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GARL: Genetic Algorithm-Augmented Reinforcement Learning to Detect Violations in Marker-Based Autonomous Landing Systems

by Liang, Linfeng, Deng, Yao, Morton, Kye, Kallinen, Valtteri, James, Alice, Seth, Avishkar, Kuantama, Endrowednes, Mukhopadhyay, Subhas, Han, Richard, Zheng, Xi
Published in Proceedings / International Conference on Software Engineering (26.04.2025)

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Conference Proceeding

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Variation-Aware Application Scheduling and Power Management for Chip Multiprocessors

by Teodorescu, Radu, Torrellas, Josep
Published in 2008 International Symposium on Computer Architecture (01.06.2008)

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Conference Proceeding

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Machine learning‐based predictive control of nonlinear processes. Part I: Theory

by Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2019)

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Journal Article

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MultiK-MHKS: A Novel Multiple Kernel Learning Algorithm

by Wang, Zhe, Chen, Songcan, Sun, Tingkai
Published in IEEE transactions on pattern analysis and machine intelligence (01.02.2008)

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Journal Article

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Nonlinear System Modeling Using RBF Networks for Industrial Application

by Meng, Xi, Rozycki, Pawel, Qiao, Jun-Fei, Wilamowski, Bogdan M.
Published in IEEE transactions on industrial informatics (01.03.2018)

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Journal Article

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Machine learning‐based distributed model predictive control of nonlinear processes

by Chen, Scarlett, Wu, Zhe, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2020)

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Journal Article

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Understanding and optimizing asynchronous low-precision stochastic gradient descent

by De Sa, Christopher, Feldman, Matthew, Re, Christopher, Olukotun, Kunle
Published in 2017 ACM/IEEE 44th Annual International Symposium on Computer Architecture (ISCA) (01.06.2017)

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Conference Proceeding

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E-LAS: Design and Analysis of Completion-Time Agnostic Scheduling for Distributed Deep Learning Cluster

Published in 49th International Conference on Parallel Processing - ICPP

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Conference Proceeding

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Smart Machining Process Using Machine Learning: A Review and Perspective on Machining Industry

by Kim, Dong-Hyeon, Kim, Thomas J. Y., Wang, Xinlin, Kim, Mincheol, Quan, Ying-Jun, Oh, Jin Woo, Min, Soo-Hong, Kim, Hyungjung, Bhandari, Binayak, Yang, Insoon, Ahn, Sung-Hoon
Published in International Journal of Precision Engineering and Manufacturing-Green Technology, 5(4) (01.08.2018)

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Preparation process and performance of polyurethane modified bitumen investigated using machine learning algorithm

by Lu, Pengzhen, Huang, Simin, Zhou, Chenhao, Xu, Zijie, Wu, Ying
Published in The Artificial intelligence review (01.07.2023)

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Journal Article

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Comprehensive learning Jaya algorithm for engineering design optimization problems

by Zhang, Yiying, Jin, Zhigang
Published in Journal of intelligent manufacturing (01.06.2022)

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Journal Article

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A Survey on Sequence Alignment Algorithms and State-of-the-Art Aligners

by Prousalis, Konstantinos, Georgiou, Konstantinos, Kalogeropoulos, Andreas, Ntalaperas, Dimitrios, Konofaos, Nikos, Angelis, Lefteris, Papalitsas, Christos, Stavropoulos, Thanos, Gariboldi, Nico
Published in ACM computing surveys (28.02.2026)

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Machine‐learning‐based predictive control of nonlinear processes. Part II: Computational implementation

by Wu, Zhe, Tran, Anh, Rincon, David, Christofides, Panagiotis D.
Published in AIChE journal (01.11.2019)

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Journal Article

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DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning

by Chen, Hanning, Issa, Mariam, Ni, Yang, Imani, Mohsen
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)

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Conference Proceeding

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MAGMA: inference and prediction using multi-task Gaussian processes with common mean

by Leroy, Arthur, Latouche, Pierre, Guedj, Benjamin, Gey, Servane
Published in Machine learning (01.05.2022)

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Journal Article

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A Novel Approach for Phase-Type Fitting with the EM Algorithm

by Thummler, A., Buchholz, P., Telek, M.
Published in IEEE transactions on dependable and secure computing (01.07.2006)

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Journal Article

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Applications of artificial intelligence in engineering and manufacturing: a systematic review

by Nti, Isaac Kofi, Adekoya, Adebayo Felix, Weyori, Benjamin Asubam, Nyarko-Boateng, Owusu
Published in Journal of intelligent manufacturing (01.08.2022)

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Journal Article

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Multi-objective mixture design and optimisation of steel fiber reinforced UHPC using machine learning algorithms and metaheuristics

by Sadrossadat, Ehsan, Basarir, Hakan, Karrech, Ali, Elchalakani, Mohamed
Published in Engineering with computers (01.08.2022)

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Journal Article

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Machine learning for accelerating process‐based computation of land biogeochemical cycles

by Sun, Yan, Goll, Daniel S., Huang, Yuanyuan, Ciais, Philippe, Wang, Ying‐Ping, Bastrikov, Vladislav, Wang, Yilong
Published in Global change biology (01.06.2023)

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Journal Article

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Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling

by Chu, Fei, Liang, Tao, Chen, C. L. Philip, Wang, Xuesong, Ma, Xiaoping
Published in IEEE transaction on neural networks and learning systems (01.08.2020)

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