Fault and Severity Diagnosis Using Deep Learning for Self-Organizing Networks With Imbalanced and Small Datasets by Hsin-Chang Tsai, Ming-Chun Lee, Chao-Hao Hsu

Subjects: “…Self-organizing networks…”
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Segregation-dislocation self-organized structures ductilize a work-hardened medium entropy alloy by Bojing Guo, Dingcong Cui, Qingfeng Wu, Yuemin Ma, Daixiu Wei, Kumara L. S. R, Yashan Zhang, Chenbo Xu, Zhijun Wang, Junjie Li, Xin Lin, Jincheng Wang, Xun-li Wang, Feng He

“…However, initial high-density dislocations in work-hardened materials are commonly asserted to be detrimental to ductility according to textbook strengthening theory. Inspired by the self-organized critical states of non-equilibrium complex systems in nature, we explored the mechanical response of an additively manufactured medium entropy alloy with segregation-dislocation self-organized structures (SD-SOS). …”
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Implementasi Self Organizing Maps untuk Pengelompokan Kabupaten/Kota Berdasarkan Indeks Pembangunan Manusia by Dwi Marisa Midyanti, Syamsul Bahri

“…Penelitian ini bertujuan untuk melakukan pengelompokan IPM Kalimantan Barat dengan adanya penambahan variabel kepadatan penduduk, jumlah guru dan murid, dan jumlah pengangguran menggunakan Self Organizing Maps (SOM). Metode SOM dipilih karena memiliki kelebihan untuk memetakan data berdimensi tinggi kedalam bentuk peta berdimensi rendah. …”
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PIN2-mediated self-organizing transient auxin flow contributes to auxin maxima at the tip of Arabidopsis cotyledons by Patricio Pérez-Henríquez, Shingo Nagawa, Zhongchi Liu, Xue Pan, Marta Michniewicz, Wenxin Tang, Carolyn Rasmussen, Xinping Cui, Jaimie Van Norman, Lucia Strader, Zhenbiao Yang

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Peningkatan Performa Pengelompokan Pola Berpikir Siswa dalam Belajar pada Media Pembelajaran Menggunakan Direct Batch Growing Self Organizing Map by Mochammad Izzuddin, Ahmad Afif Supianto, Tibyani Tibyani, Hilman Ferdinandus Pardede, Asri Rizki Yuliani, Ade Ramdan

“…Keterbatasan yang ada pada SOM dapat diatasi, penelitian ini mengusulkan Direct Batch Growing Self Organizing Map (DBGSOM) yang bersifat dinamis dalam ukuran jaringan dan lebih cepat dalam proses pelatihannya. …”
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Peningkatan Performa Pengelompokan Siswa Berdasarkan Aktivitas Belajar pada Media Pembelajaran Digital Menggunakan Metode Adaptive Moving Self-Organizing Maps by Onky Prasetyo, Ahmad Afif Supianto, Syaiful Anam, Hilman Ferdinandus Pardede, Vicky Zilvan, R. Budiarianto Suryo Kusumo

“…One of the most frequently used clustering methods is Self-Organizing Maps (SOM), SOM is a neural network method to maintain data topology when multidimensional input data is converted into output data with lower dimensions. …”
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Evaluate the Depth of Scouring of the Bridge Base Using Soft Calculation Techniques by Zhangabay Nurlan

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Machine learning algorithm for estimating and optimizing the phytochemical content and physicochemical properties of okra slices in an infrared heating system by Hany S. El-Mesery, Ahmed H. ElMesiry, Evans K. Quaye, Zicheng Hu, Ali Salem

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Artificial intelligence in the service of entrepreneurial finance: knowledge structure and the foundational algorithmic paradigm by Robert Kudelić, Tamara Šmaguc, Sherry Robinson

“…In contrast, applications of topic modeling, fuzzy neural networks, and growing hierarchical self-organizing maps are rare. Additionally, we take a broader view by addressing the problem of applying artificial intelligence in economic science. …”
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Identity Economics and the Creative Economy, Old and New by Herrmann-Pillath Carsten

“…This is mainly a move from an elitist and politically controlled system of the production of identities to a democratic and self-organized one, which is institutionally reflected in the increasing “marketization” of culture as a surface phenomenon. …”
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Innovative strategies for pollution assessment in Northern Bangladesh: Mapping pollution areas and tracing metal(loid)s sources in various soil types. by Abdullah Al Yeamin, Md Yousuf Mia, Shahidur R Khan, M Safiur Rahman, Venkatramanan Senapathi, Abu Reza Md Towfiqul Islam, Tasrina Rabia Choudhury

“…Geostatistical modeling and self-organizing maps (SOM) identified pollution areas and spatial patterns, while a positive matrix factorization (PMF) model revealed pollution sources. …”
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Cost-reduction strategy to culture patient derived bladder tumor organoids by Mahsa Mollapour Sisakht, Fatemeh Gholizadeh, Shirin Hekmatirad, Tokameh Mahmoudi, Saeed Montazeri, Laleh Sharifi, Hamed Daemi, Shahla Romal, Mohammad Hosein Yazdi, Mohammad Ali Faramarzi, Ahmad Reza Shahverdi, Amir Ali Hamidieh

“…Abstract Organoids as self-organized structure derived from stem cells can recapitulate the function of an organ in miniature form which have developed great potential for clinical translation, drug screening and personalized medicine. …”
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