Classification of Epileptic Seizures by Simple Machine Learning Techniques: Application to Animals’ Electroencephalography Signals by Illia Pidvalnyi, Anna Kostenko, Oleksandr Sudakov, Dmytro Isaev, Oleksandr Maximyuk, Oleg Krishtal, Olena Iegorova, Ievgen Kabin, Zoya Dyka, Steffen Ortmann, Peter Langendorfer

“…Support vector machines are accessible and convenient methods for classification that have achieved promising classification quality, and are rather lightweight compared to other machine learning methods. …”
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Improving the Accuracy for Analyzing Heart Diseases Prediction Based on the Ensemble Method by Xiao-Yan Gao, Abdelmegeid Amin Ali, Hassan Shaban Hassan, Eman M. Anwar

“…The different methods are used to evaluate models: accuracy, recall, precision, F-measure, and ROC.The results show the bagging ensemble learning method with decision tree has achieved the best performance.…”
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Application of a Fault Detection and Isolation System on a Rotary Machine by Silvia M. Zanoli, Giacomo Astolfi

“…Tests results show that detection and isolation of single as well as multiple faults are successfully achieved.…”
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Collaborative probability based multimodel target identification in wireless sensor networks by SUN Xin-yao, WANG Xue, WANG Sheng

“…A collaborative probability based multimodel target identification method for the applications in wireless sen-sor networks was proposed.Wavelet package was used to extract the features of the target information sample,and in or-der to decrease the computing complexity and reserve the key information as well,feature compaction,which achieved by principal components analysis,was carried out before learning.Different types of Gaussian classifier were developed for classifier learning.To gain global optimal results,committee decision was employed to select and combine individual decisions with dynamically adjusted weights.The experiment results verified that the method introduced can adapt to the interference factor of the environment and can implement target identification accurately and stably.…”
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Analysis of Regional Economic Development Differences Based on Intelligent Hybrid Algorithm by Yanyan Li

“…Intelligent algorithms or their improved and hybrid algorithms can recently achieve more suitable solutions to practical problems of nonlinear, discrete, nondifferentiable, and multiple constraints. …”
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Comparison of Machine Learning Methods for the Arterial Hypertension Diagnostics by Vladimir S. Kublanov, Anton Yu. Dolganov, David Belo, Hugo Gamboa

“…Investigation results show that discriminant analysis achieves the highest classification accuracy. The suggested approach of noncorrelated feature set search achieved higher results than data set based on the principal components.…”
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Examining the experiences of school governing body in handling school funds by Bhekithemba Phumlani Ngema, Simanga Phillip Lukhele, Rudzani Israel Lumadi

“…Thus, the study’s primary aim was achieved through the identification of hindrances that prevented the finance committee from effectively managing school funds. …”
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Two dimentional lattice vibrations from direct product representations of symmetry groups by J. N. Boyd, P. N. Raychowdhury

“…The transformation to achieve the diagonalization was obtained from group theorectic considerations. …”
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Les effets de la précarité du travail sur la santé : le droit du travail peut-il s’en saisir ? by Loïc Lerouge

“…As well, labour law must be able to take the labour market reconfiguration into account in order to improve working conditions. This is achieved by taking health and the new professional trajectories (mobility, intermittent employment, company reorganization) into consideration, but also by confronting the company’s principal prevention body (represented by the joint health, safety and working conditions committee) with the precariousness of work.…”
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Biological Strategies to Enhance Healing of the Avascular Area of the Meniscus by Umile Giuseppe Longo, Stefano Campi, Giovanni Romeo, Filippo Spiezia, Nicola Maffulli, Vincenzo Denaro

“…However, data are too heterogeneous to achieve definitive conclusions on the use of these techniques for routine management of meniscal lesions. …”
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Numerical Study on Failure Mechanisms of Shaft Wall Consisting of Steel Plate and Concrete under the Effects of Explosion by Yanjun Qi, Linming Dou, Zhaoxing Dong, Bo Meng

“…To enhance the antidynamic and static load resistance of reinforced concrete structures, the measure of covering steel plates on the inner surface of concrete structures arises, which has been rapidly developed and applied in civil engineering and other fields and has achieved a good performance. A new shaft wall structure consisting of steel plate reinforced concrete has been widely used in shaft of deep mining. …”
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Manajemen kepala Madrasah Ibtidaiyah dalam menumbuhkan pendidikan karakter religius pada era digital by Murni Yanto

“…This study aims to determine how the management of madrasah principals in fostering religious character education in the digital era. …”
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Manajemen kebijakan kepala madrasah dalam meningkatkan mutu pendidikan by Murni Yanto, Irwan Fathurrochman

“…This qualitative research raises the theme of Madrasah Head Policy Management in improving the quality of education in Madrasah Ibtidaiyah Negeri 1 Rejang Lebong, the results of the study indicate that the quality of education can be achieved by prioritizing madrasas in curriculum development and teacher professional development through the activities of Teacher Working Groups, Madrasah Head Policy Management can be done through internal and external factors of madrasas in fostering teacher honesty, appreciation, harmonious and humane climate of communication of democracy between leaders and teachers, Principals of madrasas foster a conducive atmosphere of madrasas, foster a sense of responsibility to teachers in teaching, through coordination with district leaders, madrasa committee and the community, so that the quality of education can be improved.…”
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Compression Algorithm of Road Traffic Spatial Data Based on LZW Encoding by Dong-wei Xu, Yong-dong Wang, Li-min Jia, Gui-jun Zhang, Hai-feng Guo

“…The final results are listed and prove that the road traffic spatial data compression method based on LZW encoding is feasible, and the reconstructed data can achieve high accuracy.…”
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Strategy, information processing and scorecard models in the UK financial services sector by Judith Broady-Preston; Tim Hayward

“…In the current turbulent business environment, quality information is required to ensure that companies achieve competitive advantage by using such information to make decisions more rapidly than their rivals. …”
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Les sépultures du Haut Moyen âge du Champs-des-Bosses à Saint-Xandre: organisation et recrutement particulier de tombes dispersées by Yves Gleize, Lionel Maurel

“…Despite the poor preservation of the bones, the archaeo-anthropological analysis provides information about burial type and biological identity. …”
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Apprentissages en profondeur et rencontres sociales dans un cours à distance by Nicole Racette, Bruno Poellhuber, Terry Anderson, Caroll-Ann Keating, Sirléia Rosa

“…Therefore, the objectives (deeper learning and cooperation) were achieved for some, but not for others.…”
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Design and realization of compressor data abnormality safety monitoring and inducement traceability expert system. by Yuan Wang, Shaolin Hu

“…The results show that this method effectively overcomes the problems of false alarms and missed alarms based on fixed threshold alarm methods, and achieves 100% classification of two types of faults: non starting of the drive machine and low oil pressure by constructing a PCA (Principal Component Analysis)-SPE (Square Prediction Error)-CNN (Convolutional Neural Network) classifier. …”
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Evaluating modified atmosphere with variable CO₂-O₂ concentrations for Tribolium castaneum management and quality preservation in Rice storage by Xue Dong, Ming Yang, Peian Tang

“…TD exhibited the highest efficacy, achieving rapid and complete pest mortality within 48 h, particularly in the resilient pupal stage, and nearly 100 % mortality under grain-embedded conditions within 10 days. …”
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Tahfidz's Curriculum in SDIT Al-Islam Sine Ngawi Based on Boarding School by Aziz Nuri Satriyawan, Kartika Sunarso, Fina Hanifah

“…The research was based on the fact that some students who did not achieve the target of Tahfidz Qur'an at the Sekolah Dasar Islam Terpadu (SDIT) Al-Islam Sine Ngawi, East Java. …”
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