Coding, storing and transmissions of multimedia information and integration multimedia platforms are researched. The researches are focused on static images and movies coding in real-time systems including transmissions in computer and telecommunication networks with QoS. Multimedia databases are also developed especially an indexing and searching of them. The results are used in projecting and developing of multimedia internet systems with various kinds of services (on demand, teleconference, etc), e-learning systems and real-time embedded systems.
A dataset for evaluating blood detection in hyperspectral images. Forensic Science International. 320 . 2021.
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. . 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. . 2020.
Ensemble residual network-based gender and activity recognition method with signals. Journal of Supercomputing. 76(2020):2119–2138. . 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. . 2020.
ResNet‐Attention model for human authentication using ECG signals. Wiley, Expert Systems. :e12547. . 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. . 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). . 2020.
A novel facial image recognition method based on perceptual hash using quintet triple binary pattern. Multimedia Tools and Applications. 79(39):29573-29593. . 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. . 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. . 2020.
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. 23(19):5079. . 2019.
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.
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.
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.
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.
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.
The survey of subjective and objective method for quality assessment of 2D and 3D images. Theoretical and Applied Informatics. 26:39–67. . 2014.
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.
Human – Computer Systems Interaction: Backgrounds and Applications 2. Advances in Intelligent and Soft Computing. 98 . 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.
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.
Nowe media i Internet 3D. Przegląd telekomunikacyjny. :1029–1036. . 2011.
Aplikacje w Projekcie Inżynieria Internetu Przyszłości. Przegląd telekomunikacyjny. :982–989. . 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.
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.
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.
Adaptive Streaming of Stereographic Video. Computer Networks – Communications in Computer and Information Science, Springer. 39:87–94. . 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.
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.
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.
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.
Developing an Internet XML application exploiting directory services. Archiwum Informatyki Teoretycznej i Stosowanej. 16:135–149. . 2004.
Relations between ATM traffic parameters and quality of multimedia transmission - an experimental approach. Journal of Telecommunications and Information Technology. 2 . 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.
Transmisje strumieni MPEG-2 z wykorzystaniem usługi CBR sieci ATM. Studia Informatica. 22 . 2001.
Samopodobny charakter natężenia ruchu w sieciach komputerowych. Studia Informatica. 22 . 2001.
A tool for network traffic generation and transmission delay measurement. Proceedings of 8th Polish Teletraffic Symposium. . 2001.
Biblioteka sygnalizacyjna dla programowego zestawiania połączeń w heterogenicznym środowisku sieci ATM. Studia Informatica. 1 . 2000.
Sieci prywatne oparte na technologii ATM. Studia Informatica. 1 . 2000.
Pilotowe rozwiązania multimedialne w oparciu o ATM w IITiS PAN. Konferencja POLMAN. . 1999.
Laboratoryjne metody badania sieci ATM. Zeszyty Naukowe Pol. Śl. Informatyka. 36 . 1999.
Wykorzystanie technologii ATM w sieciach lokalnych. Zeszyty Naukowe Pol. Śl. Informatyka. 34 . 1998.
Sieci lokalne - elementy projektowania. Archiwum Informatyki Teoretycznej i Stosowanej. 9:163–181. . 1997.
Systemy komunikacyjne w automatyzacji procesów wytwarzania. Konferencja Automatyzacja produkcji '97. . 1997.
Szybkie sieci lokalne oparte na standardach Fast Ethernet i 100VG-AnyLAN. Zeszyty Naukowe Pol. Śl. Informatyka. 32 . 1997.
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