Search results for "metalearning"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
97	David Pardoe, Peter Stone, Maytal Saar-Tsechansky, Kerem Tomak	Adaptive mechanism design: a metalearning approach.	ICEC	2006	DBLP DOI BibTeX RDF	metalearning, machine learning, auctions, mechanism design
87	Kin Keung Lai, Lean Yu, Wei Huang 0006, Shouyang Wang	Multistage Neural Network Metalearning with Application to Foreign Exchange Rates Forecasting.	MICAI	2006	DBLP DOI BibTeX RDF
87	Kin Keung Lai, Lean Yu, Shouyang Wang, Wei Huang 0006	Neural-Network-based Metalearning for Distributed Text Information Retrieval.	IJCNN	2006	DBLP DOI BibTeX RDF
52	Jürgen Schmidhuber	Optimal Ordered Problem Solver.	Mach. Learn.	2004	DBLP DOI BibTeX RDF	OOPS, bias-optimality, incremental optimal universal search, efficient planning and backtracking in program space, metasearching and metalearning, self-improvement
45	Kin Keung Lai, Lean Yu, Shouyang Wang, Ligang Zhou	Neural Network Metalearning for Credit Scoring.	ICIC (1)	2006	DBLP DOI BibTeX RDF
43	Carlos Soares	UCI++: Improved Support for Algorithm Selection Using Datasetoids.	PAKDD	2009	DBLP DOI BibTeX RDF
43	Richard S. Sutton, Anna Koop, David Silver	On the role of tracking in stationary environments.	ICML	2007	DBLP DOI BibTeX RDF
43	Leelani Kumari Wickramasinghe, L. Damminda Alahakoon, Kate A. Smith	Computation of Meta-Learning Classifiers in Distributed Data Mining using a Novel Cognitive Memory Model.	IAT	2005	DBLP DOI BibTeX RDF
31	Abraham Bernstein, Foster J. Provost, Shawndra Hill	Toward Intelligent Assistance for a Data Mining Process: An Ontology-Based Approach for Cost-Sensitive Classification.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	metalearning, data mining, machine learning, knowledge discovery, Cost-sensitive learning, intelligent assistants, knowledge discovery process, data mining process
23	Prashant Kumar, Sabha Raj Arya, Khyati D. Mistry	Momentum Adaption and Metalearning-Based DVR With Optimized Gains of Fractional-Order PID Controller.	IEEE Trans. Aerosp. Electron. Syst.	2024	DBLP DOI BibTeX RDF
23	Massinissa Hamidi, Aomar Osmani	On the Necessity of Metalearning: Learning Suitable Parameterizations for Learning Processes.	CoRR	2024	DBLP DOI BibTeX RDF
23	Chaitanya Singh	Metalearning-Informed Competence in Children: Implications for Responsible Brain-Inspired Artificial Intelligence.	CoRR	2024	DBLP DOI BibTeX RDF
23	Zhongliang Yu 0003, Jianfeng Lv	A Fractional-Order Method for Metalearning About Aerospace Target Classification.	IEEE Trans. Aerosp. Electron. Syst.	2023	DBLP DOI BibTeX RDF
23	Yang Li 0109, Feiyun Xu, Chi-Guhn Lee	Self-Supervised Metalearning Generative Adversarial Network for Few-Shot Fault Diagnosis of Hoisting System With Limited Data.	IEEE Trans. Ind. Informatics	2023	DBLP DOI BibTeX RDF
23	Jialin Liu, Fei Chao 0001, Longzhi Yang, Chih-Min Lin, Changjing Shang, Qiang Shen 0001	Decoder Choice Network for Metalearning.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
23	Jiachen Yang, Yanshuang Zhou, Yang Zhao, Wen Lu, Xinbo Gao 0001	MetaMP: Metalearning-Based Multipatch Image Aesthetics Assessment.	IEEE Trans. Cybern.	2023	DBLP DOI BibTeX RDF
23	Michael Penwarden, Shandian Zhe, Akil Narayan 0001, Robert M. Kirby	A metalearning approach for Physics-Informed Neural Networks (PINNs): Application to parameterized PDEs.	J. Comput. Phys.	2023	DBLP DOI BibTeX RDF
23	Shuo Jiang, Jiahang Liu, Yanmin Zhou, Zhipeng Wang 0006, Bin He 0003	mFERMeta++ : Robust Multiview Facial Expression Recognition Based on Metahuman and Metalearning.	Adv. Intell. Syst.	2023	DBLP DOI BibTeX RDF
23	Shuo Jiang, Jiahang Liu, Yanmin Zhou, Zhipeng Wang 0006, Bin He 0003	mFERMeta++ : Robust Multiview Facial Expression Recognition Based on Metahuman and Metalearning.	Adv. Intell. Syst.	2023	DBLP DOI BibTeX RDF
23	Maryam Aliakbarpour, Konstantina Bairaktari, Gavin Brown 0003, Adam Smith, Jonathan R. Ullman	Metalearning with Very Few Samples Per Task.	CoRR	2023	DBLP DOI BibTeX RDF
23	Jingyuan Xia, Shengxi Li, Junjie Huang 0001, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz	Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
23	Liupeng Li, Jing Liu 0011, Liyu Su, Chaoqun Ma, Bingye Li, Yifan Yu 0004	A Novel Graph Metalearning Method for SAR Target Recognition.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
23	Ning Liu, Zhiyuan Wu, Guodong Li, Xinyu Liu 0003, Yue Wang 0007, Lin Zhang 0001	MAIC: Metalearning-Based Adaptive In-Field Calibration for IoT Air Quality Monitoring System.	IEEE Internet Things J.	2022	DBLP DOI BibTeX RDF
23	Hongliang Bi, Jiajia Liu 0001	CSEar: Metalearning for Head Gesture Recognition Using Earphones in Internet of Healthcare Things.	IEEE Internet Things J.	2022	DBLP DOI BibTeX RDF
23	Yuanhong Chang, Jinglong Chen, Shuilong He, Tongyang Pan	Similarity Metric-Based Metalearning Network Combining Prior Metatraining Strategy for Intelligent Fault Detection Under Small Samples Prerequisite.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
23	Zheng Zhou, Jie Chen 0035, Zhixiang Huang, Huiyao Wan, Pei Chang, Zhao Li, Baidong Yao, Bocai Wu, Long Sun, Mengdao Xing	FSODS: A Lightweight Metalearning Method for Few-Shot Object Detection on SAR Images.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
23	Kun Fu 0001, Tengfei Zhang, Yue Zhang 0016, Zhirui Wang, Xian Sun	Few-Shot SAR Target Classification via Metalearning.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
23	Fan Zhou 0002, Xin Liu, Ting Zhong, Goce Trajcevski	MetaMove: On Improving Human Mobility Classification and Prediction via Metalearning.	IEEE Trans. Cybern.	2022	DBLP DOI BibTeX RDF
23	Robson Bonidia, Anderson P. Avila-Santos, Breno Lívio Silva de Almeida, Peter F. Stadler, Ulisses Nunes da Rocha, Danilo Sipoli Sanches, André C. P. L. F. de Carvalho	BioAutoML: automated feature engineering and metalearning to predict noncoding RNAs in bacteria.	Briefings Bioinform.	2022	DBLP DOI BibTeX RDF
23	Zhenge Jia, Yiyu Shi 0001, Jingtong Hu	Personalized Neural Network for Patient-Specific Health Monitoring in IoT: A Metalearning Approach.	IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.	2022	DBLP DOI BibTeX RDF
23	Christophe G. Giraud-Carrier, Kevin D. Seppi, Brandon Schoenfeld	Metalearning using structure-rich pipeline representations for improved AutoML.	Int. J. Data Anal. Tech. Strateg.	2022	DBLP DOI BibTeX RDF
23	Brandon Schoenfeld, Kevin D. Seppi, Christophe G. Giraud-Carrier	Metalearning using structure-rich pipeline representations for improved AutoML.	Int. J. Data Anal. Tech. Strateg.	2022	DBLP DOI BibTeX RDF
23	Huatong Dai, Pengzhan Chen, Hui Yang	Metalearning-Based Fault-Tolerant Control for Skid Steering Vehicles under Actuator Fault Conditions.	Sensors	2022	DBLP DOI BibTeX RDF
23	Wen-Feng Wang, Jingjing Zhang, Peng An	EW-CACTUs-MAML: A Robust Metalearning System for Rapid Classification on a Large Number of Tasks.	Complex.	2022	DBLP DOI BibTeX RDF
23	Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen	MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning.	IEEE Trans. Neural Networks Learn. Syst.	2022	DBLP DOI BibTeX RDF
23	Ziwei Xia, Bin Fang 0003, Fuchun Sun 0001, Huaping Liu 0001, Weifeng Xu, Ling Fu, Yiyong Yang	Contact Shape and Pose Recognition: Utilizing a Multipole Magnetic Tactile Sensor With a Metalearning Model.	IEEE Robotics Autom. Mag.	2022	DBLP DOI BibTeX RDF
23	Pavel Brazdil, Jan N. van Rijn, Henry Gouk, Felix Mohr	Advances in Metalearning: ECML/PKDD Workshop on Meta-Knowledge Transfer.	Meta-Knowledge Transfer @ ECML/PKDD	2022	DBLP BibTeX RDF
23	Amit Peleg, Naama Pearl, Ron Meir	Metalearning Linear Bandits by Prior Update.	AISTATS	2022	DBLP BibTeX RDF
23	Massinissa Hamidi	Metalearning guided by domain knowledge in distributed and decentralized applications. (Méta-apprentissage guidé par les connaissances du domaine).		2022	RDF
23	Kejia Zhang, Xu Zhang, Hongtao Song, Haiwei Pan, Bangju Wang	Air Quality Prediction Model Based on Spatiotemporal Data Analysis and Metalearning.	Wirel. Commun. Mob. Comput.	2021	DBLP DOI BibTeX RDF
23	Julio Hurtado, Alain Raymond-Saez, Alvaro Soto	Optimizing Reusable Knowledge for Continual Learning via Metalearning.	CoRR	2021	DBLP BibTeX RDF
23	Amit Peleg, Naama Pearl, Ron Meir	Metalearning Linear Bandits by Prior Update.	CoRR	2021	DBLP BibTeX RDF
23	Michael Penwarden, Shandian Zhe, Akil Narayan 0001, Robert M. Kirby	Physics-Informed Neural Networks (PINNs) for Parameterized PDEs: A Metalearning Approach.	CoRR	2021	DBLP BibTeX RDF
23	Pedram Fekri, Ali Akbar Safavi, Mehrdad Hosseini Zadeh, Peyman Setoodeh	Metalearning: Sparse Variable-Structure Automata.	CoRR	2021	DBLP BibTeX RDF
23	Lucas Zimmer, Marius Lindauer, Frank Hutter	Auto-Pytorch: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL.	IEEE Trans. Pattern Anal. Mach. Intell.	2021	DBLP DOI BibTeX RDF
23		Review on the Application of Metalearning in Artificial Intelligence.	Comput. Intell. Neurosci.	2021	DBLP DOI BibTeX RDF
23	Tianfang Xue, Haibin Yu	Unbiased Model-Agnostic Metalearning Algorithm for Learning Target-Driven Visual Navigation Policy.	Comput. Intell. Neurosci.	2021	DBLP DOI BibTeX RDF
23	Lucero Ortiz-Aguilar, Martín Carpio, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Héctor José Puga Soberanes, Jorge Alberto Soria-Alcaraz	A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems.	Complex.	2021	DBLP DOI BibTeX RDF
23	Debmalya Mandal, Sourav Medya, Brian Uzzi, Charu Aggarwal 0001	MetaLearning with Graph Neural Networks: Methods and Applications.	SIGKDD Explor.	2021	DBLP DOI BibTeX RDF
23	Jing Li 0034, Shuo Shang, Lisi Chen	Domain Generalization for Named Entity Boundary Detection via Metalearning.	IEEE Trans. Neural Networks Learn. Syst.	2021	DBLP DOI BibTeX RDF
23	Adriano Rivolli, Luís Paulo F. Garcia, Ana Carolina Lorena, André C. P. L. F. de Carvalho	A Study of the Correlation of Metafeatures Used for Metalearning.	IWANN (1)	2021	DBLP DOI BibTeX RDF
23	Shruti Kunde, Amey Pandit, Mayank Mishra, Rekha Singhal	Distributed training for accelerating metalearning algorithms.	BiDEDE@SIGMOD	2021	DBLP DOI BibTeX RDF
23	Rui Leite, Pavel Brazdil	Exploiting Performance-based Similarity between Datasets in Metalearning.	MetaDL@AAAI	2021	DBLP BibTeX RDF
23	Laura Melissa Cruz Castro, Samantha Ray, Hillary E. Merzdorf, Kerrie A. Douglas, Tracy Hammond	A Metalearning Approach to Personalized Automatic Assessment of Rectilinear Sketches.	FIE	2021	DBLP DOI BibTeX RDF
23	Julio Hurtado, Alain Raymond-Saez, Alvaro Soto	Optimizing Reusable Knowledge for Continual Learning via Metalearning.	NeurIPS	2021	DBLP BibTeX RDF
23	Konstantinos Demertzis, Lazaros Iliadis 0001, Elias Pimenidis, Nikolaos Tziritas, Maria G. Koziri, Panagiotis Kikiras	Blockchained Adaptive Federated Auto MetaLearning BigData and DevOps CyberSecurity Architecture in Industry 4.0.	EANN	2021	DBLP DOI BibTeX RDF
23	Tianfang Xue, Haibin Yu	Model-Agnostic Metalearning-Based Text-Driven Visual Navigation Model for Unfamiliar Tasks.	IEEE Access	2020	DBLP DOI BibTeX RDF
23	Xiaorui Ma, Yunong Zhao, Liang Zhang, Qinghua Gao, Miao Pan, Jie Wang 0003	Practical Device-Free Gesture Recognition Using WiFi Signals Based on Metalearning.	IEEE Trans. Ind. Informatics	2020	DBLP DOI BibTeX RDF
23	Lucas Zimmer, Marius Lindauer, Frank Hutter	Auto-PyTorch Tabular: Multi-Fidelity MetaLearning for Efficient and Robust AutoDL.	CoRR	2020	DBLP BibTeX RDF
23	Santiago Gonzalez, Risto Miikkulainen	Effective Regularization Through Loss-Function Metalearning.	CoRR	2020	DBLP BibTeX RDF
23	Vânia Rodrigues, Sérgio A. D. Deusdado	Metalearning approach for leukemia informative genes prioritization.	J. Integr. Bioinform.	2020	DBLP DOI BibTeX RDF
23	Jan Kalina, Petra Vidnerová	A Metalearning Study for Robust Nonlinear Regression.	EANN	2020	DBLP DOI BibTeX RDF
23	Vânia Batista dos Santos, Luiz Henrique de Campos Merschmann	Metalearning Applied to Multi-label Text Classification.	SBSI	2020	DBLP DOI BibTeX RDF
23	Tor Gunnar Houeland	Automated lazy metalearning in introspective reasoning systems.		2020	RDF
23	Rumeng Li, Xun Wang, Hong Yu	MetaMT, a MetaLearning Method Leveraging Multiple Domain Data for Low Resource Machine Translation.	CoRR	2019	DBLP BibTeX RDF
23	Catarina Félix de Oliveira	Metalearning for multiple-domain Transfer Learning		2019	RDF
23	Tiago Cunha 0001, Carlos Soares, André C. P. L. F. de Carvalho	Metalearning and Recommender Systems: A literature review and empirical study on the algorithm selection problem for Collaborative Filtering.	Inf. Sci.	2018	DBLP DOI BibTeX RDF
23	Pavel Brazdil, Christophe G. Giraud-Carrier	Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue.	Mach. Learn.	2018	DBLP DOI BibTeX RDF
23	Tsendsuren Munkhdalai, Adam Trischler	Metalearning with Hebbian Fast Weights.	CoRR	2018	DBLP BibTeX RDF
23	Pavel Brazdil, Ricardo Vilalta, Christophe G. Giraud-Carrier, Carlos Soares	Metalearning.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
23	Antonio Rafael Sabino Parmezan, Huei Diana Lee, Feng Chung Wu	Metalearning for choosing feature selection algorithms in data mining: Proposal of a new framework.	Expert Syst. Appl.	2017	DBLP DOI BibTeX RDF
23	Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira 0001	autoBagging: Learning to Rank Bagging Workflows with Metalearning.	CoRR	2017	DBLP BibTeX RDF
23	Ben Goertzel, Nil Geisweiller, Chris Poulin	Metalearning for Feature Selection.	CoRR	2017	DBLP BibTeX RDF
23	Fábio Pinto, Vítor Cerqueira, Carlos Soares, João Mendes-Moreira 0001	autoBagging: Learning to Rank Bagging Workflows with Metalearning.	AutoML@PKDD/ECML	2017	DBLP BibTeX RDF
23	Silvia Nunes das Dôres, Carlos Soares, Duncan D. A. Ruiz	Effect of Metalearning on Feature Selection Employment.	AutoML@PKDD/ECML	2017	DBLP BibTeX RDF
23	Miguel Cachada, Salisu Mamman Abdulrahman, Pavel Brazdil	Combining Feature and Algorithm Hyperparameter Selection using some Metalearning Methods.	AutoML@PKDD/ECML	2017	DBLP BibTeX RDF
23	Samantha Sanders, Christophe G. Giraud-Carrier	Informing the Use of Hyperparameter Optimization Through Metalearning.	ICDM	2017	DBLP DOI BibTeX RDF
23	Tiago Cunha 0001, Carlos Soares, André C. P. L. F. de Carvalho	Metalearning for Context-aware Filtering: Selection of Tensor Factorization Algorithms.	RecSys	2017	DBLP DOI BibTeX RDF
23	Fábio Pinto, Carlos Soares, João Mendes-Moreira 0001	CHADE: Metalearning with Classifier Chains for Dynamic Combination of Classifiers.	ECML/PKDD (1)	2016	DBLP DOI BibTeX RDF
23	Tiago Cunha 0001, Carlos Soares, André C. P. L. F. de Carvalho	Selecting Collaborative Filtering Algorithms Using Metalearning.	ECML/PKDD (2)	2016	DBLP DOI BibTeX RDF
23	Catarina Félix, Carlos Soares, Alípio Jorge	Can Metalearning Be Applied to Transfer on Heterogeneous Datasets?	HAIS	2016	DBLP DOI BibTeX RDF
23	Christiane Lemke, Marcin Budka, Bogdan Gabrys	Metalearning: a survey of trends and technologies.	Artif. Intell. Rev.	2015	DBLP DOI BibTeX RDF
23	Catarina Félix, Carlos Soares, Alípio Jorge	Metalearning for Multiple-Domain Transfer Learning.	MetaSel@PKDD/ECML	2015	DBLP BibTeX RDF
23	Fábio Pinto, Carlos Soares, João Mendes-Moreira 0001	Pruning Bagging Ensembles with Metalearning.	MCS	2015	DBLP DOI BibTeX RDF
23	Mohammad Nozari Zarmehri, Carlos Soares	Using Metalearning for Prediction of Taxi Trip Duration Using Different Granularity Levels.	IDA	2015	DBLP DOI BibTeX RDF
23	Mohammad Nozari Zarmehri, Carlos Soares	Metalearning to choose the level of analysis in nested data: A case study on error detection in foreign trade statistics.	IJCNN	2015	DBLP DOI BibTeX RDF
23	Parker Ridd, Christophe G. Giraud-Carrier	Using Metalearning to Predict When Parameter Optimization Is Likely to Improve Classification Accuracy.	MetaSel@ECAI	2014	DBLP BibTeX RDF
23	Klára Pesková, Jakub Smíd, Martin Pilát, Ondrej Kazík, Roman Neruda	Hybrid Multi-Agent System for Metalearning in Data Mining.	MetaSel@ECAI	2014	DBLP BibTeX RDF
23	Chunguang Li 0001, Yan Ye, Qiuyuan Miao, Hui-Liang Shen	KIMEL: A kernel incremental metalearning algorithm.	Signal Process.	2013	DBLP DOI BibTeX RDF
23	André Luis Debiaso Rossi	Metalearning for algorithm selection in data strams.		2013	RDF
23	Benjamin Pearre, Timothy X. Brown	Energy conservation in sensor network data ferrying: A reinforcement metalearning approach.	GLOBECOM	2012	DBLP DOI BibTeX RDF
23	Tiago Pinto, Tiago M. Sousa, Zita A. Vale, Isabel Praça, Hugo Morais	Metalearning in ALBidS: A Strategic Bidding System for Electricity Markets.	PAAMS (Special Sessions)	2012	DBLP DOI BibTeX RDF
23	Eugene Santos Jr., Alex Kilpatrick, Hien Nguyen 0001, Qi Gu, Andy Grooms, Chris Poulin	Flexible Algorithm Selection Framework for Large Scale Metalearning.	Web Intelligence	2012	DBLP DOI BibTeX RDF
23	Jun Won Lee, Christophe G. Giraud-Carrier	A metric for unsupervised metalearning.	Intell. Data Anal.	2011	DBLP DOI BibTeX RDF
23	Toshiyuki Yasuda, Kousuke Araki, Kazuhiro Ohkura	Improving the Robustness of Instance-Based Reinforcement Learning Robots by Metalearning.	J. Adv. Comput. Intell. Intell. Informatics	2011	DBLP DOI BibTeX RDF
23	Pavel Brazdil, Ricardo Vilalta, Christophe G. Giraud-Carrier, Carlos Soares	Metalearning.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
23	Tom Schaul, Jürgen Schmidhuber	Metalearning.	Scholarpedia	2010	DBLP DOI BibTeX RDF
23	Pavel Brazdil, Rui Leite	Determining the Best Classification Algorithm with Recourse to Sampling and Metalearning.	Advances in Machine Learning I	2010	DBLP DOI BibTeX RDF
23	Artur Aiguzhinov, Carlos Soares, Ana Paula Serra	A Similarity-Based Adaptation of Naive Bayes for Label Ranking: Application to the Metalearning Problem of Algorithm Recommendation.	Discovery Science	2010	DBLP DOI BibTeX RDF
23	Rui Leite, Pavel Brazdil	Active Testing Strategy to Predict the Best Classification Algorithm via Sampling and Metalearning.	ECAI	2010	DBLP BibTeX RDF