Výsledky vyhľadávania - "Knowledge-based systems"

Coati Optimization Algorithm: A new bio-inspired metaheuristic algorithm for solving optimization problems Autor Dehghani, Mohammad, Montazeri, Zeinab, Trojovská, Eva, Trojovský, Pavel

“…In this paper, a new metaheuristic algorithm called the Coati Optimization Algorithm (COA) is introduced, which mimics coati behavior in nature. The…”
Získať plný text

Explainable AI (XAI): A systematic meta-survey of current challenges and future opportunities Autor Saeed, Waddah, Omlin, Christian

“…The past decade has seen significant progress in artificial intelligence (AI), which has resulted in algorithms being adopted for resolving a variety of…”
Získať plný text

Snake Optimizer: A novel meta-heuristic optimization algorithm Autor Hashim, Fatma A., Hussien, Abdelazim G.

“…In recent years, several metaheuristic algorithms have been introduced in engineering and scientific fields to address real-life optimization problems. In this…”
Získať plný text

A survey on federated learning Autor Zhang, Chen, Xie, Yu, Bai, Hang, Yu, Bin, Li, Weihong, Gao, Yuan

“…Federated learning is a set-up in which multiple clients collaborate to solve machine learning problems, which is under the coordination of a central…”
Získať plný text

AutoML: A survey of the state-of-the-art Autor He, Xin, Zhao, Kaiyong, Chu, Xiaowen

“…Deep learning (DL) techniques have obtained remarkable achievements on various tasks, such as image recognition, object detection, and language modeling…”
Získať plný text

Beluga whale optimization: A novel nature-inspired metaheuristic algorithm Autor Zhong, Changting, Li, Gang, Meng, Zeng

“…In this paper, a novel swarm-based metaheuristic algorithm inspired from the behaviors of beluga whales, called beluga whale optimization (BWO), is presented…”
Získať plný text

White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems Autor Braik, Malik, Hammouri, Abdelaziz, Atwan, Jaffar, Al-Betar, Mohammed Azmi, Awadallah, Mohammed A.

“…This paper presents a novel meta-heuristic algorithm so-called White Shark Optimizer (WSO) to solve optimization problems over a continuous search space. The…”
Získať plný text

Equilibrium optimizer: A novel optimization algorithm Autor Faramarzi, Afshin, Heidarinejad, Mohammad, Stephens, Brent, Mirjalili, Seyedali

“…This paper presents a novel, optimization algorithm called Equilibrium Optimizer (EO), inspired by control volume mass balance models used to estimate both…”
Získať plný text

Crested Porcupine Optimizer: A new nature-inspired metaheuristic Autor Abdel-Basset, Mohamed, Mohamed, Reda, Abouhawwash, Mohamed

Získať plný text

Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks Autor Liang, Bin, Su, Hang, Gui, Lin, Cambria, Erik, Xu, Ruifeng

“…Aspect-based sentiment analysis is a fine-grained sentiment analysis task, which needs to detection the sentiment polarity towards a given aspect. Recently,…”
Získať plný text

Nutcracker optimizer: A novel nature-inspired metaheuristic algorithm for global optimization and engineering design problems Autor Abdel-Basset, Mohamed, Mohamed, Reda, Jameel, Mohammed, Abouhawwash, Mohamed

“…This work presents a novel nature-inspired metaheuristic called Nutcracker Optimization Algorithm (NOA) inspired by Clark’s nutcrackers. The nutcrackers…”
Získať plný text

A comprehensive survey on sentiment analysis: Approaches, challenges and trends Autor Birjali, Marouane, Kasri, Mohammed, Beni-Hssane, Abderrahim

“…Sentiment analysis (SA), also called Opinion Mining (OM) is the task of extracting and analyzing people’s opinions, sentiments, attitudes, perceptions, etc.,…”
Získať plný text

From concept drift to model degradation: An overview on performance-aware drift detectors Autor Bayram, Firas, Ahmed, Bestoun S., Kassler, Andreas

“…The dynamicity of real-world systems poses a significant challenge to deployed predictive machine learning (ML) models. Changes in the system on which the ML…”
Získať plný text

DUNet: A deformable network for retinal vessel segmentation Autor Jin, Qiangguo, Meng, Zhaopeng, Pham, Tuan D., Chen, Qi, Wei, Leyi, Su, Ran

“…Automatic segmentation of retinal vessels in fundus images plays an important role in the diagnosis of some diseases such as diabetes and hypertension. In this…”
Získať plný text

Graph embedding techniques, applications, and performance: A survey Autor Goyal, Palash, Ferrara, Emilio

“…Graphs, such as social networks, word co-occurrence networks, and communication networks, occur naturally in various real-world applications. Analyzing them…”
Získať plný text

Seagull optimization algorithm: Theory and its applications for large-scale industrial engineering problems Autor Dhiman, Gaurav, Kumar, Vijay

“…This paper presents a novel bio-inspired algorithm called Seagull Optimization Algorithm (SOA) for solving computationally expensive problems. The main…”
Získať plný text

Deep learning in ECG diagnosis: A review Autor Liu, Xinwen, Wang, Huan, Li, Zongjin, Qin, Lang

“…Cardiovascular disease (CVD) is a general term for a series of heart or blood vessels abnormality that serves as a global leading reason for death. The earlier…”
Získať plný text

Fick’s Law Algorithm: A physical law-based algorithm for numerical optimization Autor Hashim, Fatma A., Mostafa, Reham R., Hussien, Abdelazim G., Mirjalili, Seyedali, Sallam, Karam M.

“…Recently, many metaheuristic optimization algorithms have been developed to address real-world issues. In this study, a new physics-based metaheuristic called…”
Získať plný text

Political Optimizer: A novel socio-inspired meta-heuristic for global optimization Autor Askari, Qamar, Younas, Irfan, Saeed, Mehreen

“…This paper proposes a novel global optimization algorithm called Political Optimizer (PO), inspired by the multi-phased process of politics. PO is the…”
Získať plný text

Explainability in deep reinforcement learning Autor Heuillet, Alexandre, Couthouis, Fabien, Díaz-Rodríguez, Natalia

“…A large set of the explainable Artificial Intelligence (XAI) literature is emerging on feature relevance techniques to explain a deep neural network (DNN)…”
Získať plný text