83 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- African Institute for Mathematical SciencesZA5 papers
- Toronto Metropolitan UniversityCA5 papers
- University of OttawaCA4 papers
- University of WarsawPL4 papers
- Bialystok University of TechnologyPL2 papers
- Prince Mohammad bin Fahd UniversitySA2 papers
- University of AveiroPT2 papers
- University of LimpopoZA2 papers
- Akdeniz University HospitalTR1 paper
- Binghamton UniversityUS1 paper
- Broad InstituteUS1 paper
- Central European UniversityAT1 paper
36 papers
Toward Agentic Environments: GenAI and the Convergence of AI, Sustainability, and Human-Centric Spaces
Przemek Pospieszny, Dominika P. Brodowicz
In recent years, advances in artificial intelligence (AI), particularly generative AI (GenAI) and large language models (LLMs), have made human-computer interactions more frequent,…
HIF: The hypergraph interchange format for higher-order networks
Martín Coll, Cliff A. Joslyn, Nicholas W. Landry +5
Many empirical systems contain complex interactions of arbitrary size, representing, for example, chemical reactions, social groups, co-authorship relationships, and ecological dep…
Applying Large-Scale Distributed Computing to Structural Bioinformatics -- Bridging Legacy HPC Clusters With Big Data Technologies Using kafka-slurm-agent
Pawel Rubach
This paper presents the Kafka Slurm Agent (KSA), an open source (Apache 2.0 license) distributed computing and stream processing engine designed to help researchers distribute Pyth…
Innovative activities of Activision Blizzard: A patent network analysis
Artur F. Tomeczek
Microsoft's acquisition of Activision Blizzard valued at $68.7 billion has drastically altered the landscape of the video game industry. At the time of the takeover, the intellectu…
Improving community detection via community association strength scores
Jordan Barrett, Ryan DeWolfe, Bogumił Kamiński +3
Community detection methods play a central role in understanding complex networks by revealing highly connected subsets of entities. However, most community detection algorithms ge…
MAIDS: Malicious Agent Identification-based Data Security Model for Cloud Environments
Kishu Gupta, Deepika Saxena, Rishabh Gupta +1
With the vigorous development of cloud computing, most organizations have shifted their data and applications to the cloud environment for storage, computation, and sharing purpose…
50 questions on Active Assisted Living technologies. Global edition
Francisco Florez-Revuelta, Alin Ake-Kob, Pau Climent-Perez +23
This booklet on Active Assisted Living (AAL) technologies has been created as part of the GoodBrother COST Action, which has run from 2020 to 2024. COST Actions are European resear…
Artificial Benchmark for Community Detection with Outliers (ABCD+o)
Bogumił Kamiński, Paweł Prałat, François Théberge
The Artificial Benchmark for Community Detection graph (ABCD) is a random graph model with community structure and power-law distribution for both degrees and community sizes. The…
Pricing equity-linked life insurance contracts with multiple risk factors by neural networks
Karim Barigou, Lukasz Delong
This paper considers the pricing of equity-linked life insurance contracts with death and survival benefits in a general model with multiple stochastic risk factors: interest rate,…
Analyzing, Exploring, and Visualizing Complex Networks via Hypergraphs using SimpleHypergraphs.jl
Alessia Antelmi, Gennaro Cordasco, Bogumił Kamiński +4
Real-world complex networks are usually being modeled as graphs. The concept of graphs assumes that the relations within the network are binary (for instance, between pairs of node…
Local times and Tanaka--Meyer formulae for càdlàg paths
Rafał M. Łochowski, Jan Obłój, David J. Prömel +1
Three concepts of local times for deterministic c{à}dl{à}g paths are developed and the corresponding pathwise Tanaka--Meyer formulae are provided. For semimartingales, it is shown…
Artificial Benchmark for Community Detection (ABCD): Fast Random Graph Model with Community Structure
Bogumił Kamiński, Paweł Prałat, François Théberge
Most of the current complex networks that are of interest to practitioners possess a certain community structure that plays an important role in understanding the properties of the…
Monitoring Achilles tendon healing progress in ultrasound imaging with convolutional neural networks
Piotr Woznicki, Przemyslaw Przybyszewski, Norbert Kapinski +5
Achilles tendon rupture is a debilitating injury, which is typically treated with surgical repair and long-term rehabilitation. The recovery, however, is protracted and often incom…
An Unsupervised Framework for Comparing Graph Embeddings
Bogumil Kaminski, Pawel Pralat, Francois Theberge
Graph embedding is a transformation of vertices of a graph into set of vectors. Good embeddings should capture the graph topology, vertex-to-vertex relationship, and other relevant…
Clustering via Hypergraph Modularity
Bogumil Kaminski, Valerie Poulin, Pawel Pralat +2
Despite the fact that many important problems (including clustering) can be described using hypergraphs, theoretical foundations as well as practical algorithms using hypergraphs a…
Optimal uniform approximation of Lévy processes on Banach spaces with finite variation processes
W. M. Bednorz, Rafał M. Łochowski, R. Martynek
For a general càdlàg Lévy process on a separable Banach space we estimate values of $\inf_{Y\in{\cal A}_X} \mathbb{E}\left\{ ψ\left( \Vert X - Y \Vert_\infty\right) + \mathrm{T…
On SDEs with Lipschitz coefficients, driven by continuous, model-free martingales
Lesiba Ch. Galane, Rafał M. Łochowski, Farai J. Mhlanga
We prove the existence and uniqueness of solutions of SDEs with Lipschitz coefficients, driven by continuous, model-free martingales. The main tool in our reasoning is Picard's ite…
On tails of symmetric and totally asymmetric -stable distributions
Witold M. Bednorz, Rafał M. Łochowski, Rafał Martynek
We estimate up to universal constants tails of symmetric and totally asymmetric 1-dimensional -stable distributions in terms of functions of the parameters of these distribution…
On the quadratic variation of the model-free price paths with jumps
Lesiba Ch. Galane, Rafał M. Łochowski, Farai J. Mhlanga
We prove that the model-free typical (in the sense of Vovk) càdlàg price paths with mildly restricted downward jumps possess quadratic variation which does not depend on the specif…
Non-invasive control of the fractional Hegselmann-Krause type model
Ricardo Almeida, Agnieszka B. Malinowska, Tatiana Odzijewicz
In this paper, the fractional order Hegselmann-Krause type model with leadership is studied.We seek an optimal control strategy for the system to reach a consensus in such a way th…
Fractional differential equations with dependence on the Caputo-Katugampola derivative
Ricardo Almeida, Agnieszka B. Malinowska, Tatiana Odzijewicz
In this paper we present a new type of fractional operator, the Caputo-Katugampola derivative. The Caputo and the Caputo-Hadamard fractional derivatives are special cases of this n…
Riemann-Stieltjes integrals driven by irregular signals in Banach spaces and rate-independent characteristics of their irregularity
R. M. Łochowski
We prove an inequality of the Loéve-Young type for the Riemann-Stieltjes integrals driven by irregular signals attaining their values in Banach spaces and, as a result, we derive a…
On a generalisation of the Banach indicatrix theorem
Rafał M. Łochowski
We prove that for any regulated function and the infimum of the total variations of functions approximating with accuracy $c…
A new theorem on the existence of the Riemann-Stieltjes integral and an improved version of the Loéve-Young inequality
Rafał M. Łochowski
Using the notion of the truncated variation we obtain a new theorem on the existence and estimation of the Riemann-Stieltjes integral. As a special case of this theorem we obtain a…