Výsledky vyhledávání - Active Learning in Machine Learning Research

The roles of artificial intelligence techniques for increasing the prediction performance of important parameters and their optimization in membrane processes: A systematic review Autor Shuai Yuan, Hossein Ajam, Zainab Ali Bu Sinnah, Farag M. A. Altalbawy, Sabah Auda Abdul Ameer, Ahmed Husain, Zuhair I. Al Mashhadani, Ahmed Alkhayyat, Ali Alsalamy, Riham Ali Zubaid, Yan Cao

Získat plný text

Secure Image Inference Using Pairwise Activation Functions Autor Jonas T. Agyepong, Mostafa I. Soliman, Yasutaka Wada, Keiji Kimura, Ahmed El-Mahdy

Získat plný text

Machine learning for active matter Autor Cichos, Frank, Gustavsson, Kristian, Mehlig, Bernhard, Volpe, Giovanni

“…The availability of large datasets has boosted the application of machine learning in many fields and is now starting to shape active-matter research as well…”
Získat plný text

Research on Cu-Sn machine learning interatomic potential with active learning strategy Autor Liu, Jinyan, Zhang, Guanghao, Wang, Jianyong, Zhang, Hong, Han, Ye

“…Fig.1 Active learning Cu-Sn DP model workflow. δ represented the model deviation…”
Získat plný text

Underwater Acoustic Research Trends with Machine Learning: Active SONAR Applications Autor Yang, Haesang, Byun, Sung-Hoon, Lee, Keunhwa, Choo, Youngmin, Kim, Kookhyun

“… Presently, various types of machine learning techniques are being widely used to extract information from acoustic data…”
Získat plný text

Research on intelligent semi-active control algorithms and seismic reliability based on machine learning Autor Xiao, Zhongyuan, Xu, Jianguo, Wang, Li, Huang, Liang

“… Building upon this, an intelligent semi-active control algorithm leveraging machine learning is introduced…”
Získat plný text

Structure Guided Deep Neural Network for Unsupervised Active Learning Autor Li, Changsheng, Ma, Handong, Yuan, Ye, Wang, Guoren, Xu, Dong

“…Unsupervised active learning has become an active research topic in the machine learning and computer vision communities, whose goal is to choose a subset of representative samples to be labeled…”
Získat plný text

Active Machine Learning for Chemical Engineers: A Bright Future Lies Ahead Autor Ureel, Yannick, Dobbelaere, Maarten R., Ouyang, Yi, De Ras, Kevin, Sabbe, Maarten K., Marin, Guy B., Van Geem, Kevin M.

“…By combining machine learning with the design of experiments, thereby achieving so-called active machine learning, more efficient and cheaper research can be conducted…”
Získat plný text

Radiological images and machine learning: Trends, perspectives, and prospects Autor Zhang, Zhenwei, Sejdić, Ervin

“…The application of machine learning to radiological images is an increasingly active research area that is expected to grow in the next five to ten years…”
Získat plný text

Proactive Push Research on Personalized Learning Resources Based on Machine Learning Autor Wang, Lu

“… This article analyzes the role of traditional big data technology and machine learning technology in recommending personalized learning resources in educational assistance systems…”
Získat plný text

Editorial of Special Issue “Deep Learning and Machine Learning in Bioinformatics” Autor Kang, Mingon, Oh, Jung Hun

“…In recent years, deep learning has emerged as a highly active research field, achieving great success in various machine learning areas, including image processing, speech recognition, and natural…”
Získat plný text

Knowledge graphs as tools for explainable machine learning: A survey Autor Tiddi, Ilaria, Schlobach, Stefan

“… As of late, explainable AI has become a very active field of research by addressing the limitations of the latest machine learning solutions that often provide highly accurate, but hardly scrutable…”
Získat plný text

Research on the optimal selection method of sensors/actuators in active structural acoustic control for helicopter based on machine learning Autor Yuan, Yang, Lu, Yang, Sun, Jiaming, Wang, Changtian

“…•An intelligent sensors/actuators selection algorithm based on machine learning is proposed.•A simulation study is conducted using a helicopter cabin model as the object…”
Získat plný text

Artificial Intelligence and Machine Learning in Sport Research: An Introduction for Non-data Scientists Autor Chmait, Nader, Westerbeek, Hans

“… Likewise, for many, the motivations for adopting a machine learning (ML) paradigm in sports analytics are still either faint or unclear…”
Získat plný text

Examining active travel behavior through explainable machine learning: Insights from Beijing, China Autor Yin, Ganmin, Huang, Zhou, Fu, Chen, Ren, Shuliang, Bao, Yi, Ma, Xiaolei

“… To fill the gap, our study integrates large-scale big trip data and data-driven machine learning to simultaneously predict active travel flow and probability…”
Získat plný text

Int&in: A machine learning‐based web server for active split site identification in inteins Autor Schmitz, Mirko, Ballestin, Jara Ballestin, Liang, Junsheng, Tomas, Franziska, Freist, Leon, Voigt, Karsten, Di Ventura, Barbara, Öztürk, Mehmet Ali

“…Inteins are proteins that excise themselves out of host proteins and ligate the flanking polypeptides in an auto‐catalytic process called protein splicing. In…”
Získat plný text

Asymmetric Domain Nucleation from Dislocation Core in Barium Titanate: Molecular Dynamics Simulation Using Machine‐Learning Potential through Active Learning Autor Deguchi, Genki, Kobayashi, Ryo, Azuma, Hikaru, Ogata, Shuji, Uranagase, Masayuki, Spreafico, Samuele

“… In this article, a machine learning (ML) potential is developed to study the influence of dislocations on domain nucleation…”
Získat plný text

Expediting carbon dots synthesis by the active adaptive method with machine learning and applications in dental diagnosis and treatment Autor Tang, Yaoyao, Xu, Quan, Zhang, Xinyao, Zhu, Rongye, Zhao, Nuo, Wang, Juncheng

“… However, the synthesis method containing multivariable leads to high uncertainty, exhaustive attempts, and exorbitant manpower costs. Machine learning (ML…”
Získat plný text

Generalized SMO Algorithm for SVM-Based Multitask Learning Autor Feng Cai, Cherkassky, V.

“…Exploiting additional information to improve traditional inductive learning is an active research area in machine learning…”
Získat plný text

Research on Semi-active Air Suspensions of Heavy Trucks Based on a Combination of Machine Learning and Optimal Fuzzy Control Autor Yuan, Huan, Nguyen, Vanliem, Zhou, Huaxiang

“…A combination of machine learning (ML) and optimal fuzzy control (OFC) is proposed for the semi-active air suspensions of heavy trucks to further improve ride comfort and road friendliness…”
Získat plný text