Výsledky vyhľadávania - "Wrapper feature selection algorithm"

A novel wrapper feature selection algorithm based on iterated greedy metaheuristic for sentiment classification Autor Gokalp, Osman, Tasci, Erdal, Ugur, Aybars

“… In this study, we propose a novel wrapper feature selection algorithm based on Iterated Greedy (IG…”
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A Wrapper Feature Selection Algorithm: An Emotional Assessment Using Physiological Recordings from Wearable Sensors Autor Mohino-Herranz, Inma, Gil-Pita, Roberto, García-Gómez, Joaquín, Rosa-Zurera, Manuel, Seoane, Fernando

“…Assessing emotional state is an emerging application field boosting research activities on the topic of analysis of non-invasive biosignals to find effective…”
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Double Filter and Double Wrapper Feature Selection Algorithm for High-Dimensional Data Analysis Autor Chen, Hong, Zheng, Yuefeng

“…With the advent of the big data era, we often deal with datasets containing a large number of redundant features, and in this context, dimensionality reduction…”
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A classification system based on a new wrapper feature selection algorithm for the diagnosis of primary and secondary polycythemia Autor Korfiatis, Vasileios Ch, Asvestas, Pantelis A., Delibasis, Konstantinos K., Matsopoulos, George K.

“… To this end, a novel wrapper feature selection algorithm, called the LM–FM algorithm, is presented in order to maximize the classifier's performance…”
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Global chaotic bat algorithm for feature selection Autor Li, Ying, Cui, Xueting, Fan, Jiahao, Wang, Tan

“…The wrapper algorithm adopts the performance of the learning algorithm as the evaluation criteria to obtain excellent classification performance. However, the…”
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Towards a Lightweight Detection System Leveraging Ranking Techniques with Wrapper Feature Selection Algorithm for Selective Forwarding Attacks in Low power and Lossy Networks of IoTs Autor Al-Amiedy, Taief Alaa, Anbar, Mohammed, Belaton, Bahari, Bahashwan, Abdullah Ahmed, Abualhaj, Mosleh M.

“…The advent of the Internet of Things (IoT) marks a significant shift in networking paradigms, offering numerous advantages across various applications owing to…”
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Wrapper Feature Selection Algorithm for the Optimization of an Indicator System of Patent Value Assessment Autor Qiu, Yihui, Zhang, Chiyu

“…Effective patent value assessment provides decision support for patent transection and promotes the practical application of patent technology. The limitations…”
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Spark-based multi-verse optimizer as wrapper features selection algorithm for phishing attack challenge Autor Al-Sawwa, Jamil, Almseidin, Mohammad, Alkasassbeh, Mouhammd, Alemerien, Khalid, Younisse, Remah

“…Nowadays, phishing attacks have grown rapidly, and there is an urgent need to introduce a suitable detection method that has the ability to detect different…”
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The crash injury severity prediction of traffic accident using an improved wrappers feature selection algorithm Autor Wang, Shufeng, Li, Zhihao, Zhang, Junyou, Yuan, Yadong, Liu, Zhe

“… This paper puts forward a new wrapper feature selection algorithm to improve the prediction accuracy of the injury severity…”
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Designing a Double Filter-Encircled Wrappers Feature Selection Algorithm for Transient Stability Prediction Based on Transient Time Series Data Autor Bashiri Mosavi, Seyed Alireza, Beigi, Omid Khalaf

“…Integrating the feature selection process into machine learning-based transient analysis (MLTA) is essential for ensuring precise and timely transient…”
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A feature selection algorithm for intrusion detection system based on Pigeon Inspired Optimizer Autor Alazzam, Hadeel, Sharieh, Ahmad, Sabri, Khair Eddin

“… Feature selection is an important process to build Intrusion Detection System (IDS). In this paper, a wrapper feature selection algorithm for IDS is proposed…”
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Ensemble of heterogeneous classifiers for diagnosis and prediction of coronary artery disease with reduced feature subset Autor Velusamy, Durgadevi, Ramasamy, Karthikeyan

“…•To improve the classification accuracy and lower classification time in diagnosing coronary artery disease as compared to the state-of-the-art…”
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Forecasting dengue in Bangladesh using meteorological variables with a novel feature selection approach Autor Al Mobin, Mahadee

“… A novel wrapper feature selection algorithm employing a custom objective function is proposed in this study, which significantly improves model accuracy by 12.63…”
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Binary dragonfly optimization for feature selection using time-varying transfer functions Autor Mafarja, Majdi, Aljarah, Ibrahim, Heidari, Ali Asghar, Faris, Hossam, Fournier-Viger, Philippe, Li, Xiaodong, Mirjalili, Seyedali

“… In this paper, a wrapper-feature selection algorithm is proposed based on the Binary Dragonfly Algorithm (BDA…”
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Recursive elimination–election algorithms for wrapper feature selection Autor Liu, Wei, Wang, Jianyu

“…For classification tasks in machine learning, this paper proposes a brand-new wrapper feature selection algorithm prototype named recursive elimination–election (REE…”
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A novel protein structural classes prediction method based on predicted secondary structure Autor Ding, Shuyan, Zhang, Shengli, Li, Yang, Wang, Tianming

“…–H sequence are extracted. Then, an 11-dimensional feature vector is selected based on a wrapper feature selection algorithm and a support vector machine (SVM…”
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Hybrid feature selection based on SLI and genetic algorithm for microarray datasets Autor Abasabadi, Sedighe, Nematzadeh, Hossein, Motameni, Homayun, Akbari, Ebrahim

“… The method combines a wrapper feature selection algorithm based on the genetic algorithm (GA) with a proposed filter feature selection method, SLI…”
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A Machine Learning Approach for Predicting Sustained Remission in Rheumatoid Arthritis Patients on Biologic Agents Autor Venerito, Vincenzo, Angelini, Orazio, Fornaro, Marco, Cacciapaglia, Fabio, Lopalco, Giuseppe, Iannone, Florenzo

“…-up. A wrapper feature selection algorithm was used to determine an attribute core set. Four different ML algorithms, namely, LR, random forest, K-nearest neighbors…”
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High-accuracy automatic classification of Parkinsonian tremor severity using machine learning method Autor Jeon, Hyoseon, Lee, Woongwoo, Park, Hyeyoung, Lee, Hong Ji, Kim, Sang Kyong, Kim, Han Byul, Jeon, Beomseok, Park, Kwang Suk

“…Although clinical aspirations for new technology to accurately measure and diagnose Parkinsonian tremors exist, automatic scoring of tremor severity using…”
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Robust feature selection to predict tumor treatment outcome Autor Mi, Hongmei, Petitjean, Caroline, Dubray, Bernard, Vera, Pierre, Ruan, Su

“…•A novel wrapper method searches forward in a hierarchical feature subset space.•Prior domain knowledge is incorporated into the selection procedure.•Promising…”
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