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- research-articleJanuary 2024
Self-tuning framework to reduce the number of false positive instances using aggregation functions in ensemble classifier
- Wojciech Gałka,
- Jan G. Bazan,
- Urszula Bentkowska,
- Marcin Mrukowicz,
- Paweł Drygaś,
- Marcin Ochab,
- Piotr Suszalski,
- Sebastian Obara
Procedia Computer Science (PROCS), Volume 246, Issue CPages 4028–4037https://doi.org/10.1016/j.procs.2024.09.241AbstractIn this contribution, the model which is dedicated to reducing the number of false positive instances is proposed. This is a self-tuning model using aggregation functions and time-series data periods. As a case study, the proposed model is tested ...
- research-articleAugust 2023
Continuous Processes with Fuzzy States and Their Applications
Automation and Remote Control (ARCO), Volume 84, Issue 8Pages 827–839https://doi.org/10.1134/S0005117923080040AbstractScalar characteristics of continuous processes with fuzzy states—mean and correlation functions—are introduced and studied. Their algebraic properties as well as some properties related to the differentiation and integration of fuzzy functions of ...
- articleDecember 2014
Three types of monotonicity of averaging functions
Knowledge-Based Systems (KNBS), Volume 72, Issue 1Pages 114–122https://doi.org/10.1016/j.knosys.2014.08.028Monotonicity with respect to all arguments is fundamental to the definition of aggregation functions, which are one of the basic tools in knowledge-based systems. The functions known as means (or averages) are idempotent and typically are monotone, ...
- articleAugust 2014
Probability weighted means as surrogates for stochastic dominance in decision making
Knowledge-Based Systems (KNBS), Volume 66, Issue 1Pages 92–98https://doi.org/10.1016/j.knosys.2014.04.024We discuss the role of stochastic dominance as tool for comparing uncertain payoff alternatives. However, we note the fact that this is a very strong condition and in most cases a stochastic dominance relationship does not exist between alternatives. ...
- short-paperJune 2013
You are the real experts!: Studying teenagers' motivation in participatory design
IDC '13: Proceedings of the 12th International Conference on Interaction Design and ChildrenPages 328–331https://doi.org/10.1145/2485760.2485826Participatory Design (PD) engages those who are affected by a future design artefact in the design process. Participatory Design literature mostly describe how users are engaged in the process and tools, techniques and methods for facilitating the ...
- ArticleNovember 2012
Using linear programming for weights identification of generalized bonferroni means in r
MDAI'12: Proceedings of the 9th international conference on Modeling Decisions for Artificial IntelligencePages 35–44https://doi.org/10.1007/978-3-642-34620-0_5The generalized Bonferroni mean is able to capture some interaction effects between variables and model mandatory requirements. We present a number of weights identification algorithms we have developed in the R programming language in order to model ...
- ArticleMay 2012
The Current Situation Analysis and Actualizing Approach of Knowledge Sharing in Colleges and Universities under Knowledge Management Background
ICEE '12: Proceedings of the 2012 3rd International Conference on E-Business and E-Government - Volume 03Pages 973–976In this paper, the necessity of putting knowledge sharing into practice in colleges and universities is emphasized and the current situation of actualizing it at present is analyzed, and then the effective means is advanced.
- ArticleJune 2010
On the median and its extensions
We review various representations of the median and related aggregation functions. An advantage of the median is that it discards extreme values of the inputs, and hence exhibits a better central tendency than the arithmetic mean. However the value of ...
- articleJune 2003
Bounds for symmetric elliptic integrals
Journal of Approximation Theory (JAPT), Volume 122, Issue 2Pages 249–259https://doi.org/10.1016/S0021-9045(03)00077-7Lower and upper bounds for the four standard incomplete symmetric elliptic integrals are obtained. The bounding functions are expressed in terms of the elementary transcendental functions. Sharp bounds for the ratio of the complete elliptic integrals of ...