| 1 |
Exploring segmentation of data for deep learning
|
Łukasz Dębowski |
IPI PAN |
| 2 |
Interaction Information and its usage in Genome Wide Interaction Studies
|
Jan Mielniczuk
|
IPI PAN |
| 3 |
Towards Semantic Measures of Information Content - Integrating LinkGraph with Seminstructured Textual Information
|
Mieczysław Kłopotek |
IPI PAN |
| 4 |
Learning to rank for uplift modeling and heterogeneous treatment effect estimation |
Szymon Jaroszewicz |
IPI PAN |
| 5 |
Discovery of the source of gene expression variation in cell populations – analysis of the associations between
epigenetic signals and the three-dimensiofnal structure of chromatin
|
Michał Dąbrowski |
IPI PAN |
| 6 |
Verification of Socio-Technical Models of Multi-Agent Systems and E-Voting Protocols |
Wojciech Jamroga
Wojciech Penczek
|
IPI PAN |
| 7 |
Anatomical and behavioral silhouette biometrics for age and activity determination with application to detection of
illegal internet contents
|
Andrzej Pacut
|
NASK-PIB |
| 8 |
Development of Hybrid Machine Learning Tools with the Use of Graph Theory Methods |
Marek Gągolewski |
IBS PAN |
| 9 |
Linguistic summarization of speech signal for mental disorders monitoring |
Olgierd Hryniewicz
Katarzyna Kaczmarek-Majer
|
IBS PAN |
| 10 |
Hybrid methods of learning deep structures of neural networks |
Piotr A. Kowalski |
IBS PAN |
| 11 |
Object and Event Identification in Video Guided with Natural Language Processing of Video Content Description |
Szymon Łukasik
Anna Wróblewska
|
IBS PAN |
| 12 |
Automatic generation/modification of maintenance schedules of technical systems on the basis of
real-time operational data
|
Jacek Malinowski |
IBS PAN |
| 13 |
Algorithmic approach to developing/improving safety procedures in complex environments in the presence of
multiple hazards
|
Jacek Malinowski |
IBS PAN |
| 14 |
Pricing European options on the Bitcoin market |
Piotr Nowak |
IBS PAN |
| 15 |
Generalized versions of the strong law of large numbers for intuitionistic fuzzy random variables |
Piotr Nowak |
IBS PAN |
| 16 |
The structure and dynamics of aquatic ecological networks |
Karol Opara
Mateusz Iskrzyński
|
IBS PAN |
| 17 |
Interpretable benchmarking for metaheuristic optimization |
Karol Opara |
IBS PAN |
| 18 |
Modelling aquatic food webs with graph neural networks |
Karol Opara |
IBS PAN |
| 19 |
Next Generation Internet of Things based on Autonomic Computing and Frugal AI |
Marcin Paprzycki
Maria Ganzha
Katarzyna Wasielewska
|
IBS PAN |
| 20 |
Image segmentation – combining neural and semantic approaches |
Marcin Paprzycki
Maria Ganzha
|
IBS PAN |
| 21 |
Semantic technologies and machine learning in development of intelligent systems |
Marcin Paprzycki
Maria Ganzha
Katarzyna Wasielewska
Paweł Szmeja
|
IBS PAN |
| 22 |
Algorithms for solving large-scale problems of discrete optimization with the use of artificial intelligence |
Dmitry Podkopaev |
IBS PAN |
| 23 |
Multiple criteria decision making in medicine, management, engineering and environmental planning |
Dmitry Podkopaev |
IBS PAN |
| 24 |
Modelling, Robust Design and Control of Gas Networks |
Jan Sokołowski
Katarzyna Szulc
|
IBS PAN |
| 25 |
Simulation of imprecise rare catastrophic events in insurance system |
Maciej Romaniuk |
IBS PAN |
| 26 |
Fuzzy approach in simulation of malfunctions of elements of networks |
Maciej Romaniuk |
IBS PAN |
| 27 |
Transmission efficiency and reliability in neural networks inspired by brain architectures. Information Theory approach |
Janusz Szczepański
Agnieszka Pręgowska
|
IPPT PAN |
| 28 |
Effective classifiers of biomedical signals derived from the Information Theory
|
Janusz Szczepański
Agnieszka Pręgowska
|
IPPT PAN |
| 29 |
Computer vision-based civil infrastructure monitoring using physics-based graphics models
|
Bartłomiej Błachowski
|
IPPT PAN |
| 30 |
Computationally efficient algorithm for large-scale structural topology optimization subject to stress constraints
|
Bartłomiej Błachowski
|
IPPT PAN |
| 31 |
Inter-atomic potentials for numerical optimization of 2D materials
|
Tadeusz Burczyński
Piotr Chudziński
|
IPPT PAN |
| 32 |
Local densities of states in periodic nanostructures
|
Michał Giersig
Piotr Chudziński
|
IPPT PAN |