Kierownik:
Członkowie zespołu:
Submitted
Hard hat wearing detection based on head keypoint localization. arXiv:2106.10944. .
Submitted.
2022
Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation. 21st International Conference on Image Analysis and Processing. 13231 .
2022.
A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method. Elsevier, Biomedical Signal Processing and Control. 72
(2.11 MB) .
2022.

Discovering spatial-temporal patterns via complex networks in investigating COVID-19 pandemic in the United States. Sustainable Cities and Society. 77 .
2022.
Value Proposition for Enabling Construction Project Innovation by Applying Building Information Modeling. Computational Intelligence and Neuroscience. 2022 .
2022.
Energy-Aware Algorithm for Assignment of Relays in LPWAN. Transactions on Sensor Networks. 18(4) .
2022.
An optimizing method for performance and resource utilization in quantum machine learning circuits.. Scientific Reports. 12(1) .
2022.
Graph Convolutional Network with Triplet Attention learning for Person Re-Identification.. Information Sciences. .
2022.
Association of left atrial enlargement and increased left ventricular wall thickness with arrhythmia recurrence after cryoballoon ablation for atrial fibrillation.. Kardiologia Polska (Polish Heart Journal). .
2022.
Artificial intelligence analysis of ECG signals to predict arrhythmia recurrence after cryoballoon ablation of atrial fibrillation.. European Heart Journal. 43 .
2022.
BAED: A secured biometric authentication system using ECG signal based on deep learning techniques.. Biocybernetics and Biomedical Engineering. 42 .
2022.
Automatic semantic segmentation for dental restorations in panoramic radiography images using U-Net model.. International Journal of Imaging Systems and Technology. 32 .
2022.
An Efficient Deep Learning Approach for Colon Cancer Detection. Applied Sciences. 12 .
2022.
Reordering and Partitioning of Distributed Quantum Circuits.. IEEE Access. 10 .
2022.
A novel end-to-end deep learning approach for cancer detection based on microscopic medical images.. Biocybernetics and Biomedical Engineering. 42 .
2022.
Signal-piloted processing metaheuristic optimization and wavelet decomposition based elucidation of arrhythmia for mobile healthcare. Biocybernetics and Biomedical Engineering.. 42 .
2022.
NCA-GA-SVM: A new two-level feature selection method based on neighborhood component analysis and genetic algorithm in hepatocellular carcinoma fatality prognosis. International Journal for Numerical Methods in Biomedical Engineering. 38 .
2022.
A novel model to optimize multiple imputation algorithm for missing data using evolution methods.. Biomedical Signal Processing and Control. 76 .
2022.
Design of a Gabor Filter-Based Image Denoising Hardware Model. Electronics. 11 .
2022.
EEG based alcoholism detection by oscillatory modes decomposition second order difference plots and machine learning.. Biocybernetics and Biomedical Engineering. 42 .
2022.
Real-Time Hand Gesture Recognition Using Fine-Tuned Convolutional Neural Network.. Sensors. 22 .
2022.
Transfer learning techniques for medical image analysis: A review. Biocybernetics and Biomedical Engineering. 42 .
2022.
Cancelable ECG biometric based on combination of deep transfer learning with DNA and amino acid approaches for human authentication.. Information Sciences. 585 .
2022.
A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method.. Biomedical Signal Processing and Control. 72 .
2022.
Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering. Asian Conference on Intelligent Information and Database Systems. 1716 .
2022.
2021
ResNet‐Attention model for human authentication using ECG signals. Wiley, Expert Systems. 38(6):e12547.
(2.75 MB) .
2021.

A dataset for evaluating blood detection in hyperspectral images. Forensic Science International. 320 .
2021.
Flexibility Analysis of Adaptive Data Rate Algorithm in LoRa Networks. IEEE IWCMC 2021 - 17th Int. Wireless Communications & Mobile Computing Conference. .
2021.
Artificial Intelligence in Construction Engineering and Management. Lecture Notes in Civil Engineering. 163:XI,263. .
2021.
Ensemble learning techniques for transmission quality classification in Pay&Require multi-layer network. International Journal of Applied Mathematics and Computer Science. 31(1)
(1.01 MB) .
2021.

Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals. Springer, Multimedia Tools and Applications .
(1.58 MB) .
2021.

Development of accurate classification of heavenly bodies using novel machine learning techniques. Springer, Soft Computing. 25(2021) .
2021.
Automated detection of shockable ECG signals: A review. Elsevier, Information Sciences.
(3.76 MB) .
2021.

Transmission Quality Classification with Use of Fusion of Neural Network and Genetic Algorithm in Pay&Require Multi-Agent Managed Network. MDPI, Sensors. 21
(503.51 KB) .
2021.

Comparison of various approaches to combine logistic regression with genetic algorithms in survival prediction of hepatocellular carcinoma. Elsevier, Computers in Biology and Medicine. 134
(4.14 MB) .
2021.

Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease. Wiley, Expert Systems. 38
(1.69 MB) .
2021.

Finicky transfer learning—A method of pruning convolutional neural networks for cracks classification on edge devices. Computer-Aided Civil And Infrastructure Engineering. 37(4) .
2021.
Green Building Construction Cost Surcharge: An Overview. Journal of Architectural Engineering. 27 .
2021.
Discovering optimal strategies for mitigating COVID-19 spread using machine learning: Experience from Asia. Sustainable cities and society. 75 .
2021.
Sustainable building material selection: An integrated multi-criteria large group decision making framework. Applied Soft Computing. 113, Part A .
2021.
Comprehensive analysis of state-of-the-art contractor selection models in construction environment-A critical review and future call. Socio-Economic Planning Sciences. .
2021.
Factors Affecting 3D Printing Technology Adaptation in Construction. Journal of Construction Engineering and Management. 147 .
2021.
A Review of Building Construction Cost Research: Current Status, Gaps and Green Buildings. Green Building & Construction Economics. .
2021.
The early warning system for determining the “not in My Back Yard” of heavy pollution projects based on public perception. Journal of Cleaner Production. 282 .
2021.
Wireless Sensor Network-Based Monitoring of Bridge Pile Foundations for Detecting Scouring Depth. Journal of Marine Science and Technology. 29 .
2021.
Smartphone-Based Human Sitting Behaviors Recognition Using Inertial Sensor. MDPI, Sensors. 21(19) .
2021.
A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs. Elsevier, Knowledge-Based Systems. 231
(3.12 MB) .
2021.

BARF: A new direct and cross-based binary residual feature fusion with uncertainty-aware module for medical image classification. Elsevier, Information Sciences. 577
(4.62 MB) .
2021.

Connectivity matrix model of quantum circuits and its application to distributed quantum circuit optimization. Springer, Quantum Information Processing. 20
(2.21 MB) .
2021.

Advances in applicable deep-learning based defect detection. 2nd Workshop on Engineering Optimization – WEO 2021.
(377.77 KB) .
2021.

A hybrid CNN-SVM approach with dynamic time warping for time series classification. 8th International Conference on Mathematics and Informatics. .
2021.
2020
Effective Training of Deep Convolutional Neural Networks for Hyperspectral Image Classification through Artificial Labeling. Remote Sensing. 12(16) .
2020.
Anomaly detection in hyperspectral remote sensing images. Hyperspectral Remote Sensing: Theory & Applications. .
2020.
DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring. Elsevier, Information Sciences. 516:401-418.
(1.21 MB) .
2020.

Developing a corporate social responsibility framework for sustainable construction using partial least squares structural equation modeling. Technological and Economic Development of Economy. 26:186–212. .
2020.
A mixed solution-based high agreement filtering method for class noise detection in binary classification. Elsevier, Physica A: Statistical Mechanics and its Applications. :124219.
(5.51 MB) .
2020.

Ensemble residual network-based gender and activity recognition method with signals. Journal of Supercomputing. 76(2020):2119–2138.
(2.74 MB) .
2020.

Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach. Elsevier, Pattern Recognition Letters. 133:33-40.
(913.08 KB) .
2020.

Clustering of designers based on building information modeling event logs. Computer-Aided Civil and Infrastructure Engineering. 35(7) .
2020.
On transient queue-size distribution in a finite-buffer model with threshold waking and early setup policy. Performance Evaluation. 140-141 .
2020.
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries. Wiley, Expert Systems.
(2.36 MB) .
2020.

Bid evaluation in civil construction under uncertainty: A two-stage LSP-ELECTRE III-based approach. Engineering Applications of Artificial Intelligence. 94:103835. .
2020.
BIM-enabled construction innovation through collaboration: a mixed-methods systematic review. Engineering, Construction and Architectural Management. .
2020.
Machine learning techniques for transmission parameters classification in multi-agent managed network. 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID).
(877.3 KB) .
2020.

A novel facial image recognition method based on perceptual hash using quintet triple binary pattern. Multimedia Tools and Applications. 79(39):29573-29593.
(1.69 MB) .
2020.

Development of novel ensemble model using stacking learning and evolutionary computation techniques for automated hepatocellular carcinoma detection. Biocybernetics and Biomedical Engineering. 40(4):1512-1524.
(1.1 MB) .
2020.

Exploring driving factors of smart city development under the physical-human society-cyber (PHC) space model. International Journal of Construction Management. :1–11. .
2020.
Assessment of Terrorism Risk to Critical Infrastructures: The Case of a Power-Supply Substation. Applied Sciences. 10:7162. .
2020.
Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks. Sensors. 20(Recent Advances in Multi- and Hyperspectral Image Analysis) .
2020.
Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images. Animals. 10(12):2201. .
2020.
Measuring value-added-oriented BIM climate in construction projects: dimensions and indicators. Journal of Civil Engineering and Management. 26:800–818.
(1.01 MB) .
2020.

2019
A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification. IEEE Geoscience and Remote Sensing Letters. 16:467-471. .
2019.
Human dynamics in near-miss accidents resulting from unsafe behavior of construction workers. Physica A: Statistical Mechanics and its Applications. 530:121495. .
2019.
Construction automation and robotics for high-rise buildings over the past decades: A comprehensive review. Advanced Engineering Informatics. 42:100989. .
2019.
Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. PP-RAI'2019. :p.121. .
2019.
Unsupervised deep learning approach to hyperspectral anomaly detection. PP-RAI'2019. .
2019.
A non-centralized adaptive method for dynamic planning of construction components storage areas. Advanced Engineering Informatics. 39:80-94. .
2019.
Excavation Safety Modeling Approach Using BIM and VPL. Advances in Civil Engineering. 2019 .
2019.
Process-Based Identification of Critical Factors for Residual Value Risk in China's Highway PPP Projects. Advances in Civil Engineering. 2019 .
2019.
Examining sustainability indicators of space management in elderly Facilities—a case study in China. Journal of cleaner production. 208:144–159. .
2019.
Modeling face reliability in tunneling: A copula approach. Computers and Geotechnics. 109:272–286. .
2019.
Hybrid recommendation approach for behavior modification in the Chinese construction industry. Journal of Construction Engineering and Management. 145:04019035. .
2019.
Operation performance measurement of public rental housing delivery by PPPS with fuzzy-AHP comprehensive evaluation. International Journal of Strategic Property Management. 23:328–353. .
2019.
Visibility graph analysis on time series of shield tunneling parameters based on complex network theory. Tunnelling and Underground Space Technology. 89:10–24. .
2019.
Simulation-based dynamic adjustments of prices and subsidies for transportation PPP projects based on stakeholders’ satisfaction. Transportation. 46:2309–2345. .
2019.
Optimal Strategy to Mitigate Tunnel-Induced Settlement in Soft Soils: Simulation Approach. Journal of Performance of Constructed Facilities. 33:04019058. .
2019.
Structural health monitoring and assessment using wavelet packet energy spectrum. Safety Science. 120:652–665. .
2019.
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. MDPI Sensors. 19:5079. .
2019.
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. MDPI, Sensors. 23(19):5079.
(1.3 MB) .
2019.

2018
Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns. Forensic Science International. 290 .
2018.
Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data. Computer and Information Sciences. .
2018.
Matrix and Tensor-Based Approximation of 3D Face Animations from Low-Cost Range Sensors. Computer and Information Sciences. .
2018.
Automatic pigment identification from hyperspectral data. Journal of Cultural Heritage. 31:1-12. .
2018.
2017
Quantum hidden Markov models based on transition operation matrices. Quantum Information Processing. 16:101. .
2017.
Optimization strategies to eliminate interface conflicts in complex study chains of construction projects. Journal of Civil Engineering and Management. 23(6):712-726. .
2017.
A Market Equilibrium Supply Chain Model for Supporting Self-Manufacturing or Outsourcin Decisions in Prefabricated Construction. Sustainability . 9(11):1-18. .
2017.
An improved Dempster–Shafer approach to construction safety risk perception. Knowledge-Based Systems. 132:30-46. .
2017.
Characterizing time series of near-miss accidents in metro construction via complex network theory. Safety Science. 98:145-158. .
2017.
Risk-based estimate for operational safety in complex projects under uncertainty,. Applied Soft Computing. 54:108–120. .
2017.
Identifying Critical Factors Influencing the Rents of Public Rental Housing Delivery by PPPs: The Case of Nanjing. Sustainability. 9(3):1-22. .
2017.
2016
Parameter Estimation for HOSVD-based Approximation of Temporally Coherent Mesh Sequences. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. .
2016.
Semi-supervised hyperspectral classification from a small number of training samples using a co-training approach. ISPRS Journal of Photogrammetry and Remote Sensing. 121:60-76. .
2016.
Towards a Fuzzy Bayesian Network Based Approach for Safety Risk Analysis of Tunnel-Induced Pipeline Damage. Risk Analysis. 36:278–301. .
2016.
Reliability performance of wireless sensor networks for civil infrastructure – Part II: prediction and verification. Journal of Civil Engineering and Management. 22:243-253. .
2016.
Bim-Based Risk Identification System in tunnel construction. Journal of Civil Engineering and Management. 22:529-539. .
2016.
Two Stage SVM Classification for Hyperspectral Data. Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM. .
2016.
Performance of Interest Point Descriptors on Hyperspectral Images. Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 3: VISAPP. .
2016.
2015
Classification of LPG clients using the Hurst exponent and the correlation coeficient. Theoretical and Applied Informatics. 27(1):13–24. .
2015.
Experimental Evaluation of Selected Approaches to Covariance Matrix Regularization. Artificial Intelligence and Soft Computing. 9120:391-401. .
2015.
Developing a cloud model based risk assessment methodology for tunnel- induced damage to existing pipelines. Stochastic Environmental Research and Risk Assessment. 29(2):513-526. .
2015.
Conservation of historical buildings in tunneling environments: Case study of Wuhan Metro construction in China. Construction and Building Materials. 82:310-322. .
2015.
How to protect historical buildings against tunnel-induced damage: A case study in China. . Journal of Cultural Heritage. 16(6):904-911. .
2015.
Prospective safety performance evaluation on construction sites. Accident Analysis & Prevention. 78:58-72. .
2015.
A Dynamic Decision Approach for Risk Analysis in Complex Projects. Journal of Intelligent & Robotic Systems. 79(3-4):591-601. .
2015.
A dynamic Bayesian network based approach to safety decision support in tunnel construction. Reliability Engineering and System Safety. 134:157–168. .
2015.
Dynamic risk analysis for adjacent buildings in tunneling environments: a Bayesian network based approach. Stochastic Enveronmental Research and Risk Assessment. 29:1447–1461. .
2015.
Information and communication technology applications in architecture, engineering, and construction organizations: a 15 year review. Journal of Management in Engineering. 31 .
2015.
2014
Dimensionality reduction of dynamic animations using HO-SVD. Lecture Notes in Artificial Intelligence. 8467:757–768. .
2014.
Surface Mixture Models for the Optimization of Object Boundary Representation. Artificial Intelligence and Soft Computing, Lecture Notes in Computer Science 8467. :703–714. .
2014.
Natural hand gestures for human identification in a Human-Computer Interface. Image Processing Theory Tools and Applications (IPTA), 2014 4th International Conference on. :404–409. .
2014.
Towards a safety management approach for adjacent buildings in tunneling environments: Case study in China. Building and Environment. 75:222–235. .
2014.
Safety management in tunnel construction: Case study of Wuhan metro construction in China. Safety Science. 62:8–15. .
2014.
A probabilistic approach for safety risk analysis in metro construction. Safety Science. 63:8–17. .
2014.
Bayesian-network-based safety risk analysis in construction project. Reliability Engineering and System Safety. 131:29–39. .
2014.
Web-based real time bridge scour monitoring system for disaster management.. Baltic Journal of Road and Bridge Engineering. 9:17–25. .
2014.
Information and communication technology applications in architecture, engineering, and construction organizations: A 15-years review.. Journal of Management in Engineering. 31 .
2014.
Organizational governance to integrate sustainability project: a case study.. Technological and Economic Development of Economy. 20:1–24. .
2014.
2013
Aplikacje Sieci Świadomej Treści. Inżynieria Internetu przyszłości część 2. .
2013.
Compression of animated 3D models using HO-SVD. arXiv:1310.1240. .
2013.
A novel model for risk assessment of adjacent buildings in tunneling environments. Building and Environment. 65:185–194. .
2013.
Decision support analysis for safety assurance in metro construction base on Fuzzy Bayesian Networks. Proceedings of the Creacive Construction 2013. :896–909. .
2013.
Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD. Journal of Artificial Intelligence and Soft Computing Research. 3:277–289. .
2013.
2012
Do we need complex models for gestures? A comparison of data representation and preprocessing methods for hand gesture recognition Artificial Intelligence and Soft Computing Lecture Notes in Computer Science 7267. :477–485. .
2012.
Aplikacje sieci świadomej treści. Przegląd telekomunikacyjny. :1491–1502. .
2012.
Estimation of the number of states for gesture recognition with Hidden Markov Models based on the number of critical points in time sequence. Pattern Recognition Letters. .
2012.
Choosing and Modeling the Hand Gesture Database for a Natural User Interface. Gesture and Sign Language in Human-Computer Interaction and Embodied Communication. .
2012.
2011
The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data. Computer Recognition Systems. 4:365–373. .
2011.
Virtual Museum as an Example of 3D Content Distribution in the Architecture of a Future Internet. Computer Networks 2011. Communications in Computer and Information Science 160.. :459–464. .
2011.
Eigengestures for natural human computer interface. Man-Machine Interactions 2. :49–56. .
2011.
Gesture data modeling and classification based on critical points approximation. Advances in Intelligent and Soft Computing, 2011, Volume 95, Computer Recognition Systems 4,. 95:365–373. .
2011.
Choosing and modeling hand gesture database for natural user interface. GW 2011: the 9th International Gesture in Embodied Communication and Human-Computer InteractionWorkshop. .
2011.
Unsupervised Parameter Selection for Gesture Recognition with Vector Quantization and Hidden Markov Models. Lecture Notes in Computer Science, Human-Computer Interaction – INTERACT. 6949 .
2011.
2010
Optimization of a Vector Quantizer's Quality for 3D Mesh Applications. Theoretical and Applied Informatics. 22:131–140. .
2010.
Progressive 3D meshes transmission: traffic generating and simulation evaluation. Theoretical and Applied Informatics. 22:247–259. .
2010.
2009
3D Mesh Approximation Using Vector Quantization. Advances in Soft Computing. 57/2009:71–78. .
2009.
3D Mesh Identification Using Random Walks and Hidden Markov Models. Image Processing & Communications Challenges. :302–308. .
2009.
Modeling of Internet 3D Traffic Using Hidden Markov Models. Advances in Intelligent and Soft Computing. 64 .
2009.
IMAGE CODING WITH CONTOURLET / WAVELET TRANSFORMS AND SPIHT ALGORITHM:AN EXPERIMENTAL STUDY. proc. of IMAGAPP 2009, International Conference on Imaging Theory and Applications, Lisboa, Portugal, 2009.. .
2009.
Detection of interest points on 3D data: extending the Harris operator. 6th International Conference on Computer Recognition Systems. .
2009.
Interaktywna kinezyterapia dzieci z płaskostopiem. Aktualne Problemy Biomechaniki. :211–214. .
2009.
Laboratory for the exploration of virtual 3D environments. Annual Report 2009. :57–59. .
2009.
2008
Transmission of scalable video streams. Proceedings from the 4th Euro-NGI Workshop on New trends in network architectures and services. .
2008.
Experimental rate distortion analysis of image coder with contourlet transform and SPIHT algorithm. Theoretical and Applied Informatics. .
2008.
2007
Context selection for efficient bit modeling of contourlet transform coefficients. Theoretical and Applied Informatics. 19:135–146. .
2007.
Image Language Terminal Symbols from Feature Analysis. IEEE International Workshop on Imaging Systems and Techniques – IST. .
2007.
Computer Recognition Systems 2. .
2007.
2006
2005
Analysis of fGn and http requests traces using localized multiscale H parameter estimation. Symposium on Applications & The Internet. .
2005.
Modeling Connection State with Kernel PCA. 2nd EuroNGI Workshop on New Trends in Modeling, Quantitative Methods and Measurements. .
2005.
2004
2002
Kształtowanie ruchu w routerach pracujących w systemie Linux. Studia Informatica. 23 .
2002.
Modelowanie stacji roboczych w sieci ATM przy użyciu symulatora OMNeT++. Studia Informatica. 23 .
2002.