Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Hong-Linh Truong 0001	ASRE - Towards Application-specific Resource Ensembles across Edges and Clouds.	CNSM	2021	DBLP DOI BibTeX RDF
10	Karish Grover, Tanishq Goel	HAHA@IberLEF2021: Humor Analysis using Ensembles of Simple Transformers.	IberLEF@SEPLN	2021	DBLP BibTeX RDF
10	Lily Davies, Marta Baldracchi, Carlo Alessandro Borella, Konstantinos Perifanos	Transformer Ensembles for Sexism Detection.	IberLEF@SEPLN	2021	DBLP BibTeX RDF
10	Melina Tziomaka, Ilias Maglogiannis	Ensembles of Deep Convolutional Neural Networks for Detecting Melanoma in Dermoscopy Images.	ICCCI	2021	DBLP DOI BibTeX RDF
10	Martin Schörner, Constantin Wanninger, Alwin Hoffmann, Oliver Kosak, Wolfgang Reif	Architecture for Emergency Control of Autonomous UAV Ensembles**This work is partly funded by the German Research Foundation (DFG) under the COMBO grant.	RoSE@ICSE	2021	DBLP DOI BibTeX RDF
10	Parisa Rezaee Borj, Kiran B. Raja, Patrick Bours	Detecting Sexual Predatory Chats by Perturbed Data and Balanced Ensembles Effects.	BIOSIG	2021	DBLP BibTeX RDF
10	Hamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo	Unsupervised Boosting-Based Autoencoder Ensembles for Outlier Detection.	PAKDD (1)	2021	DBLP DOI BibTeX RDF
10	Adeep Hande, Karthik Puranik, Ruba Priyadharshini, Bharathi Raja Chakravarthi	Domain Identification of Scientific Articles Using Transfer Learning and Ensembles.	PAKDD (Workshops)	2021	DBLP DOI BibTeX RDF
10	Stephen Boisvert, John W. Sheppard	Quality Diversity Genetic Programming for Learning Decision Tree Ensembles.	EuroGP	2021	DBLP DOI BibTeX RDF
10	Rauf Izmailov, Peter Lin, Chris Mesterharm, Samyadeep Basu	Privacy Leakage Avoidance with Switching Ensembles.	MILCOM	2021	DBLP DOI BibTeX RDF
10	Rauf Izmailov, Peter Lin, Sridhar Venkatesan, Shridatt Sugrim	Combinatorial Boosting of Ensembles of Diversified Classifiers for Defense Against Evasion Attacks.	MILCOM	2021	DBLP DOI BibTeX RDF
10	Leonardo Araújo, Carlos Balsa, Carlos Veiga Rodrigues, José Rufino	Parametric Study of the Analog Ensembles Algorithm with Clustering Methods for Hindcasting with Multistations.	WorldCIST (2)	2021	DBLP DOI BibTeX RDF
10	Yeming Wen, Ghassen Jerfel, Rafael Muller, Michael W. Dusenberry, Jasper Snoek, Balaji Lakshminarayanan, Dustin Tran	Combining Ensembles and Data Augmentation Can Harm Your Calibration.	ICLR	2021	DBLP BibTeX RDF
10	Alexandre Ramé, Matthieu Cord	DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation.	ICLR	2021	DBLP BibTeX RDF
10	Andrey Malinin, Liudmila Prokhorenkova, Aleksei Ustimenko	Uncertainty in Gradient Boosting via Ensembles.	ICLR	2021	DBLP BibTeX RDF
10	Abdul Wasay, Stratos Idreos	More or Less: When and How to Build Convolutional Neural Network Ensembles.	ICLR	2021	DBLP BibTeX RDF
10	Muhammad Majadly, Tomer Sagi	Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts.	WANLP	2021	DBLP BibTeX RDF
10	Axel Parmentier, Thibaut Vidal	Optimal Counterfactual Explanations in Tree Ensembles.	ICML	2021	DBLP BibTeX RDF
10	Laurens Devos, Wannes Meert, Jesse Davis	Versatile Verification of Tree Ensembles.	ICML	2021	DBLP BibTeX RDF
10	José Luis Martínez Pérez, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros	Improving Diversity in Concept Drift Ensembles.	SSCI	2021	DBLP DOI BibTeX RDF
10	Akshay Peshave, Ashwinkumar Ganesan, Tim Oates 0001	Predicting Network Threat Events Using HMM Ensembles.	ADMA	2021	DBLP DOI BibTeX RDF
10	Rémi Calizzano, Malte Ostendorff, Georg Rehm	Ordering sentences and paragraphs with pre-trained encoder-decoder transformers and pointer ensembles.	DocEng	2021	DBLP DOI BibTeX RDF
10	Osman Berke Güney, Emirhan Koç, Can Aksoy, Yigit Çatak, Suayb S. Arslan, Hüseyin Özkan	Adaptive Boosting of DNN Ensembles for Brain-Computer Interface Spellers.	SIU	2021	DBLP DOI BibTeX RDF
10	Nathan Formentin Garcia, Frederico B. Tiggemann, Eduardo N. Borges, Giancarlo Lucca, Hélida S. Santos, Graçaliz Pereira Dimuro	Exploring the Relationships between Data Complexity and Classification Diversity in Ensembles.	ICEIS (1)	2021	DBLP DOI BibTeX RDF
10	Grzegorz Dudek, Pawel Pelka	Ensembles of Randomized Neural Networks for Pattern-Based Time Series Forecasting.	ICONIP (3)	2021	DBLP DOI BibTeX RDF
10	Zhiwen Tang, Hrishikesh Kulkarni, Grace Hui Yang	High-Quality Dialogue Diversification by Intermittent Short Extension Ensembles.	ACL/IJCNLP (Findings)	2021	DBLP DOI BibTeX RDF
10	Oliver Kosak	Mission programming for flying ensembles: combining planning with self-organization.		2021	RDF
10	Sara Atito Ali Ahmed	Deep learning ensembles for image understanding		2021	RDF
10	Diarmaid Conaty	Robustness in sum-product networks: from measurement to ensembles.		2021	RDF
10	Francesco Bariatti	Mining Tractable Sets of Graph Patterns with the Minimum Description Length Principle. (Génération et sélection d'ensembles de motifs de graphes avec le principe MDL).		2021	RDF
10	Yixin Shen 0001	Classical and Quantum Cryptanalysis for Euclidean Lattices and Subset Sums. (Cryptanalyse classique et quantique pour les réseaux euclidiens et les sommes de sous-ensembles).		2021	RDF
10	Sid Ghoshal, Stephen Roberts	Thresholded ConvNet ensembles: neural networks for technical forecasting.	Neural Comput. Appl.	2020	DBLP DOI BibTeX RDF
10	Omar A. Alzubi, Jafar Ahmad Abed Alzubi, Mohammed Alweshah, Issa Qiqieh, Sara Al-Shami, Manikandan Ramachandran	An optimal pruning algorithm of classifier ensembles: dynamic programming approach.	Neural Comput. Appl.	2020	DBLP DOI BibTeX RDF
10	Mehrbakhsh Nilashi, Hossein Ahmadi, Abbas Sheikhtaheri, Roya Naemi, Reem Alotaibi, Ala Abdulsalam Alarood, Asmaa Munshi, Tarik A. Rashid, Jing Zhao	Remote tracking of Parkinson's Disease progression using ensembles of Deep Belief Network and Self-Organizing Map.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
10	Miguel A. Molina-Cabello, David A. Elizondo, Rafael M. Luque-Baena, Ezequiel López-Rubio	Foreground detection by ensembles of random polygonal tilings.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
10	Marco Barsacchi, Alessio Bechini, Francesco Marcelloni	An analysis of boosted ensembles of binary fuzzy decision trees.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
10	Hossein Ghaderi Zefrehi, Hakan Altinçay	Imbalance learning using heterogeneous ensembles.	Expert Syst. Appl.	2020	DBLP DOI BibTeX RDF
10	Aliya Aleryani, Wenjia Wang, Beatriz de la Iglesia	Multiple Imputation Ensembles (MIE) for Dealing with Missing Data.	SN Comput. Sci.	2020	DBLP DOI BibTeX RDF
10	Thanh Tung Khuat, My Hanh Le	Evaluation of Sampling-Based Ensembles of Classifiers on Imbalanced Data for Software Defect Prediction Problems.	SN Comput. Sci.	2020	DBLP DOI BibTeX RDF
10	Dalia Rodríguez-Salas, Nina Mürschberger, Nishant Ravikumar, Mathias Seuret, Andreas Maier 0001	Mapping Ensembles of Trees to Sparse, Interpretable Multilayer Perceptron Networks.	SN Comput. Sci.	2020	DBLP DOI BibTeX RDF
10	Craig H. Bishop, Jeffrey S. Whitaker, Lili Lei	Commentary: On the Efficiency of Covariance Localisation of the Ensemble Kalman Filter Using Augmented Ensembles.	Frontiers Appl. Math. Stat.	2020	DBLP DOI BibTeX RDF
10	José-Manuel Sánchez-Martín, José-Luis Gurría-Gascón, María-José García-Berzosa	The Cultural Heritage and the Shaping of Tourist Itineraries in Rural Areas: The Case of Historical Ensembles of Extremadura, Spain.	ISPRS Int. J. Geo Inf.	2020	DBLP DOI BibTeX RDF
10	Guansong Pang, Longbing Cao	Heterogeneous Univariate Outlier Ensembles in Multidimensional Data.	ACM Trans. Knowl. Discov. Data	2020	DBLP DOI BibTeX RDF
10	Bin Huang, Renwen Chen, Wang Xu, Qinbang Zhou	Improving head pose estimation using two-stage ensembles with top-k regression.	Image Vis. Comput.	2020	DBLP DOI BibTeX RDF
10	Chang Wei Tan, François Petitjean, Geoffrey I. Webb	FastEE: Fast Ensembles of Elastic Distances for time series classification.	Data Min. Knowl. Discov.	2020	DBLP DOI BibTeX RDF
10	Xavier Sevillano, Joan Claudi Socoró, Francesc Alías	Parallel hierarchical architectures for efficient consensus clustering on big multimedia cluster ensembles.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
10	Marcelino Lázaro, Francisco Herrera, Aníbal R. Figueiras-Vidal	Ensembles of cost-diverse Bayesian neural learners for imbalanced binary classification.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
10	Aida de Haro-García, Gonzalo Cerruela García, Nicolás García-Pedrajas	Ensembles of feature selectors for dealing with class-imbalanced datasets: A proposal and comparative study.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
10	Karl Thurnhofer-Hemsi, Ezequiel López-Rubio, Elidia Beatriz Blázquez-Parra, M. Carmen Ladrón-de-Guevara-Muñoz, Óscar David de Cózar-Macías	Ellipse fitting by spatial averaging of random ensembles.	Pattern Recognit.	2020	DBLP DOI BibTeX RDF
10	Ayse Serbetci, Yusuf Sinan Akgul	End-to-end training of CNN ensembles for person re-identification.	Pattern Recognit.	2020	DBLP DOI BibTeX RDF
10	Velibor V. Misic	Optimization of Tree Ensembles.	Oper. Res.	2020	DBLP DOI BibTeX RDF
10	Yehong Liu, Guosheng Yin	The Delaunay triangulation learner and its ensembles.	Comput. Stat. Data Anal.	2020	DBLP DOI BibTeX RDF
10	Sivaramakrishnan Rajaraman, Jenifer Siegelman, Philip O. Alderson, Lucas S. Folio, Les R. Folio, Sameer K. Antani	Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays.	IEEE Access	2020	DBLP DOI BibTeX RDF
10	Junwei Sun, Yuli Yang, Yanfeng Wang, Lidong Wang, Xin Song, Xueke Zhao	Survival Risk Prediction of Esophageal Cancer Based on Self-Organizing Maps Clustering and Support Vector Machine Ensembles.	IEEE Access	2020	DBLP DOI BibTeX RDF
10	Seoungyul Euh, Hyunjong Lee, Donghoon Kim, Doosung Hwang	Comparative Analysis of Low-Dimensional Features and Tree-Based Ensembles for Malware Detection Systems.	IEEE Access	2020	DBLP DOI BibTeX RDF
10	Mikel Uriz, Daniel Paternain, Iris Dominguez-Catena, Humberto Bustince, Mikel Galar	Unsupervised Fuzzy Measure Learning for Classifier Ensembles From Coalitions Performance.	IEEE Access	2020	DBLP DOI BibTeX RDF
10	Arjun Pakrashi, Brian Mac Namee	KalmanTune: A Kalman Filter Based Tuning Method to Make Boosted Ensembles Robust to Class-Label Noise.	IEEE Access	2020	DBLP DOI BibTeX RDF
10	Sivaramakrishnan Rajaraman, Sameer K. Antani	Modality-Specific Deep Learning Model Ensembles Toward Improving TB Detection in Chest Radiographs.	IEEE Access	2020	DBLP DOI BibTeX RDF
10	Jörg Bremer, Sebastian Lehnhoff	Phase-space exploration of unit ensembles in energy management.	Autom.	2020	DBLP DOI BibTeX RDF
10	Gulshan Kumar, Kutub Thakur, Maruthi Rohit Ayyagari	MLEsIDSs: machine learning-based ensembles for intrusion detection systems - a review.	J. Supercomput.	2020	DBLP DOI BibTeX RDF
10	Jixing Zhang, Heng Yuan, Ning Zhang 0024, Lixia Xu, Guodong Bian, Pengcheng Fan, Mingxin Li, Zhi Zhan, Kan Yu	A Modified Spin Pulsed Readout Method for NV Center Ensembles Reducing Optical Noise.	IEEE Trans. Instrum. Meas.	2020	DBLP DOI BibTeX RDF
10	Chakkrit Termritthikun, Yeshi Jamtsho, Paisarn Muneesawang	An improved residual network model for image recognition using a combination of snapshot ensembles and the cutout technique.	Multim. Tools Appl.	2020	DBLP DOI BibTeX RDF
10	Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz	Support vector machine ensembles for discriminant analysis for ranking principal components.	Multim. Tools Appl.	2020	DBLP DOI BibTeX RDF
10	Jose Dolz, Christian Desrosiers, Li Wang 0026, Jing Yuan 0001, Dinggang Shen, Ismail Ben Ayed	Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation.	Comput. Medical Imaging Graph.	2020	DBLP DOI BibTeX RDF
10	André Ippolito, Jorge Rady de Almeida Júnior	A multi-aspect approach to ontology matching based on Bayesian cluster ensembles.	J. Intell. Inf. Syst.	2020	DBLP DOI BibTeX RDF
10	Isaias Lans, Karen Palacio-Rodríguez, Claudio N. Cavasotto, Pilar Cossio	Flexi-pharma: a molecule-ranking strategy for virtual screening using pharmacophores from ligand-free conformational ensembles.	J. Comput. Aided Mol. Des.	2020	DBLP DOI BibTeX RDF
10	Gina Diana Musca (Anghelache), Carmen Debeleac, Sorin Vlase	Experimental Assessments on the Evaluation of Wire Rope Characteristics as Helical Symmetrical Multi-body Ensembles.	Symmetry	2020	DBLP DOI BibTeX RDF
10	Wen Shi, Guohui Yan, Yamin Li, Haotian Li, Tingting Liu, Cong Sun, Guangbin Wang, Yi Zhang 0080, Yu Zou, Dan Wu	Fetal brain age estimation and anomaly detection using attention-based deep ensembles with uncertainty.	NeuroImage	2020	DBLP DOI BibTeX RDF
10	Tobias Fischer 0001, Michael Milford	Event-Based Visual Place Recognition With Ensembles of Temporal Windows.	IEEE Robotics Autom. Lett.	2020	DBLP DOI BibTeX RDF
10	Nariman Mahdavi, Julio H. Braslavsky	Modelling and Control of Ensembles of Variable-Speed Air Conditioning Loads for Demand Response.	IEEE Trans. Smart Grid	2020	DBLP DOI BibTeX RDF
10	Simón Poblete, Tomás Pérez-Acle	Brief Comparison between Experimental and Computationally Generated Ensembles of RNA Dinucleotides.	J. Chem. Inf. Model.	2020	DBLP DOI BibTeX RDF
10	Jingru Xie, Kexin Zhang, Aaron T. Frank	PyShifts: A PyMOL Plugin for Chemical Shift-Based Analysis of Biomolecular Ensembles.	J. Chem. Inf. Model.	2020	DBLP DOI BibTeX RDF
10	Philipp S. Schmalhorst, Andreas Bergner	A Grid Map Based Approach to Identify Nonobvious Ligand Design Opportunities in 3D Protein Structure Ensembles.	J. Chem. Inf. Model.	2020	DBLP DOI BibTeX RDF
10	Safa Hamreras, Bachir Boucheham, Miguel A. Molina-Cabello, Rafaela Benítez-Rochel, Ezequiel López-Rubio	Content based image retrieval by ensembles of deep learning object classifiers.	Integr. Comput. Aided Eng.	2020	DBLP DOI BibTeX RDF
10	He Zhang 0010, François Petitjean, Wray L. Buntine	Bayesian network classifiers using ensembles and smoothing.	Knowl. Inf. Syst.	2020	DBLP DOI BibTeX RDF
10	Miles E. Lopes, Suofei Wu, Thomas C. M. Lee	Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting.	SIAM J. Math. Data Sci.	2020	DBLP DOI BibTeX RDF
10	Anders Hast, Mats Lind	Ensembles and Cascading of Embedded Prototype Subspace Classifiers.	J. WSCG	2020	DBLP DOI BibTeX RDF
10	Omar A. Bari, Arvin Agah	Ensembles of Text and Time-Series Models for Automatic Generation of Financial Trading Signals from Social Media Content.	J. Intell. Syst.	2020	DBLP DOI BibTeX RDF
10	João Carlos Xavier Junior, Alex Alves Freitas, Teresa Bernarda Ludermir, Antonino Feitosa Neto, Cephas A. S. Barreto	An evolutionary algorithm for automated machine learning focusing on classifier ensembles: An improved algorithm and extended results.	Theor. Comput. Sci.	2020	DBLP DOI BibTeX RDF
10	Dragi Kocev, Michelangelo Ceci, Tomaz Stepisnik	Ensembles of extremely randomized predictive clustering trees for predicting structured outputs.	Mach. Learn.	2020	DBLP DOI BibTeX RDF
10	John Zobolas, Martin Kuiper, Åsmund Flobak	emba: R package for analysis and visualization of biomarkers in boolean model ensembles.	J. Open Source Softw.	2020	DBLP DOI BibTeX RDF
10	Anuvabh Dutt, Denis Pellerin, Georges Quénot	Coupled ensembles of neural networks.	Neurocomputing	2020	DBLP DOI BibTeX RDF
10	Shuang Zhou 0001, Evgueni N. Smirnov, Gijs Schoenmakers, Ralf Peeters, Xi Wu 0004	Conformal Feature-Selection Wrappers and ensembles for negative-transfer avoidance.	Neurocomputing	2020	DBLP DOI BibTeX RDF
10	Henrik Linusson, Ulf Johansson, Henrik Boström	Efficient conformal predictor ensembles.	Neurocomputing	2020	DBLP DOI BibTeX RDF
10	Ting Huang, Dan-Ting Duan, Yue-Jiao Gong, Long Ye, Wing W. Y. Ng, Jun Zhang 0003	Concurrent optimization of multiple base learners in neural network ensembles: An adaptive niching differential evolution approach.	Neurocomputing	2020	DBLP DOI BibTeX RDF
10	Kuldeep Singh 0002, Shantanu Rajora, Dinesh Kumar Vishwakarma, Gaurav Tripathi, Sandeep Kumar 0006, Gurjit Singh Walia	Crowd anomaly detection using Aggregation of Ensembles of fine-tuned ConvNets.	Neurocomputing	2020	DBLP DOI BibTeX RDF
10	Garrett Aldrich, Jonas Lukasczyk, Jeffrey D. Hyman, Gowri Srinivasan, Hari S. Viswanathan, Christoph Garth, Heike Leitte, James P. Ahrens, Bernd Hamann	A Query-Based Framework for Searching, Sorting, and Exploring Data Ensembles.	Comput. Sci. Eng.	2020	DBLP DOI BibTeX RDF
10	Tomás Bures, Ilias Gerostathopoulos, Petr Hnetynka, Frantisek Plásil, Filip Krijt, Jirí Vinárek, Jan Kofron	A language and framework for dynamic component ensembles in smart systems.	Int. J. Softw. Tools Technol. Transf.	2020	DBLP DOI BibTeX RDF
10	Rima Al Ali, Tomás Bures, Petr Hnetynka, Jan Matejek, Frantisek Plásil, Jirí Vinárek	Toward autonomically composable and context-dependent access control specification through ensembles.	Int. J. Softw. Tools Technol. Transf.	2020	DBLP DOI BibTeX RDF
10	Melanie Schneider, Jean-Luc Pons, William Bourguet, Gilles Labesse	Towards accurate high-throughput ligand affinity prediction by exploiting structural ensembles, docking metrics and ligand similarity.	Bioinform.	2020	DBLP DOI BibTeX RDF
10	Ahmed Ghenabzia, Okba Kazar, Abdelhak Merizig, Zaoui Sayah, Merouane Zoubeidi	Multi-agent approach for data mining-based bagging ensembles to improve the decision process for big data.	Int. J. Inf. Commun. Technol.	2020	DBLP DOI BibTeX RDF
10	Ali Ahmed 0004, Justin Romberg	Compressive Sampling of Ensembles of Correlated Signals.	IEEE Trans. Inf. Theory	2020	DBLP DOI BibTeX RDF
10	Alexander S. Holevo	Gaussian Maximizers for Quantum Gaussian Observables and Ensembles.	IEEE Trans. Inf. Theory	2020	DBLP DOI BibTeX RDF
10	Siming Chen 0001, Natalia V. Andrienko, Gennady L. Andrienko, Linara Adilova, Jérémie Barlet, Jörg Kindermann, Phong H. Nguyen, Olivier Thonnard, Cagatay Turkay	LDA Ensembles for Interactive Exploration and Categorization of Behaviors.	IEEE Trans. Vis. Comput. Graph.	2020	DBLP DOI BibTeX RDF
10	Katarína Furmanová, Adam Jurcík, Barbora Kozlíková, Helwig Hauser, Jan Byska	Multiscale Visual Drilldown for the Analysis of Large Ensembles of Multi-Body Protein Complexes.	IEEE Trans. Vis. Comput. Graph.	2020	DBLP DOI BibTeX RDF
10	Jian Chen 0006, Guohao Zhang, Wesley Chiou, David H. Laidlaw, Alexander P. Auchus	Measuring the Effects of Scalar and Spherical Colormaps on Ensembles of DMRI Tubes.	IEEE Trans. Vis. Comput. Graph.	2020	DBLP DOI BibTeX RDF
10	Kapil Kumar Nagwanshi, Sipi Dubey	Estimation of centroid, ensembles, anomaly and association for the uniqueness of human footprint features.	Int. J. Intell. Eng. Informatics	2020	DBLP DOI BibTeX RDF
10	Darius Petermann, Pritish Chandna, Helena Cuesta, Jordi Bonada, Emilia Gómez	Deep Learning Based Source Separation Applied To Choir Ensembles.	CoRR	2020	DBLP BibTeX RDF
10	Florian Wenzel, Jasper Snoek, Dustin Tran, Rodolphe Jenatton	Hyperparameter Ensembles for Robustness and Uncertainty Quantification.	CoRR	2020	DBLP BibTeX RDF
10	Mário Popolin Neto, Fernando V. Paulovich	Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles.	CoRR	2020	DBLP BibTeX RDF