28(6): 1178-1189 (2020) - [j28]Marcin Wozniak
Intelligent Home Systems for Ubiquitous User Support by Using Neural Networks and Rule-Based Approach. IEEE Trans. Ind. Informatics 16(4): 2651-2658 (2020) - [c47]Marta Wlodarczyk-Sielicka
Interpolation merge as augmentation technique in the problem of ship classification. FedCSIS 2020: 443-446 - [c46]Marcin Korytkowski
Efficient Visual Classification by Fuzzy Rules. FUZZ-IEEE 2020: 1-6 - [c45]Dawid Polap
Multi-agent Architecture for Internet of Medical Things. ICAISC (2) 2020: 49-58 - [c44]Alicja Winnicka, Karolina Kesik, Dawid Polap
SURF Algorithm with Convolutional Neural Network as Face Recognition Technique. ICAISC (2) 2020: 95-102 - [c43]Olusola Oluwakemi Abayomi-Alli
Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX Network. ICAISC (1) 2020: 702-711 - [c42]Dawid Polap
Encoder-Decoder Based CNN Structure for Microscopic Image Identification. ICONIP (1) 2020: 301-312 - [c41]Zongwen Bai, Ying Li, Meili Zhou, Di Li, Dong Wang, Dawid Polap
Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering. IJCNN 2020: 1-8 - [c40]Dawid Polap
Blockchain Technology and Neural Networks for the Internet of Medical Things. INFOCOM Workshops 2020: 508-513 - [c39]Dawid Polap
Collaborative learning with taboos for machine learning methods in big data problems. SSCI 2020: 435-441
2010 – 2019
- 2019
- [j27]Dawid Polap
Analysis of Skin Marks Through the Use of Intelligent Things. IEEE Access 7: 149355-149363 (2019) - [j26]Dawid Polap
Bio-inspired voice evaluation mechanism. Appl. Soft Comput. 80: 342-357 (2019) - [j25]Qiao Ke
A neuro-heuristic approach for recognition of lung diseases from X-ray images. Expert Syst. Appl. 126: 218-232 (2019) - [j24]Wei Wei, Bin Zhou, Dawid Polap
A regional adaptive variational PDE model for computed tomography image reconstruction. Pattern Recognit. 92: 64-81 (2019) - [j23]Alicja Winnicka, Karolina Kesik, Dawid Polap
A Multi-Agent Gamification System for Managing Smart Homes. Sensors 19(5): 1249 (2019) - [j22]Marta Wlodarczyk-Sielicka
Automatic Classification Using Machine Learning for Non-Conventional Vessels on Inland Waters. Sensors 19(14): 3051 (2019) - [j21]Bin Zhou
Multi-Level Features Extraction for Discontinuous Target Tracking in Remote Sensing Image Monitoring. Sensors 19(22): 4855 (2019) - [j20]Andrius Lauraitis, Rytis Maskeliunas
A Smartphone Application for Automated Decision Support in Cognitive Task Based Evaluation of Central Nervous System Motor Disorders. IEEE J. Biomed. Health Informatics 23(5): 1865-1876 (2019) - [c38]Alicja Winnicka, Karolina Kesik, Dawid Polap
Signature analysis system using a convolutional neural network. FedCSIS 2019: 287-290 - [c37]Mindaugas Vasiljevas, Robertas Damasevicius, Dawid Polap
Gamification of Eye Exercises for Evaluating Eye Fatigue. ICAISC (2) 2019: 104-114 - [c36]Wei Wei, Bin Zhou, Rytis Maskeliunas
Iterative Design and Implementation of Rapid Gradient Descent Method. ICAISC (1) 2019: 530-539 - [c35]Dawid Polap
Bacteria shape classification by the use of region covariance and Convolutional Neural Network. IJCNN 2019: 1-7 - [c34]Dawid Polap
Acceleration of data handling in neural networks by using cascade classification model. SSCI 2019: 917-923 - [e2]Robertas Damasevicius, Tomas Krilavicius, Audrius Lopata, Dawid Polap, Marcin Wozniak:
Proceedings of the International Conference on Information Technologies, IVUS 2019, Kaunas, Lithuania, April 25, 2019. CEUR Workshop Proceedings 2470, CEUR-WS.org 2019 [contents] - [e1]Giacomo Capizzi, Robertas Damasevicius, Dawid Polap, Marcin Wozniak:
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 30, 2019. CEUR Workshop Proceedings 2468, CEUR-WS.org 2019 [contents] - 2018
- [j19]Marcin Wozniak
Small lung nodules detection based on local variance analysis and probabilistic neural network. Comput. Methods Programs Biomed. 161: 173-180 (2018) - [j18]Zbigniew Marszalek
Fully Flexible Parallel Merge Sort for Multicore Architectures. Complex. 2018: 8679579:1-8679579:19 (2018) - [j17]Marcin Wozniak
Automated fluorescence microscopy image analysis of Pseudomonas aeruginosa bacteria in alive and dead stadium. Eng. Appl. Artif. Intell. 67: 100-110 (2018) - [j16]Marcin Wozniak
Heat production optimization using bio-inspired algorithms. Eng. Appl. Artif. Intell. 76: 185-201 (2018) - [j15]Dawid Polap
Multi-threaded learning control mechanism for neural networks. Future Gener. Comput. Syst. 87: 16-34 (2018) - [j14]Marcin Wozniak
Object detection and recognition via clustered features. Neurocomputing 320: 76-84 (2018) - [j13]Edvinas Danevicius, Rytis Maskeliunas
A Soft Body Physics Simulator with Computational Offloading to the Cloud. Inf. 9(12): 318 (2018) - [j12]Dawid Polap
Human-machine interaction in intelligent technologies using the augmented reality. Inf. Technol. Control. 47(4): 691-703 (2018) - [j11]Dawid Polap:
Model of Identity Verification Support System Based on Voice and Image Samples. J. Univers. Comput. Sci. 24(4): 460-474 (2018) - [j10]Marcin Wozniak, Dawid Polap, Robertas Damasevicius, Wei Wei:
Design of Computational Intelligence-based Language Interface for Human-Machine Secure Interaction. J. Univers. Comput. Sci. 24(4): 537-553 (2018) - [j9]Marcin Wozniak
Adaptive neuro-heuristic hybrid model for fruit peel defects detection. Neural Networks 98: 16-33 (2018) - [j8]Dawid Polap
An Intelligent System for Monitoring Skin Diseases. Sensors 18(8): 2552 (2018) - [j7]Marcin Wozniak
Bio-inspired methods modeled for respiratory disease detection from medical images. Swarm Evol. Comput. 41: 69-96 (2018) - [c33]Dawid Polap
Voice control in mixed reality. FedCSIS 2018: 497-500 - [c32]Kamil Ksiazek
The impact of parallel programming on faster image filtering. FedCSIS 2018: 545-550 - [c31]Adomas Ivanovas, Armantas Ostreika
Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle. ICAISC (1) 2018: 58-69 - [c30]Grazia Lo Sciuto
Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm. ICAISC (2) 2018: 711-722 - [c29]Dawid Polap
The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games. ICIST 2018: 293-302 - [c28]Dawid Polap
Accident Prevention System During Immersion in Virtual Reality. MISSI 2018: 565-573 - [c27]Wei Wei, Dawid Polap
Study on Remote Sensing Image Vegetation Classification Method Based on Decision Tree Classifier. SSCI 2018: 2292-2297 - [c26]Dawid Polap
Chest radiographs segmentation by the use of nature-inspired algorithm for lung disease detection. SSCI 2018: 2298-2303 - 2017
- [j6]Marcin Wozniak
Application of Bio-Inspired Methods in Distributed Gaming Systems. Inf. Technol. Control. 46(1): 150-164 (2017) - [j5]Dawid Polap
The Use of Wavelet Transformation in Conjunction with a Heuristic Algorithm as a Tool for Feature Extraction from Signals. Inf. Technol. Control. 46(3): 372-381 (2017) - [j4]Marcin Wozniak
Hybrid neuro-heuristic methodology for simulation and control of dynamic systems over time interval. Neural Networks 93: 45-56 (2017) - [j3]Dawid Polap
Obstacle Detection as a Safety Alert in Augmented Reality Models by the Use of Deep Learning Techniques. Sensors 17(12): 2803 (2017) - [j2]Dawid Polap
Polar Bear Optimization Algorithm: Meta-Heuristic with Fast Population Movement and Dynamic Birth and Death Mechanism. Symmetry 9(10): 203 (2017) - [c25]Dawid Polap
Extraction of specific data from a sound sample by removing additional distortion. FedCSIS 2017: 353-356 - [c24]Giacomo Capizzi
Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network. FedCSIS 2017: 601-606 - [c23]Shiran Nabha Barnea
Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network. ICAISC (2) 2017: 378-389 - [c22]Grazia Lo Sciuto
Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier. ICAISC (2) 2017: 518-532 - [c21]Dawid Polap
Extraction and Analysis of Voice Samples Based on Short Audio Files. ICIST 2017: 422-431 - [c20]Dawid Polap
Detection of Important Features from Images Using Heuristic Approach. ICIST 2017: 432-441 - [c19]Taurius Petraitis, Rytis Maskeliunas
Environment Recognition based on Images using Bag-of-Words. IJCCI 2017: 166-176 - [c18]Taurius Petraitis, Rytis Maskeliunas
Environment Scene Classification Based on Images Using Bag-of-Words. IJCCI (Selected Papers) 2017: 281-303 - [c17]Francesco Beritelli, Giacomo Capizzi
A Neural Network Pattern Recognition Approach to Automatic Rainfall Classification by Using Signal Strength in LTE/4G Networks. IJCRS (2) 2017: 505-512 - [c16]Kamil Ksiazek
Radiation heat transfer optimization by the use of modified ant lion optimizer. SSCI 2017: 1-7 - [c15]Dawid Polap
Lung segmentation on x-ray images with neural validation. SSCI 2017: 1-7 - [c14]Dawid Polap
Image approach to voice recognition. SSCI 2017: 1-7 - 2016
- [j1]Marcin Wozniak
Graphic object feature extraction system based on Cuckoo Search Algorithm. Expert Syst. Appl. 66: 20-31 (2016) - [c13]Dawid Polap
Neuro-heuristic voice recognition. FedCSIS 2016: 487-490 - [c12]Nella Romano, Antony Scivoletto, Dawid Polap
A Real-Time Audio Compression Technique Based on Fast Wavelet Filtering and Encoding. FedCSIS 2016: 497-502 - [c11]Marcin Wozniak
Toward adaptive heuristic video frames capturing and correction in real-time. FedCSIS 2016: 849-852 - [c10]Dawid Polap
Introduction to the Model of the Active Assistance System for Elder and Disabled People. ICIST 2016: 392-403 - [c9]Marcin Wozniak
On manipulation of initial population search space in heuristic algorithm through the use of parallel processing approach. SSCI 2016: 1-6 - [c8]Dawid Polap:
Automatic System to Improve Quality of 2D Images Based on Kohonen Classifier. SYSTEM 2016: 57-64 - [i3]Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana:
Is swarm intelligence able to create mazes? CoRR abs/1601.06580 (2016) - [i2]Marcin Wozniak, Dawid Polap, Grzegorz Borowik, Christian Napoli:
A First Attempt to Cloud-Based User Verification in Distributed System. CoRR abs/1601.07446 (2016) - 2015
- [c7]Marcin Wozniak
Can We Process 2D Images Using Artificial Bee Colony? ICAISC (1) 2015: 660-671 - [c6]Dawid Polap
Is the Colony of Ants Able to Recognize Graphic Objects? ICIST 2015: 376-387 - [c5]Marcin Wozniak
Novel approach toward medical signals classifier. IJCNN 2015: 1-7 - [c4]Marcin Wozniak
A Novel Approach Toward X-RAY Images Classifier. SSCI 2015: 1635-1641 - [c3]Dawid Polap:
Designing Mazes For 2D Games by Artificial Ant Colony Algorithm. SYSTEM 2015: 63-70 - 2014
- [c2]Christian Napoli
Simplified firefly algorithm for 2D image key-points search. CIHLI 2014: 118-125 - [c1]Marcin Wozniak, Dawid Polap:
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 2014: 157-164 - [i1]Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak:
Simplified firefly algorithm for 2D image key-points search. CoRR abs/1412.6464 (2014)
Coauthor Index
[j51] [j47] [j43] [j42] [j38] [j37] [j34] [c53] [c52] [c51] [c49] [j32] [j31] [j29] [j28] [c46] [c45] [c44] [c42] [c41] [c39] [j26] [j25] [j24] [j23] [j21] [j20] [c37] [c36] [c35] [c34] [e2] [e1] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j10] [j9] [j8] [j7] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [j6] [j5] [j4] [j3] [j2] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [j1] [c11] [c10] [c9] [i3] [i2] [c7] [c6] [c5] [c4] [c2] [c1] [i1]
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