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Classifying design-level requirements using machine learning for a recommender of interaction design patterns
Silva-Rodríguez, Viridiana, Nava-Muñoz, Sandra Edith, Castro, Luis A, Martínez-Pérez, Francisco E, Pérez-González, Héctor G, Torres-Reyes, Francisco
Published in IET software (01.10.2020)
Published in IET software (01.10.2020)
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Journal Article
A Gradient-Based Reinforcement Learning Algorithm for Multiple Cooperative Agents
Zhang, Zhen, Wang, Dongqing, Zhao, Dongbin, Han, Qiaoni, Song, Tingting
Published in IEEE access (2018)
Published in IEEE access (2018)
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Journal Article
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework
van der Vegt, Anton H, Scott, Ian A, Dermawan, Krishna, Schnetler, Rudolf J, Kalke, Vikrant R, Lane, Paul J
Published in Journal of the American Medical Informatics Association : JAMIA (20.06.2023)
Published in Journal of the American Medical Informatics Association : JAMIA (20.06.2023)
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Journal Article
Developing a novel framework for forecasting groundwater level fluctuations using Bi-directional Long Short-Term Memory (BiLSTM) deep neural network
Ghasemlounia, Redvan, Gharehbaghi, Amin, Ahmadi, Farshad, Saadatnejadgharahassanlou, Hamid
Published in Computers and electronics in agriculture (01.12.2021)
Published in Computers and electronics in agriculture (01.12.2021)
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Journal Article
Assessment of the importance of gully erosion effective factors using Boruta algorithm and its spatial modeling and mapping using three machine learning algorithms
Amiri, Mahdis, Pourghasemi, Hamid Reza, Ghanbarian, Gholam Abbas, Afzali, Sayed Fakhreddin
Published in Geoderma (15.04.2019)
Published in Geoderma (15.04.2019)
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Journal Article
SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes
Zhang, Chengwei, Li, Xiaohong, Hao, Jianye, Chen, Siqi, Tuyls, Karl, Xue, Wanli, Feng, Zhiyong
Published in Autonomous agents and multi-agent systems (01.07.2019)
Published in Autonomous agents and multi-agent systems (01.07.2019)
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Journal Article
Machinability of Titanium Grade 5 Alloy for Wire Electrical Discharge Machining Using a Hybrid Learning Algorithm
Natarajan, Manikandan, Pasupuleti, Thejasree, Giri, Jayant, Sunheriya, Neeraj, Katta, Lakshmi Narasimhamu, Chadge, Rajkumar, Mahatme, Chetan, Giri, Pallavi, Mallik, Saurav, Ray, Kanad
Published in Information (Basel) (01.08.2023)
Published in Information (Basel) (01.08.2023)
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Journal Article
Multi-robot path planning based on a deep reinforcement learning DQN algorithm
Yang, Yang, Juntao, Li, Lingling, Peng
Published in CAAI Transactions on Intelligence Technology (01.09.2020)
Published in CAAI Transactions on Intelligence Technology (01.09.2020)
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Journal Article
SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments
Putra, Rachmad Vidya Wicaksana, Shafique, Muhammad
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System
Hernandez-Cano, Alejandro, Zhuo, Cheng, Yin, Xunzhao, Imani, Mohsen
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
Published in 2021 58th ACM/IEEE Design Automation Conference (DAC) (05.12.2021)
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Conference Proceeding
Migration Modeling and Learning Algorithms for Containers in Fog Computing
Tang, Zhiqing, Zhou, Xiaojie, Zhang, Fuming, Jia, Weijia, Zhao, Wei
Published in IEEE transactions on services computing (01.09.2019)
Published in IEEE transactions on services computing (01.09.2019)
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Journal Article
Optimal Discriminative Projection for Sparse Representation-Based Classification via Bilevel Optimization
Zhang, Guoqing, Sun, Huaijiang, Zheng, Yuhui, Xia, Guiyu, Feng, Lei, Sun, Quansen
Published in IEEE transactions on circuits and systems for video technology (01.04.2020)
Published in IEEE transactions on circuits and systems for video technology (01.04.2020)
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Journal Article