Search Results - "Snášel, Václav"

Metaheuristic design of feedforward neural networks: A review of two decades of research by Ojha, Varun Kumar, Abraham, Ajith, Snášel, Václav

“…Over the past two decades, the feedforward neural network (FNN) optimization has been a key interest among the researchers and practitioners of multiple…”
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Heuristic design of fuzzy inference systems: A review of three decades of research by Ojha, Varun, Abraham, Ajith, Snášel, Václav

“…This paper provides an in-depth review of the optimal design of type-1 and type-2 fuzzy inference systems (FIS) using five well known computational frameworks:…”
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Gannet optimization algorithm : A new metaheuristic algorithm for solving engineering optimization problems by Pan, Jeng-Shyang, Zhang, Li-Gang, Wang, Ruo-Bin, Snášel, Václav, Chu, Shu-Chuan

“…Engineering design problems are usually large-scale constrained optimization problems, and metaheuristic algorithms are vital for solving such complex…”
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A survey on binary metaheuristic algorithms and their engineering applications by Pan, Jeng-Shyang, Hu, Pei, Snášel, Václav, Chu, Shu-Chuan

“…This article presents a comprehensively state-of-the-art investigation of the engineering applications utilized by binary metaheuristic algorithms. Surveyed…”
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Predictive intelligence in evaluation of visual perception thresholds for visual pattern recognition and understanding by Ogiela, Urszula, Snášel, Václav

“…This paper will present how predictive evaluation can be applied in research on specifying perception thresholds in cognitive approach to understanding images…”
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Many-objective African vulture optimization algorithm: A novel approach for many-objective problems by Askr, Heba, Farag, M A, Hassanien, Aboul Ella, Snášel, Václav, Farrag, Tamer Ahmed

“…Several optimization problems can be abstracted into many-objective optimization problems (MaOPs). The key to solving MaOPs is designing an effective algorithm…”
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A hybrid chameleon swarm algorithm with superiority of feasible solutions for optimal combined heat and power economic dispatch problem by Rizk-Allah, Rizk M., Hassanien, Aboul Ella, Snášel, Václav

“…Combined heat and power economic dispatch (CHPED) is a challenging important optimization task in the economic operation of power systems that aims to minimize…”
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Short-term power load forecasting with ordinary differential equation substitutions of polynomial networks by Zjavka, Ladislav, Snášel, Václav

“…•A new neural network type – the differential polynomial neural network is presented.•Power load historical time-series are described by a general ordinary…”
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From constraints fusion to manifold optimization: A new directional transport manifold metaheuristic algorithm by Snášel, Václav, Kong, Lingping, Das, Swagatam

“…The ascent of geometry-based models and methodologies, exemplified by geometric deep learning and manifold numerical optimization algorithms, has inaugurated a…”
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Genetic Algorithm-enhanced Rank aggregation model to measure the performance of Pulp and Paper Industries by Singh, Meenu, Pant, Millie, Diwan, Saumya, Snášel, Václav

“…•A novel rank aggregation method for addressing conflicting MCDM ranking results is proposed.•The suggested model uses genetic algorithm (GA) to minimize the…”
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Improved spherical search with local distribution induced self-adaptation for hard non-convex optimization with and without constraints by Kumar, Abhishek, Das, Swagatam, Snášel, Václav

“…Most metaheuristic optimizers rely heavily on precisely setting their control parameters and search operators to perform well. Considering the complexity of…”
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Weighted mean of vectors optimization algorithm and its application in designing the power system stabilizer by Snášel, Václav, Rizk-Allah, Rizk M., Izci, Davut, Ekinci, Serdar

“…Accurate design of the power system stabilizer (PSS) models is a crucial issue due to their significant impact on the stability of power system operation…”
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Consumers' Acceptance and Use of Information and Communications Technology: A UTAUT and Flow Based Theoretical Model by Alwahaishi, Saleh, Snásel, Václav

“…The world has changed a lot in the past years. The rapid advances in technology and the changing of the communication channels have changed the way people work…”
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Towards human‐oriented solutions for deep semantic data analysis by Ogiela, Lidia, Snášel, Václav

“…Summary This paper presents a new data analysis technology based on human‐oriented analysis. This analysis covers semantic methods of data description and…”
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Chatbots: Security, privacy, data protection, and social aspects by Hasal, Martin, Nowaková, Jana, Ahmed Saghair, Khalifa, Abdulla, Hussam, Snášel, Václav, Ogiela, Lidia

“…Summary Chatbots are artificial communication systems becoming increasingly popular and not all their security questions are clearly solved. People use…”
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Intelligent and semantic threshold schemes for security in cloud computing by Ogiela, Lidia, Snášel, Václav

“…Summary This article presents new methods of securing data with particular emphasis on their applications in Cloud Computing. Methods of hiding data dedicated…”
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Self-Adaptive Spherical Search With a Low-Precision Projection Matrix for Real-World Optimization by Kumar, Abhishek, Das, Swagatam, Kong, Lingping, Snasel, Vaclav

“…Since the last three decades, numerous search strategies have been introduced within the framework of different evolutionary algorithms (EAs). Most of the…”
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Maximum power point tracking and parameter estimation for multiple-photovoltaic arrays based on enhanced pigeon-inspired optimization with Taguchi method by Pan, Jeng-Shyang, Tian, Ai-Qing, Snášel, Václav, Kong, Lingping, Chu, Shu-Chuan

“…The simulation, control and optimization of photovoltaic (PV) modules require the extraction of parameters from actual data and the construction of highly…”
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Low-rank and global-representation-key-based attention for graph transformer by Kong, Lingping, Ojha, Varun, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam, Snášel, Václav

“…Transformer architectures have been applied to graph-specific data such as protein structure and shopper lists, and they perform accurately on graph/node…”
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A hierarchical overlapping community detection method based on closed trail distance and maximal cliques by Dráždilová, Pavla, Prokop, Petr, Platoš, Jan, Snášel, Václav

“…An important feature of real networks is their hierarchy and the existence of overlapping communities. Hierarchical agglomerative clustering is one way to…”
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