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P. Szwed

4 papers hereh-index 13597 citations71 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • first author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedClassification and Feature Transformation with Fuzzy Cognitive Maps

53 citations · 55 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2025★ 1 cited

A Ranking-Based Optimization Algorithm for the Vehicle Relocation Problem in Car Sharing Services

Piotr Szwed, Paweł Skrzynski, Jarosław Wąs

The paper addresses the Vehicle Relocation Problem in free-floating car-sharing services by presenting a solution focused on strategies for repositioning vehicles and transferring…

cs.LG2021★ 53 cited

Classification and Feature Transformation with Fuzzy Cognitive Maps

Piotr Szwed

Fuzzy Cognitive Maps (FCMs) are considered a soft computing technique combining elements of fuzzy logic and recurrent neural networks. They found multiple application in such domai…

cs.AI2015

Combining Fuzzy Cognitive Maps and Discrete Random Variables

Piotr Szwed

In this paper we propose an extension to the Fuzzy Cognitive Maps (FCMs) that aims at aggregating a number of reasoning tasks into a one parallel run. The described approach consis…

cs.NE2015★ 1 cited

Multi-swarm PSO algorithm for the Quadratic Assignment Problem: a massive parallel implementation on the OpenCL platform

Piotr Szwed, Wojciech Chmiel

This paper presents a multi-swarm PSO algorithm for the Quadratic Assignment Problem (QAP) implemented on OpenCL platform. Our work was motivated by results of time efficiency test…

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