Kierownik:
Członkowie zespołu:
Submitted
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Submitted. Hard hat wearing detection based on head keypoint localization. arXiv:2106.10944.
2022
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2022. Improving Autoencoder Training Performance for Hyperspectral Unmixing with Network Reinitialisation. 21st International Conference on Image Analysis and Processing. 13231
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2022. A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method. Elsevier, Biomedical Signal Processing and Control. 72
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(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
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2022. Value Proposition for Enabling Construction Project Innovation by Applying Building Information Modeling. Computational Intelligence and Neuroscience. 2022
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2022. Energy-Aware Algorithm for Assignment of Relays in LPWAN. Transactions on Sensor Networks. 18(4)
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2022. An optimizing method for performance and resource utilization in quantum machine learning circuits.. Scientific Reports. 12(1)
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2022. Graph Convolutional Network with Triplet Attention learning for Person Re-Identification.. Information Sciences.
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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).
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2022. Artificial intelligence analysis of ECG signals to predict arrhythmia recurrence after cryoballoon ablation of atrial fibrillation.. European Heart Journal. 43
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2022. BAED: A secured biometric authentication system using ECG signal based on deep learning techniques.. Biocybernetics and Biomedical Engineering. 42
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2022. Automatic semantic segmentation for dental restorations in panoramic radiography images using U-Net model.. International Journal of Imaging Systems and Technology. 32
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2022. An Efficient Deep Learning Approach for Colon Cancer Detection. Applied Sciences. 12
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2022. Reordering and Partitioning of Distributed Quantum Circuits.. IEEE Access. 10
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2022. A novel end-to-end deep learning approach for cancer detection based on microscopic medical images.. Biocybernetics and Biomedical Engineering. 42
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2022. Signal-piloted processing metaheuristic optimization and wavelet decomposition based elucidation of arrhythmia for mobile healthcare. Biocybernetics and Biomedical Engineering.. 42
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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
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2022. A novel model to optimize multiple imputation algorithm for missing data using evolution methods.. Biomedical Signal Processing and Control. 76
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2022. Design of a Gabor Filter-Based Image Denoising Hardware Model. Electronics. 11
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2022. EEG based alcoholism detection by oscillatory modes decomposition second order difference plots and machine learning.. Biocybernetics and Biomedical Engineering. 42
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2022. Real-Time Hand Gesture Recognition Using Fine-Tuned Convolutional Neural Network.. Sensors. 22
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2022. Transfer learning techniques for medical image analysis: A review. Biocybernetics and Biomedical Engineering. 42
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2022. Cancelable ECG biometric based on combination of deep transfer learning with DNA and amino acid approaches for human authentication.. Information Sciences. 585
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2022. A novel Discrete Wavelet-Concatenated Mesh Tree and ternary chess pattern based ECG signal recognition method.. Biomedical Signal Processing and Control. 72
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2022. Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering. Asian Conference on Intelligent Information and Database Systems. 1716
2021
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2021. ResNet‐Attention model for human authentication using ECG signals. Wiley, Expert Systems. 38(6):e12547. (2.75 MB)
(2.75 MB) .
2021. A dataset for evaluating blood detection in hyperspectral images. Forensic Science International. 320
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2021. Flexibility Analysis of Adaptive Data Rate Algorithm in LoRa Networks. IEEE IWCMC 2021 - 17th Int. Wireless Communications & Mobile Computing Conference.
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2021. Artificial Intelligence in Construction Engineering and Management. Lecture Notes in Civil Engineering. 163:XI,263.
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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)
(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)
(1.58 MB) .
2021. Development of accurate classification of heavenly bodies using novel machine learning techniques. Springer, Soft Computing. 25(2021)
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2021. Automated detection of shockable ECG signals: A review. Elsevier, Information Sciences. (3.76 MB)
(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)
(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)
(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)
(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)
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2021. Green Building Construction Cost Surcharge: An Overview. Journal of Architectural Engineering. 27
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2021. Discovering optimal strategies for mitigating COVID-19 spread using machine learning: Experience from Asia. Sustainable cities and society. 75
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2021. Sustainable building material selection: An integrated multi-criteria large group decision making framework. Applied Soft Computing. 113, Part A
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2021. Comprehensive analysis of state-of-the-art contractor selection models in construction environment-A critical review and future call. Socio-Economic Planning Sciences.
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2021. Factors Affecting 3D Printing Technology Adaptation in Construction. Journal of Construction Engineering and Management. 147
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2021. A Review of Building Construction Cost Research: Current Status, Gaps and Green Buildings. Green Building & Construction Economics.
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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
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2021. Wireless Sensor Network-Based Monitoring of Bridge Pile Foundations for Detecting Scouring Depth. Journal of Marine Science and Technology. 29
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2021. Smartphone-Based Human Sitting Behaviors Recognition Using Inertial Sensor. MDPI, Sensors. 21(19)
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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)
(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)
(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)
(2.21 MB) .
2021. Advances in applicable deep-learning based defect detection. 2nd Workshop on Engineering Optimization – WEO 2021. (377.77 KB)
(377.77 KB) .
2021. A hybrid CNN-SVM approach with dynamic time warping for time series classification. 8th International Conference on Mathematics and Informatics.
2020
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2020. Effective Training of Deep Convolutional Neural Networks for Hyperspectral Image Classification through Artificial Labeling. Remote Sensing. 12(16)
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2020. Anomaly detection in hyperspectral remote sensing images. Hyperspectral Remote Sensing: Theory & Applications.
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2020. DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring. Elsevier, Information Sciences. 516:401-418. (1.21 MB)
(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.
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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)
(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)
(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)
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2020. Clustering of designers based on building information modeling event logs. Computer-Aided Civil and Infrastructure Engineering. 35(7)
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2020. On transient queue-size distribution in a finite-buffer model with threshold waking and early setup policy. Performance Evaluation. 140-141
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2020. Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries. Wiley, Expert Systems. (2.36 MB)
(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.
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2020. BIM-enabled construction innovation through collaboration: a mixed-methods systematic review. Engineering, Construction and Architectural Management.
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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)
(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)
(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)
(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.
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2020. Assessment of Terrorism Risk to Critical Infrastructures: The Case of a Power-Supply Substation. Applied Sciences. 10:7162.
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2020. Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks. Sensors. 20(Recent Advances in Multi- and Hyperspectral Image Analysis)
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2020. Comparison of the Surface Thermal Patterns of Horses and Donkeys in Infrared Thermography Images. Animals. 10(12):2201.
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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)
(1.01 MB) 2019
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2019. A Spatial-Spectral Disagreement-Based Sample Selection With an Application to Hyperspectral Data Classification. IEEE Geoscience and Remote Sensing Letters. 16:467-471.
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2019. Human dynamics in near-miss accidents resulting from unsafe behavior of construction workers. Physica A: Statistical Mechanics and its Applications. 530:121495.
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2019. Construction automation and robotics for high-rise buildings over the past decades: A comprehensive review. Advanced Engineering Informatics. 42:100989.
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2019. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images. PP-RAI'2019. :p.121.
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2019. Unsupervised deep learning approach to hyperspectral anomaly detection. PP-RAI'2019.
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2019. A non-centralized adaptive method for dynamic planning of construction components storage areas. Advanced Engineering Informatics. 39:80-94.
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2019. Excavation Safety Modeling Approach Using BIM and VPL. Advances in Civil Engineering. 2019
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2019. Process-Based Identification of Critical Factors for Residual Value Risk in China's Highway PPP Projects. Advances in Civil Engineering. 2019
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2019. Examining sustainability indicators of space management in elderly Facilities—a case study in China. Journal of cleaner production. 208:144–159.
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2019. Modeling face reliability in tunneling: A copula approach. Computers and Geotechnics. 109:272–286.
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2019. Hybrid recommendation approach for behavior modification in the Chinese construction industry. Journal of Construction Engineering and Management. 145:04019035.
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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.
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2019. Visibility graph analysis on time series of shield tunneling parameters based on complex network theory. Tunnelling and Underground Space Technology. 89:10–24.
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2019. Simulation-based dynamic adjustments of prices and subsidies for transportation PPP projects based on stakeholders’ satisfaction. Transportation. 46:2309–2345.
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2019. Optimal Strategy to Mitigate Tunnel-Induced Settlement in Soft Soils: Simulation Approach. Journal of Performance of Constructed Facilities. 33:04019058.
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2019. Structural health monitoring and assessment using wavelet packet energy spectrum. Safety Science. 120:652–665.
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2019. Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. MDPI Sensors. 19:5079.
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2019. Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. MDPI, Sensors. 23(19):5079. (1.3 MB)
(1.3 MB) 2018
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2018. Application of hyperspectral imaging and Machine Learning methods for the detection of gunshot residue patterns. Forensic Science International. 290
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2018. Adaptive, Hubness-Aware Nearest Neighbour Classifier with Application to Hyperspectral Data. Computer and Information Sciences.
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2018. Matrix and Tensor-Based Approximation of 3D Face Animations from Low-Cost Range Sensors. Computer and Information Sciences.
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2018. Automatic pigment identification from hyperspectral data. Journal of Cultural Heritage. 31:1-12.
2017
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2017. Quantum hidden Markov models based on transition operation matrices. Quantum Information Processing. 16:101.
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2017. Optimization strategies to eliminate interface conflicts in complex study chains of construction projects. Journal of Civil Engineering and Management. 23(6):712-726.
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2017. A Market Equilibrium Supply Chain Model for Supporting Self-Manufacturing or Outsourcin Decisions in Prefabricated Construction. Sustainability . 9(11):1-18.
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2017. An improved Dempster–Shafer approach to construction safety risk perception. Knowledge-Based Systems. 132:30-46.
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2017. Characterizing time series of near-miss accidents in metro construction via complex network theory. Safety Science. 98:145-158.
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2017. Risk-based estimate for operational safety in complex projects under uncertainty,. Applied Soft Computing. 54:108–120.
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2017. Identifying Critical Factors Influencing the Rents of Public Rental Housing Delivery by PPPs: The Case of Nanjing. Sustainability. 9(3):1-22.
2016
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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.
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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.
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2016. Towards a Fuzzy Bayesian Network Based Approach for Safety Risk Analysis of Tunnel-Induced Pipeline Damage. Risk Analysis. 36:278–301.
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2016. Reliability performance of wireless sensor networks for civil infrastructure – Part II: prediction and verification. Journal of Civil Engineering and Management. 22:243-253.
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2016. Bim-Based Risk Identification System in tunnel construction. Journal of Civil Engineering and Management. 22:529-539.
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2016. Two Stage SVM Classification for Hyperspectral Data. Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM.
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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.
2015
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2015. Classification of LPG clients using the Hurst exponent and the correlation coeficient. Theoretical and Applied Informatics. 27(1):13–24.
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2015. Experimental Evaluation of Selected Approaches to Covariance Matrix Regularization. Artificial Intelligence and Soft Computing. 9120:391-401.
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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.
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2015. Conservation of historical buildings in tunneling environments: Case study of Wuhan Metro construction in China. Construction and Building Materials. 82:310-322.
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2015. How to protect historical buildings against tunnel-induced damage: A case study in China. . Journal of Cultural Heritage. 16(6):904-911.
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2015. Prospective safety performance evaluation on construction sites. Accident Analysis & Prevention. 78:58-72.
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2015. A Dynamic Decision Approach for Risk Analysis in Complex Projects. Journal of Intelligent & Robotic Systems. 79(3-4):591-601.
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2015. A dynamic Bayesian network based approach to safety decision support in tunnel construction. Reliability Engineering and System Safety. 134:157–168.
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2015. Dynamic risk analysis for adjacent buildings in tunneling environments: a Bayesian network based approach. Stochastic Enveronmental Research and Risk Assessment. 29:1447–1461.
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2015. Information and communication technology applications in architecture, engineering, and construction organizations: a 15 year review. Journal of Management in Engineering. 31
2014
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2014. Dimensionality reduction of dynamic animations using HO-SVD. Lecture Notes in Artificial Intelligence. 8467:757–768.
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2014. Surface Mixture Models for the Optimization of Object Boundary Representation. Artificial Intelligence and Soft Computing, Lecture Notes in Computer Science 8467. :703–714.
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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.
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2014. Towards a safety management approach for adjacent buildings in tunneling environments: Case study in China. Building and Environment. 75:222–235.
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2014. Safety management in tunnel construction: Case study of Wuhan metro construction in China. Safety Science. 62:8–15.
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2014. A probabilistic approach for safety risk analysis in metro construction. Safety Science. 63:8–17.
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2014. Bayesian-network-based safety risk analysis in construction project. Reliability Engineering and System Safety. 131:29–39.
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2014. Web-based real time bridge scour monitoring system for disaster management.. Baltic Journal of Road and Bridge Engineering. 9:17–25.
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2014. Information and communication technology applications in architecture, engineering, and construction organizations: A 15-years review.. Journal of Management in Engineering. 31
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2014. Organizational governance to integrate sustainability project: a case study.. Technological and Economic Development of Economy. 20:1–24.
2013
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2013. Aplikacje Sieci Świadomej Treści. Inżynieria Internetu przyszłości część 2.
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2013. Compression of animated 3D models using HO-SVD. arXiv:1310.1240.
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2013. A novel model for risk assessment of adjacent buildings in tunneling environments. Building and Environment. 65:185–194.
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2013. Decision support analysis for safety assurance in metro construction base on Fuzzy Bayesian Networks. Proceedings of the Creacive Construction 2013. :896–909.
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2013. Dimensionality Reduction of Dynamic Mesh Animations Using HO-SVD. Journal of Artificial Intelligence and Soft Computing Research. 3:277–289.
2012
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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.
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2012. Aplikacje sieci świadomej treści. Przegląd telekomunikacyjny. :1491–1502.
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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.
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2012. Choosing and Modeling the Hand Gesture Database for a Natural User Interface. Gesture and Sign Language in Human-Computer Interaction and Embodied Communication.
2011
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2011. The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data. Computer Recognition Systems. 4:365–373.
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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.
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2011. Eigengestures for natural human computer interface. Man-Machine Interactions 2. :49–56.
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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.
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2011. Choosing and modeling hand gesture database for natural user interface. GW 2011: the 9th International Gesture in Embodied Communication and Human-Computer InteractionWorkshop.
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2011. Unsupervised Parameter Selection for Gesture Recognition with Vector Quantization and Hidden Markov Models. Lecture Notes in Computer Science, Human-Computer Interaction – INTERACT. 6949
2010
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2010. Optimization of a Vector Quantizer's Quality for 3D Mesh Applications. Theoretical and Applied Informatics. 22:131–140.
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2010. Progressive 3D meshes transmission: traffic generating and simulation evaluation. Theoretical and Applied Informatics. 22:247–259.
2009
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2009. 3D Mesh Approximation Using Vector Quantization. Advances in Soft Computing. 57/2009:71–78.
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2009. 3D Mesh Identification Using Random Walks and Hidden Markov Models. Image Processing & Communications Challenges. :302–308.
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2009. Modeling of Internet 3D Traffic Using Hidden Markov Models. Advances in Intelligent and Soft Computing. 64
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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..
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2009. Detection of interest points on 3D data: extending the Harris operator. 6th International Conference on Computer Recognition Systems.
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2009. Interaktywna kinezyterapia dzieci z płaskostopiem. Aktualne Problemy Biomechaniki. :211–214.
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2009. Laboratory for the exploration of virtual 3D environments. Annual Report 2009. :57–59.
2008
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2008. Transmission of scalable video streams. Proceedings from the 4th Euro-NGI Workshop on New trends in network architectures and services.
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2008. Experimental rate distortion analysis of image coder with contourlet transform and SPIHT algorithm. Theoretical and Applied Informatics.
2007
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2007. Context selection for efficient bit modeling of contourlet transform coefficients. Theoretical and Applied Informatics. 19:135–146.
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2007. Image Language Terminal Symbols from Feature Analysis. IEEE International Workshop on Imaging Systems and Techniques – IST.
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2007. Computer Recognition Systems 2.
2006
2005
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2005. Analysis of fGn and http requests traces using localized multiscale H parameter estimation. Symposium on Applications & The Internet.
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2005. Modeling Connection State with Kernel PCA. 2nd EuroNGI Workshop on New Trends in Modeling, Quantitative Methods and Measurements.
2004
2002
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2002. Kształtowanie ruchu w routerach pracujących w systemie Linux. Studia Informatica. 23
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2002. Modelowanie stacji roboczych w sieci ATM przy użyciu symulatora OMNeT++. Studia Informatica. 23
