Instytut Informatyki i Matematyki Komputerowej - lista publikacji

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1-64 z 64.

2020

64.
Jarosław Duda, Adam Szulc
Social Benefits Versus Monetary and Multidimensional Poverty in Poland: Imputed Income Exercise, Advances in Cross-section Data Methods in Applied Economic Research (2020), 87–102
63.
Jakub Zygadło
On the weighted k-path vertex cover on interval graphs, Schedae Informaticae vol. 29 (2020), 9-21
62.
‪Gregory S. Duane, Witold Dzwinel, Marcin Sendera
Supermodeling: the next level of abstraction in the use of data assimilation, International Conference on Computational Science [ICCS] vol. vol. Lecture Notes in Computer Science book series (LNCS, vol. 12142) (2020), 133-147
61.
Andrzej Bojarski, Stanisław Jastrzębski, Stefan Mordalski, Sabina Podlewska, Maciej Szymczak, Jacek Tabor, Agnieszka Wojtuch
Emulating docking results using a deep neural network: a new perspective for virtual screening, Journal of Chemical Information and Modeling (2020), 4246-4262
60.
Adam Roman, Lucjan Stapp
Certyfikowany Tester ISTQB - poziom podstawowy, 2020
59.
Piotr Kalita, Grzegorz Łukaszewicz, Jakub Siemianowski
Nonlinear Semigroups and Their Perturbations in Hydrodynamics. Three Examples vol. 325 (2020), "Semigroups of Operators – Theory and Applications ", Springer
58.
Jarosław Duda, Henryk Gurgul, Robert Syrek
Modelling bid-ask spread conditional distributions using hierarchical correlation reconstruction, Statistics in Transition vol. 21 (2020), 99-118
57.
Tamal K. Dey, Marian Mrozek, Ryan Slechta
Persistence of the Conley Index in Combinatorial Dynamical Systems, International Symposium on Computational Geometry [SoCG] vol. 36 (2020), 37:1-37:17
56.
Ulrich Bauer, Herbert Edelsbrunner, Grzegorz Jabłoński, Marian Mrozek
Čech–Delaunay gradient flow and homology inference for self-maps, Journal of Applied and Computational Topology vol. 4 (2020), 455–480
55.
Tomasz Konopczyński, Michał Koperski, Rafał Nowak, Piotr Semberecki, Tomasz Trzciński
Plugin Networks for Inference under Partial Evidence, IEEE Workshop on Applications of Computer Vision [WACV], (2020),
54.
Matteo Caggio, Piotr Kalita, Grzegorz Łukaszewicz, Krzysztof Mizerski
Vertical heat transport at infinite Prandtl number for micropolar fluid, Archives of Mechanics vol. 72 (2020), 525-553
53.
Jerzy Martyna
Performance Optimization of Communication System Cooperating with the MIMO Radar, Lecture Notes in Computer Science vol. 12526 (2020), 142-153
52.
Jerzy Martyna
Resource Allocation for Broadband Links of IoT in Fog Networks, Przegląd Telekomunikacyjny + Wiadomości Telekomunikacyjne vol. No. 7 - 8 (2020), 254 – 258
51.
Jerzy Martyna
Packet Scheduler for URLLC and eMBB Traffics in 5G Wireless Networks, Przegląd Telekomunikacyjny + Wiadomości Telekomunikacyjne vol. No. 7 - 8 (2020), 216 - 219
50.
Jerzy Martyna
Deep Learning for QoS-Aware Resource Allocation in Cognitive Radio Networks, Lecture Notes in Computer Science vol. 12144 (2020), 312 - 323
49.
Jerzy Martyna
Reliability Enhancement of URLLC Traffic in 5G Cellular Networks vol. Communications in Computers and Information Science, Vol. 1231 (2020), "Computer Networks", Springer
48.
Mateusz Juda
Unsupervised Features Learning for Sampled Vector Fields, SIAM Journal on Applied Dynamical Systems vol. 19(4) (2020), 2720-2736
47.
Małgorzata Moczurad, Piotr Zgliczyński
Central configurations in spatial $n$-body problem for $n=5,6$ with equal masses, Celestial Mechanics and Dynamical Astronomy (2020), 132:56
46.
Kubica-Misztal Aleksandra , Martyna Durak-Kozica, Marcin Hartel, Krzysztof Misztal, Michał Wątor, Agnieszka Wojtuch
The importance of standardisation – COVID-19 CT & Radiograph Image Data Stock for deep learning purpose, Computers in Biology and Medicine vol. 127 (2020), 104092
45.
Morawiecki Paweł, Przemysław Spurek, Marek Śmieja, Jacek Tabor
Fast and Stable Interval Bounds Propagation for Training Verifiably Robust Models, European Symposium on Artificial Neural Networks [ESANN], (2020), 6
44.
Marcin Przewięźlikowski, Marek Śmieja, Łukasz Struski
Estimating conditional density of missing values using deep Gaussian mixture model, International Conference on Neural Information Processing [ICONIP] vol. Lecture Notes in Computer Science volume 12534 (2020), 220-231
43.
Marek Śmieja, Maciej Kołomycki, Łukasz Struski, Mateusz Juda, Mario A.T. Figueiredo
Iterative Imputation of Missing Data using Auto-encoder Dynamics, International Conference on Neural Information Processing [ICONIP] vol. Lecture Notes in Computer Science, volume 12534 (2020), 258-269
42.
Tomasz Danel, Marek Śmieja, Łukasz Struski, Przemysław Spurek, Łukasz Maziarka
Processing of Incomplete Images by (Graph) Convolutional Neural Networks, International Conference On Neural Information Processing vol. Lecture Notes in Computer Science, volume 12533 (2020), 512-523
41.
Tomasz Danel, Przemysław Spurek, Jacek Tabor, Marek Śmieja, Łukasz Struski, Agnieszka Słowik, Łukasz Maziarka
Spatial Graph Convolutional Networks, International Conference On Neural Information Processing vol. Communications in Computer and Information Science book series (CCIS, volume 1333) (2020), 668-675
40.
Stanisław Jastrzębski, Łukasz Maziarka, Aleksandra Nowak, Przemysław Spurek, Jacek Tabor
Non-linear ICA based on Cramer-Wold metric, International Conference On Neural Information Processing vol. Lecture Notes in Computer Science book series (LNCS, volume 12534) (2020),
39.
Krzysztof Galias, Silviu Homoceanu, Adam Jakubowski, Henryk Michalewski, Piotr Miłoś, Błażej Osiński, Paweł Zięcina
Simulation-Based Reinforcement Learning for Real-World Autonomous Driving, IEEE International Conference on Robotics and Automation [ICRA], (2020), 6411-6418
38.
Zięba Maciej , Przemysław Spurek, Jacek Tabor, Tomasz Trzciński, Sebastian Winczowski, Maciej Zamorski
Hypernetwork approach to generating point clouds, International Conference on Machine Learning [ICML](MAIN), (2020),
37.
Kyunghyun Cho, Krzysztof J. Geras, Konrad Żołna
Classifier-agnostic saliency map extraction, Computer Vision and Image Understanding (2020),
36.
Yoshua Bengio, Leonard Boussioux, Maxime Chevalier-Boisvert, Bahdanau Dzmitry, David Yu-Tung Hui, Chitwan Saharia, Konrad Żołna
Combating False Negatives in Adversarial Imitation Learning, National Conference of the American Association for Artificial Intelligence [AAAI], (2020), 13999-14000
35.
Krzysztof Galias, Damian Stachura, Konrad Żołna
Leakage-Robust Classifier via Mask-Enhanced Training, National Conference of the American Association for Artificial Intelligence [AAAI], (2020), 13923-13924
34.
Marek Śmieja, Maciej Kołomycki, Łukasz Struski, Mateusz Juda, Mario A.T. Figueiredo
Can auto-encoders help with filling missing data?, International Conference On Learning Represenation (workshop Track) (2020), 6
33.
Marcin Przewięźlikowski, Marek Śmieja, Łukasz Struski
Estimating conditional density of missing values using deep Gaussian mixture model, International Conference On Machine Learning (workshop Track) (2020), 6
32.
Piotr Faliszewski, Piotr Skowron, Arkadii Slinko, Stanisław Szufa, Nimrod Talmon
Drawing a map of elections in the space of statistical cultures, International Joint Conference on Autonomous Agents and Multiagent Systems (previously the International Conference on Multiagent Systems, ICMAS, changed in 2000) [AAMAS](MAIN), (2020), 1341-1349
31.
Łukasz Borchmann, Jakub Chłędowski, Tomasz Dwojak, Filip Graliński, Michał Pietruszka
From Dataset Recycling to Multi-Property Extraction and Beyond, Conference on Computational Natural Language Learning [CoNLL] vol. Proceedings of the 24th Conference on Computational Natural Language Learning (2020),
30.
Klaudia Bałazy, Jacek Tabor, Maciej Wołczyk, Bartosz Wójcik
Finding the Optimal Network Depth in Classification Tasks, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database (PKDD and ECML combined from 2008) [ECML PKDD], (2020),
29.
Devansh Arpit, Kyunghyun Cho, Stanislav Fort, Krzysztof J. Geras, Stanisław Jastrzębski, Maciej Szymczak, Jacek Tabor
The Break-Even Point on Optimization Trajectories of Deep Neural Networks, 8th International Conference On Learning Representations (2020),
28.
Andrzej Bojarski, Stanisław Jastrzębski, Stefan Mordalski, Sabina Podlewska, Maciej Szymczak, Jacek Tabor, Agnieszka Wojtuch
Emulating Docking Results Using a Deep Neural Network: A New Perspective for Virtual Screening, Journal of Chemical Information and Modeling vol. 60 (2020), 4246-4262
27.
Olivier Bachem, Olivier Bousquet, Lasse Espeholt, Sylvain Gelly, Karol Kurach, Marcin Michalski, Anton Raichuk, Carlos Riquelme, Piotr Stańczyk, Damien Vincent, Michał Zając
Google Research Football: A Novel Reinforcement Learning Environment, Proceedings of the Aaai Conference On Artificial Intelligence vol. Vol 34 No 04 (2020), 4501-4510
26.
Stanisław Jastrzębski, Szymon Knop, Marcin Mazur, Igor Podolak, Przemysław Spurek, Jacek Tabor
Cramer-Wold Auto-Encoder, Journal of Machine Learning Research vol. 21 (2020), 1-28
25.
Tomasz Danel, Marek Śmieja, Łukasz Struski, Przemysław Spurek, Łukasz Maziarka
Processing of incomplete images by (graph) convolutional neural networks, International Conference On Machine Learning (workshop Track) (2020),
24.
Marcin Sendera, Marek Śmieja, Łukasz Maziarka, Łukasz Struski, Przemysław Spurek, Jacek Tabor
Flow-based SVDD for anomaly detection, International Conference On Machine Learning (workshop Track) (2020),
23.
Roberto Barrio, Daniel Wilczak
Distribution of stable islands within chaotic areas in the non-hyperbolic and hyperbolic regimes in the Henon-Heiles system, Nonlinear Dynamics vol. 102 (2020), 403-416
22.
Monika Brzychczy-Włoch, Adam Piekarczyk, Dawid Rymarczyk, Agnieszka Sroka-Oleksiak, Bartosz Zieliński
Deep learning approach to describe and classify fungi microscopic images, PLoS One vol. 15(6) (2020), 1-16
21.
Szabolcs Tengely, Maciej Ulas, Jakub Zygadło
On a Diophantine equation of Erdos and Graham, Journal of Number Theory vol. 217 (2020), 445-459
20.
Daniel Wilczak, Piotr Zgliczyński
A geometric method for infinite-dimensional chaos: Symbolic dynamics for the Kuramoto-Sivashinsky PDE on the line, Journal of Differential Equations vol. 269 (2020), 8509-8548
19.
Piotr Kalita, Grzegorz Łukaszewicz
Micropolar meets Newtonian in 3D. The Rayleigh-Bénard problem for large Prandtl numbers, Nonlinearity vol. 33 (2020), 5686
18.
Leszek Gasiński, Piotr Kalita
On dynamic contact problem with generalized Coulomb friction, normal compliance and damage, Evolution Equations and Control Theory vol. 9 (2020), 1009-1026
17.
Kubica-Misztal Aleksandra , Krzysztof Misztal, Tomasz Służalec
Securing Data of Biotechnological Laboratories Using Blockchain Technology, Lecture Notes in Computer Science vol. 12133 (2020),
16.
Piotr Bugiel, Beata Rzepka, Stanisław Wędrychowicz
A few problems connected with invariant measures of Markov maps - verification of some claims and opinions that circulate in the literature , Advances in Nonlinear Analysis vol. 9 (2020), 1607–1616
15.
Marek Śmieja, Łukasz Struski, Mario A.T. Figueiredo
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints, Neural Networks vol. 127 (2020), 193-203
14.
Damian Leśniak, Sabina Podlewska, Igor Sieradzki
How Sure Can We Be about ML Methods-Based Evaluation of Compound Activity: Incorporation of Information about Prediction Uncertainty Using Deep Learning Techniques, Molecules (2020),
13.
Andrzej Antoł, Marcin Czarnołęski, Terézia Horváthová, Jan Kozłowski, Anna Łabecka, Anna Peciod, Natalia Szabla, Yaroslav Vasko, Bartosz Zieliński
Thermal and oxygen conditions during development cause common rough woodlice (Porcellio scaber) to alter the size of their gas-exchange organs, Journal of Thermal Biology vol. 90 (2020),
12.
Michał Markiewicz, Piotr Dziurdzia, Tomasz Konieczny, Marek Skomorowski, Liliana Kowalczyk, Thomas Skotnicki, PASCAL URARD
Software Controlled Low Cost Thermoelectric Energy Harvester for Ultra-Low Power Wireless Sensor Nodes, IEEE Access vol. 8 (2020), 38920-38930
11.
Haras Maciej, Michał Markiewicz, Stéphane Monfray, Thomas Skotnicki
Pulse mode of operation – A new booster of TEG, improving power up to X2.7 – to better fit IoT requirements, Nano Energy vol. 68 (2020), 104204
10.
Artur Polański
Boolean algebra of one-point local compactifications, Journal of Mathematics and Applications vol. 43 (2020), 113-121
9.
Jonathan Ariel Barmak, Marian Mrozek, Thomas Wanner
A Lefschetz fixed point theorem for multivalued maps of finite spaces, Mathematische Zeitschrift vol. 294 (2020), 1477–1497
8.
Bogdan Batko, K. Mischaikow, Marian Mrozek, Mateusz Przybylski
Conley Index Approach to Sampled Dynamics, SIAM Journal on Applied Dynamical Systems vol. 19-1 (2020), 665-704
7.
Tomasz Danel, Jan Kaczmarczyk, Łukasz Maziarka, Krzysztof Rataj, Michał Warchoł, Agnieszka Wojtuch
Mol-CycleGAN: a generative model for molecular optimization, Journal of Cheminformatics vol. 12 (2020),
6.
Krzysztof Baczyński, Michał Markiewicz, Marta Pasenkiewicz-Gierula, Robert Szczelina
Network of lipid interconnections at the interfaces of galactolipid and phospholipid bilayers, Journal of Molecular Liquids vol. 298 (2020), 1-9
5.
Bogdan Batko, Tomasz Kaczynski, Marian Mrozek, Thomas Wanner
Linking combinatorial and classical dynamics: Conley index and Morse decompositions, Foundations of Computational Mathematics vol. 20 (2020), 967— 1012
4.
Łukasz Struski, Marek Śmieja, Jacek Tabor
Pointed subspace approach to incomplete data, Journal of Classification vol. 37 (2020), 42-57
3.
Sylwester Arabas, Ahmad Farhat
Derivative pricing as a transport problem: MPDATA solutions to Black–Scholes-type equations, Journal of Computational and Applied Mathematics vol. 373 (2020), 112275
2.
Piotr Kalita, Piotr Zgliczyński
On non-autonomously forced Burgers equation with periodic and Dirichlet boundary conditions, Proceedings of the Royal Society of Edinburgh Section A: Mathematics vol. 150 (2020), 2025-2054
1.
Everaldo de Mello Bonotto, Piotr Kalita
On attractors of generalized semiflows with impulses, Journal of Geometric Analysis vol. 30 (2020), 1412-1449