Výsledky vyhľadávania - "Classification algorithms"

Text Classification Algorithms: A Survey Autor Kowsari, Kamran, Jafari Meimandi, Kiana, Heidarysafa, Mojtaba, Mendu, Sanjana, Barnes, Laura, Brown, Donald

“… In this paper, a brief overview of text classification algorithms is discussed. This overview covers different text feature extractions, dimensionality reduction methods, existing algorithms and techniques, and evaluations methods. Finally, the limitations of each technique and their application in real-world problems are discussed…”
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A review of classification algorithms for EEG-based brain-computer interfaces: a 10 year update Autor Lotte, F, Bougrain, L, Cichocki, A, Clerc, M, Congedo, M, Rakotomamonjy, A, Yger, F

“… The time is therefore ripe for an updated review of EEG classification algorithms for BCIs…”
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Prediction of Diabetes using Classification Algorithms Autor Sisodia, Deepti, Sisodia, Dilip Singh

“… Therefore three machine learning classification algorithms namely Decision Tree, SVM and Naive Bayes are used in this experiment to detect diabetes at an early stage…”
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Review of Image Classification Algorithms Based on Convolutional Neural Networks Autor Chen, Leiyu, Li, Shaobo, Bai, Qiang, Yang, Jing, Jiang, Sanlong, Miao, Yanming

“…Image classification has always been a hot research direction in the world, and the emergence of deep learning has promoted the development of this field…”
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Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research Autor Lessmann, Stefan, Baesens, Bart, Seow, Hsin-Vonn, Thomas, Lyn C.

“… published their benchmarking study of classification algorithms in credit scoring [Baesens, B., Van Gestel, T., Viaene, S., Stepanova, M., Suykens, J., & Vanthienen, J…”
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A Survey on Text Classification Algorithms: From Text to Predictions Autor Gasparetto, Andrea, Marcuzzo, Matteo, Zangari, Alessandro, Albarelli, Andrea

“…In recent years, the exponential growth of digital documents has been met by rapid progress in text classification techniques. Newly proposed machine learning…”
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Waste reduction via image classification algorithms: beyond the human eye with an AI-based vision Autor Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Bouzary, Hamed, Shahin, Awni

“…Modern manufacturing is the world's largest and most automated industrial sector. The rise of Industry 4.0 technologies such as Big Data, Internet of Things…”
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Classification algorithms and social outcomes Autor Penn, Elizabeth Maggie, Patty, John W.

“…Classification algorithms are increasingly important in areas such as obtaining credit, employment, health care, housing, law enforcement, and national security…”
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Comparative analysis of image classification algorithms based on traditional machine learning and deep learning Autor Wang, Pin, Fan, En, Wang, Peng

“…•Representative SVM and CNN algorithms in traditional machine learning and deep learning for research.•Under other conditions being the same, the data sets are…”
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Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation Autor Wong, Tzu-Tsung

“… Both k-fold and leave-one-out cross validation are very popular for evaluating the performance of classification algorithms…”
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Bake off redux: a review and experimental evaluation of recent time series classification algorithms Autor Middlehurst, Matthew, Schäfer, Patrick, Bagnall, Anthony

“…In 2017, a research paper (Bagnall et al. Data Mining and Knowledge Discovery 31(3):606-660. 2017 ) compared 18 Time Series Classification (TSC) algorithms on…”
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An up-to-date comparison of state-of-the-art classification algorithms Autor Zhang, Chongsheng, Liu, Changchang, Zhang, Xiangliang, Almpanidis, George

“…•We compare the accuracy of 11 classification algorithms pairwise and groupwise.•We examine separately the training, parameter-tuning, and testing time…”
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Assessment of wear/nonwear time classification algorithms for triaxial accelerometer Autor Choi, Leena, Ward, Suzanne Capen, Schnelle, John F, Buchowski, Maciej S

“…The objective of this study is to assess the performance of existing wear/nonwear time classification algorithms for accelerometry data collected in the free-living environment using a wrist-worn…”
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A REVIEW OF POINT CLOUDS SEGMENTATION AND CLASSIFICATION ALGORITHMS Autor Grilli, E., Menna, F., Remondino, F.

“…Today 3D models and point clouds are very popular being currently used in several fields, shared through the internet and even accessed on mobile phones…”
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Online Passive-Aggressive Multilabel Classification Algorithms Autor Zhai, Tingting, Wang, Hao

“… In order to overcome the drawbacks of batch learning, we develop a family of online multilabel classification algorithms, which can update the model instantly and efficiently, and make a timely…”
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Optimization classification, algorithms and tools for renewable energy: A review Autor Iqbal, M., Azam, M., Naeem, M., Khwaja, A.S., Anpalagan, A.

“…Renewable energy technologies׳ systems are major components of the strategy to reduce harmful emissions and deal with depleting energy resources. It is…”
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A Survey of Brain Tumor Segmentation and Classification Algorithms Autor Biratu, Erena Siyoum, Schwenker, Friedhelm, Ayano, Yehualashet Megersa, Debelee, Taye Girma

“…A brain Magnetic resonance imaging (MRI) scan of a single individual consists of several slices across the 3D anatomical view. Therefore, manual segmentation…”
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An open access database for the evaluation of respiratory sound classification algorithms Autor Rocha, Bruno M, Filos, Dimitris, Mendes, Luís, Serbes, Gorkem, Ulukaya, Sezer, Kahya, Yasemin P, Jakovljevic, Nikša, Turukalo, Tatjana L, Vogiatzis, Ioannis M, Perantoni, Eleni, Kaimakamis, Evangelos, Natsiavas, Pantelis, Oliveira, Ana, Jácome, Cristina, Marques, Alda, Maglaveras, Nicos, Pedro Paiva, Rui, Chouvarda, Ioanna, de Carvalho, Paulo

“…Over the last few decades, there has been significant interest in the automatic analysis of respiratory sounds. However, currently there are no publicly…”
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Adaptive Radar Detection and Classification Algorithms for Multiple Coherent Signals Autor Han, Sudan, Yan, Linjie, Zhang, Yuxuan, Addabbo, Pia, Hao, Chengpeng, Orlando, Danilo

“…In this paper, we address the problem of target detection in the presence of coherent (or fully correlated) signals, which can be due to multipath propagation…”
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Ensemble of feature sets and classification algorithms for sentiment classification Autor Xia, Rui, Zong, Chengqing, Li, Shoushan

“… The ensemble framework is applied to sentiment classification tasks, with the aim of efficiently integrating different feature sets and classification algorithms to synthesize a more accurate classification procedure…”
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