المؤلفون: Cihun-Siyong Alex Gong, Chih-Hui Simon Su, Yuan-En Liu, De-Yu Guu, Yu-Hua Chen

المصدر: Sensors, Vol 22, Iss 18, p 7072 (2022)

مصطلحات موضوعية: vehicle early fault diagnosis, machine learning (ML), linear predictive coefficient (LPC), wavelet transform (WT), convolutional neural network (CNN), deep neural network (DNN), Chemical technology, TP1-1185

وصف الملف: electronic resource

Relation: https://www.mdpi.com/1424-8220/22/18/7072; https://doaj.org/toc/1424-8220

URL الوصول: https://doaj.org/article/cbdd6126491e400ea5e5c000428ce58c

المؤلفون: Cihun-Siyong Alex Gong, Chih-Hui Simon Su, Yu-Hua Chen, De-Yu Guu

المصدر: Micromachines, Vol 13, Iss 9, p 1380 (2022)

مصطلحات موضوعية: artificial intelligence (AI), machine learning (ML), supervised learning, unsupervised learning, reinforcement learning, modeling, Mechanical engineering and machinery, TJ1-1570

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2072-666X/13/9/1380; https://doaj.org/toc/2072-666X

URL الوصول: https://doaj.org/article/da0d48b2bfd44506bb5e572843c4426d

المؤلفون: Cihun-Siyong Alex Gong, Chih-Hui Simon Su, Kuo-Wei Chao, Yi-Chu Chao, Chin-Kai Su, Wei-Hang Chiu

المصدر: PLoS ONE, Vol 16, Iss 12, p e0259140 (2021)

مصطلحات موضوعية: Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1932-6203

URL الوصول: https://doaj.org/article/4bc330aa9ee84b33b8fe5fdeaf6f68af

المؤلفون: Cihun-Siyong Alex Gong, Huang-Chang Lee, Yu-Chieh Chuang, Tien-Hua Li, Chih-Hui Simon Su, Lung-Hsien Huang, Chih-Wei Hsu, Yih-Shiou Hwang, Jiann-Der Lee, Chih-Hsiung Chang

المصدر: Journal of Sensors, Vol 2018 (2018)

مصطلحات موضوعية: Technology (General), T1-995

Relation: http://dx.doi.org/10.1155/2018/4105208; https://doaj.org/toc/1687-725X; https://doaj.org/toc/1687-7268; https://doaj.org/article/b39a3581bc624da7999dc0c43695a85f

الاتاحة: https://doi.org/10.1155/2018/4105208
https://doaj.org/article/b39a3581bc624da7999dc0c43695a85f

المؤلفون: Cihun-Siyong Alex Gong, Chih-Hui Simon Su, Kuei-Hung Tseng

المصدر: IEEE Sensors Journal. 20:15163-15176

مصطلحات موضوعية: Chassis, Computer science, business.industry, Dimensionality reduction, Decision tree, Machine learning, computer.software_genre, k-nearest neighbors algorithm, Support vector machine, Statistical classification, ComputingMethodologies_PATTERNRECOGNITION, Multilayer perceptron, Artificial intelligence, Electrical and Electronic Engineering, business, Instrumentation, computer

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::c487a08f63cdde64bc1a2042f07d1252
https://doi.org/10.1109/jsen.2020.3010291

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/This_figure_presents_the_speech_production_model_through_LPC_method_/17432652

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g001

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/Shows_the_architecture_of_the_MFCC_/17432658

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g003

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/Shows_our_study_based_on_LPC_to_construct_the_bioacoustic_feature_datasets_/17432655

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g002

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/DNN_structure_consisting_of_many_hidden_layers_/17432661

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g004

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/Modern_LSTM_units_and_its_layer_structure_are_illustrated_/17432664

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g005

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_structure_of_the_experimental_process_for_anuran_bioacoustic_classification_/17432667

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g006

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_spectrum_diagram_of_anuran_bioacoustic_features_filtered_through_the_LPC_algorithm_with_P_coefficient_equal_to_60_including_i_Rhacophorus_taipeianus_i_i_Rhacophorus_arvalis_i_i_Fejervarya_limnocharis_i_i_Lithobates_catesbeianus_i_i_Babi/17432673

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g008

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_collected_data_information_of_the_first_4_anuras_including_i_Rhacophorus_taipeianus_i_i_Rhacophorus_arvalis_i_i_Fejervarya_limnocharis_i_i_Lithobates_catesbeianus_i_is_plotted_with_time_length_of_approximately_20_seconds_for_each_raw_da/17432670

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g007

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_spectrum_diagram_of_anuran_bioacoustic_features_filtered_through_the_LPC_algorithm_with_P_coefficient_equal_to_60_including_i_Microhyla_butleri_i_i_Microhyla_heymonsi_i_i_Micryletta_steinegeri_i_i_Kaloula_pulchra_i_i_Limnonectes_fujiane/17432676

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g009

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_spectrum_diagram_of_anuran_bioacoustic_features_filtered_through_the_MFCC_algorithm_with_pre-emphasis_coefficient_equal_to_0_9_including_i_Microhyla_butleri_i_i_Microhyla_heymonsi_i_i_Micryletta_steinegeri_i_i_Kaloula_pulchra_i_i_Limnon/17432682

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g011

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_label_establishment_of_35_anuran_datasets_through_bioacoustic_spectral_features_filtered_by_an_LPC_algorithm_/17432685

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g012

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_spectrum_diagram_of_anuran_bioacoustic_features_filtered_through_the_MFCC_algorithm_with_pre-emphasis_coefficient_equal_to_0_9_including_i_Rhacophorus_taipeianus_i_i_Rhacophorus_arvalis_i_i_Fejervarya_limnocharis_i_i_Lithobates_catesbei/17432679

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g010

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/Fig_13_-/17432691

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g013

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/Fig_20_-/17432712

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g020

المؤلفون: Cihun-Siyong Alex Gong (11874066), Chih-Hui Simon Su (11874069), Kuo-Wei Chao (11874072), Yi-Chu Chao (11874075), Chin-Kai Su (11874078), Wei-Hang Chiu (2028928)

مصطلحات موضوعية: Ecology, Biological Sciences not elsewhere classified, Information Systems not elsewhere classified, toads commonly found, principal component analysis, linear predictive coding, frequency cepstral coefficient, deep neural network, achieve dimensional reduction, mentioned two algorithms, training model datasets, sound feature datasets, term memory method, amphibian bioacoustic features, term memory, different features, classification algorithms, bioacoustic classification, %22">xlink ">, respectively used, research seeks, research describes, pytorch platform, original data, optimal combination, mfcc ), long short, gpu processor, effectively summarized, biological applications

Relation: https://figshare.com/articles/figure/The_confusion_matrix_of_DNN-12-layer_model_with_LPC_datasets_/17432748

الاتاحة: https://doi.org/10.1371/journal.pone.0259140.g031