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A Learning-Aided Flexible Gradient Descent Approach to MISO Beamforming
Yang, Zhixiong, Xia, Jing-Yuan, Luo, Junshan, Zhang, Shuanghui, Gunduz, Deniz
Published in IEEE wireless communications letters (01.09.2022)
Published in IEEE wireless communications letters (01.09.2022)
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Journal Article
Machine Unlearning
Bourtoule, Lucas, Chandrasekaran, Varun, Choquette-Choo, Christopher A., Jia, Hengrui, Travers, Adelin, Zhang, Baiwu, Lie, David, Papernot, Nicolas
Published in Proceedings - IEEE Symposium on Security and Privacy (01.05.2021)
Published in Proceedings - IEEE Symposium on Security and Privacy (01.05.2021)
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Conference Proceeding
Predicting the tensile properties of heat treated and non-heat treated LPBFed AlSi10Mg alloy using machine learning regression algorithms
Jatti, Vijaykumar S., Saiyathibrahim, A., Yadav, Arvind, R., Murali Krishnan, Jayaprakash, B., Kaushal, Sumit, Jatti, Vinaykumar S., Jatti, Ashwini V., Jatti, Savita V., Kumar, Abhinav, Gouadria, Soumaya, Bonyah, Ebenezer
Published in PloS one (02.06.2025)
Published in PloS one (02.06.2025)
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Journal Article
Comparative optimization of wire-cut EDM parameter for enhancing surface finish and machining time on stainless steel: a machine learning, genetic algorithms, teaching–learning-based optimization, and multi-objective Jaya approach
Siyoum, Yitayal Belew, Kindie, Fikir Gashaw, Gebeyehu, Mebratu Assefa, Chanie, Sewale Enyew, Yeshiwas, Teshager Awoke, Zelalem, Yilkal Azene
Published in International journal of advanced manufacturing technology (01.04.2025)
Published in International journal of advanced manufacturing technology (01.04.2025)
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Journal Article
Detection of layer height–based defects in additively manufactured part using deep learning algorithm
Castro, Pradeep, Pathinettampadian, Gurusamy, Nandagopal, Sachein, Subramaniyan, Mohan Kumar
Published in International journal of advanced manufacturing technology (01.12.2024)
Published in International journal of advanced manufacturing technology (01.12.2024)
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Journal Article
New machine learning method for image-based diagnosis of COVID-19
Elaziz, Mohamed Abd, Hosny, Khalid M., Salah, Ahmad, Darwish, Mohamed M., Lu, Songfeng, Sahlol, Ahmed T.
Published in PloS one (26.06.2020)
Published in PloS one (26.06.2020)
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Journal Article
Efficient Methods for Overlapping Group Lasso
Yuan, Lei, Liu, Jun, Ye, Jieping
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2013)
Published in IEEE transactions on pattern analysis and machine intelligence (01.09.2013)
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Journal Article
Using machine learning and deep learning algorithms for downtime minimization in manufacturing systems: an early failure detection diagnostic service
Shahin, Mohammad, Chen, F. Frank, Hosseinzadeh, Ali, Zand, Neda
Published in International journal of advanced manufacturing technology (01.10.2023)
Published in International journal of advanced manufacturing technology (01.10.2023)
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Journal Article
ML-aided power allocation for Tactical MIMO
Chowdhury, Arindam, Verma, Gunjan, Rao, Chirag, Swami, Ananthram, Segarra, Santiago
Published in MILCOM IEEE Military Communications Conference (29.11.2021)
Published in MILCOM IEEE Military Communications Conference (29.11.2021)
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Conference Proceeding
Deep Learning Algorithms with Demographic Information Help to Detect Tuberculosis in Chest Radiographs in Annual Workers’ Health Examination Data
Heo, Seok-Jae, Kim, Yangwook, Yun, Sehyun, Lim, Sung-Shil, Kim, Jihyun, Nam, Chung-Mo, Park, Eun-Cheol, Jung, Inkyung, Yoon, Jin-Ha
Published in International journal of environmental research and public health (16.01.2019)
Published in International journal of environmental research and public health (16.01.2019)
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Journal Article
DARL: Distributed Reconfigurable Accelerator for Hyperdimensional Reinforcement Learning
Chen, Hanning, Issa, Mariam, Ni, Yang, Imani, Mohsen
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
Automatic clustering method to segment COVID-19 CT images
Abd Elaziz, Mohamed, A. A. Al-qaness, Mohammed, Abo Zaid, Esraa Osama, Lu, Songfeng, Ali Ibrahim, Rehab, A. Ewees, Ahmed
Published in PloS one (08.01.2021)
Published in PloS one (08.01.2021)
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Journal Article
3-D optimized classification and characterization artificial intelligence paradigm for cardiovascular/stroke risk stratification using carotid ultrasound-based delineated plaque: Atheromatic™ 2.0
Skandha, Sanagala S., Gupta, Suneet K., Saba, Luca, Koppula, Vijaya K., Johri, Amer M., Khanna, Narendra N., Mavrogeni, Sophie, Laird, John R., Pareek, Gyan, Miner, Martin, Sfikakis, Petros P., Protogerou, Athanasios, Misra, Durga P., Agarwal, Vikas, Sharma, Aditya M., Viswanathan, Vijay, Rathore, Vijay S., Turk, Monika, Kolluri, Raghu, Viskovic, Klaudija, Cuadrado-Godia, Elisa, Kitas, George D., Nicolaides, Andrew, Suri, Jasjit S.
Published in Computers in biology and medicine (01.10.2020)
Published in Computers in biology and medicine (01.10.2020)
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Journal Article