Publications


Faigl, J., Hollinger, G. 2018 Autonomous Data Collection Using a Self-Organizing Map, detail

Čížek, P., Faigl, J. 2018 Real-Time FPGA-Based Detection of Speeded-Up Robust Features Using Separable Convolution, detail

Stiborek, J., Pevný, T., Rehák, M. 2018 Multiple instance learning for malware classification, detail

Pevný, T., Kohout, J. 2018 Network traffic fingerprinting based on approximated kernel two-sample test, detail

Plander, I., Štepanovský, M. 2018 Interdisciplinary considerations on the design of MEMS actuators from a perspective of their optimality, detail

Best, G., Faigl, J., Fitch, R. 2018 Online planning for multi-robot active perception with self-organising maps, detail

Fialka Sobková, L., Čertický, M. 2018 Urban mobility and influence factors: A case study of Prague, detail

Malý, J., Šustr, M., Čertický, M. 2018 Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report, detail

Čermák, J., Bošanský, B., Horák, K., Lisý, V., Pěchouček, M. 2018 Approximating Maxmin Strategies in Imperfect Recall Games Using A-loss Recall Property, detail

Bureš, M., Filipský, M., Jelínek, I. 2018 Identification of Potential Reusable Subroutines in Recorded Automated Test Scripts, detail

Bureš, M., Frajták, K., Al-Beywanee, B. 2018 Tapir: Automation Support of Exploratory Testing Using Model Reconstruction of the System Under Test, detail

Franc, V., Fikar, O., Bartoš, K., Sofka, M. 2018 Learning data discretization via convex optimization, detail

Gregoire, J., Čáp, M., Frazzoli, E. 2018 Locally-optimal Multi-robot Navigation Under Delaying Disturbances Using Homotopy Constraints, detail

Erquiaga, M.J., García, S., Garino, C.G. 2018 Observer Effect: How Intercepting HTTPS Traffic Forces Malware to Change Their Behavior, detail

Torreno, A., Onaindia, E., Komenda, A., Štolba, M. 2018 Cooperative Multi-Agent Planning: A Survey, detail

Stiborek, J., Pevný, T., Rehák, M. 2018 Multiple instance learning for malware classification, detail

Černoch, R., Železný, F. 2018 Zpráva o výslecích vývoje a validace, detail

Cigánek, M., Neča, J., Machala, M., Topinka, J., Libalova, H., Rossner, P., Vrbova, K., Brzicova, T., Vojtisek-Lom, M., Beránek, V., Kléma, J. 2018 Transcriptional response to organic compounds from diverse gasoline and biogasoline fuel emissions in human lung cells, detail

Štolba, M., Tožička, J., Komenda, A. 2018 Quantifying privacy leakage in multi-agent planning, detail

Bartík, M., Ubik, S., Kubalík, P., Beneš, T. 2018 Performance Comparison of Multiple Approaches of Status Register for Medium Density Memory Suitable for Implementation of a Lossless Compression Dictionary, detail

Selecký, M., Faigl, J., Rollo, M. 2018 Communication Architecture in Mixed-Reality Simulations of Unmanned Systems, detail

Fišer, D., Komenda, A. 2018 Fact-Alternating Mutex Groups for Classical Planning, detail

Fišer, D., Komenda, A. 2018 Concise Finite-Domain Representations for Factored MA-PDDL Planning Tasks, detail

Stiborek, J., Pevný, T., Rehák, M. 2018 Probabilistic analysis of dynamic malware traces, detail

Chung, J., Faigl, J., Hollinger, G.A. 2018 Guest editorial: Special issue on online decision making in multi-robot coordination, detail

Svatoš, M., Šourek, G., Železný, F., Shockaert, S., Kuželka, O. 2018 Pruning Hypothesis Spaces Using Learned Domain Theories, detail

Šourek, G., Svatoš, M., Kuželka, O., Železný, F., Schockaert, S. 2018 Stacked Structure Learning for Lifted Relational Neural Networks, detail

Kohout, J., Komárek, T., Čech, P., Bodnár, J., Lokoč, J. 2018 Learning Communication Patterns for Malware Discovery in HTTPs Data, detail

Hubáček, O., Šourek, G., Železný, F. 2018 Learning to predict soccer results from relational data with gradient boosted trees, detail

Brůžek, J., Cunha, E., Koterova, A., Navega, D., Štepanovský, M., Buk, Z. 2018 Age estimation of adult human remains from hip bones using advanced methods, detail

Bureš, M., Al-Beywanee, B., Zamli, K., Din, F. 2018 A hybrid Q-learning sine-cosine-based strategy for addressing the combinatorial test suite minimization problem, detail

Procházková, J., Strapáčová, S., Svržková, L., Andrysík, Z., Hýžďalová, M., Hrubá, E., Pěnčíková, K., Líbalová, H., Topinka, J., Kléma, J., Espinosa, J.M., Vondráček, J., Machala, J. 2018 Adaptive changes in global gene expression profile of lung carcinoma A549 cells acutely exposed to distinct types of AhR ligands, detail

Egan, M., Drchal, J., Mrkos, J., Jakob, M. 2018 Towards Data-Driven on-Demand Transport, detail

Cuchý, M., Štolba, M., Jakob, M. 2018 Whole Day Mobility Planning with Electric Vehicles, detail

Mrkos, J., Komenda, A., Jakob, M. 2018 Dynamic Pricing Strategy for Electromobility using Markov Decision Processes, detail

Fesl, J. 2018 Virtual Distributed Computing Systems and Their Applications, detail

Selecký, M., Faigl, J., Rollo, M. 2018 Analysis of Using Mixed Reality Simulations for Incremental Development of Multi-UAV Systems, detail

Šourek, G., Aschenbrenner, V., Železný, F., Schockaert, S., Kuželka, O. 2018 Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures, detail

Honková, K., Rossnerová, A., Pavlíková, J., Švecová, V., Kléma, J., Topinka, J., Milcova, A., Líbalová, H., Choi, H., Velemínský, M., Sram, R.J., Rossner Jr, P. 2018 Gene Expression Profiling in Healthy Newborns from Diverse Localities of the Czech Republic, detail

Malinka, F., Železný, F., Kléma, J. 2018 Genomic single rule learning with an ontology-based refinement operator, detail

Lisý, V. 2018 Game theory: from poker to network security, detail

Faigl, J. 2018 GSOA: Growing Self-Organizing Array - Unsupervised learning for the Close-Enough Traveling Salesman Problem and other routing problems, detail