Search results for "ensembles"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Yi Du, Hua Yu 0005, Zhijun Li	Research of SVM ensembles in medical examination scheduling.	J. Comb. Optim.	2021	DBLP DOI BibTeX RDF
10	Jie Song, Liang Xiao 0001, Mohsen Molaei, Zhichao Lian	Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images.	IEEE Trans. Image Process.	2021	DBLP DOI BibTeX RDF
10	Abdul Jabbar Siddiqui, Azzedine Boukerche	Adaptive ensembles of autoencoders for unsupervised IoT network intrusion detection.	Computing	2021	DBLP DOI BibTeX RDF
10	Wilson Chango, Rebeca Cerezo, Miguel Sánchez-Santillán, Roger Azevedo, Cristóbal Romero 0001	Improving prediction of students' performance in intelligent tutoring systems using attribute selection and ensembles of different multimodal data sources.	J. Comput. High. Educ.	2021	DBLP DOI BibTeX RDF
10	Teresa Yeo, Oguzhan Fatih Kar, Amir Zamir	Robustness via Cross-Domain Ensembles.	ICCV	2021	DBLP DOI BibTeX RDF
10	Nico Lässig, Sarah Oppold, Melanie Herschel	Using FALCES against bias in automated decisions by integrating fairness in dynamic model ensembles.	BTW	2021	DBLP DOI BibTeX RDF
10	Soshi Naito, Takayasu Fushimi	Motif-Role Extraction in Uncertain Graph Based on Efficient Ensembles.	COMPLEX NETWORKS	2021	DBLP DOI BibTeX RDF
10	Piotr Bosowski, Joanna Bosowska, Jakub Nalepa	Evolving Deep Ensembles For Detecting Covid-19 In Chest X-Rays.	ICIP	2021	DBLP DOI BibTeX RDF
10	Sebastian Gombert, Sabine Bartsch	TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity.	SemEval@ACL/IJCNLP	2021	DBLP DOI BibTeX RDF
10	Chandan Kumar Pandey, Chirag Singh, Karan Mangla	EndTimes at SemEval-2021 Task 7: Detecting and Rating Humor and Offense with BERT and Ensembles.	SemEval@ACL/IJCNLP	2021	DBLP DOI BibTeX RDF
10	Angelo Basile, Guillermo Pérez-Torró, Marc Franco-Salvador	Probabilistic Ensembles of Zero- and Few-Shot Learning Models for Emotion Classification.	RANLP	2021	DBLP BibTeX RDF
10	Guido Bologna	Transparent Ensembles for Covid-19 Prognosis.	CD-MAKE	2021	DBLP DOI BibTeX RDF
10	Vincent Karas, Björn W. Schuller	Recognising Covid-19 from Coughing Using Ensembles of SVMs and LSTMs with Handcrafted and Deep Audio Features.	Interspeech	2021	DBLP DOI BibTeX RDF
10	Thibault Doutre, Wei Han 0002, Chung-Cheng Chiu, Ruoming Pang, Olivier Siohan, Liangliang Cao	Bridging the Gap Between Streaming and Non-Streaming ASR Systems by Distilling Ensembles of CTC and RNN-T Models.	Interspeech	2021	DBLP DOI BibTeX RDF
10	Chao-Han Huck Yang, Sabato Marco Siniscalchi, Chin-Hui Lee 0001	PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification.	Interspeech	2021	DBLP DOI BibTeX RDF
10	Hongjiao Guan, Yingtao Zhang, Bin Ma 0003, Jian Li 0034, Chunpeng Wang	A Generalized Optimization Embedded Framework of Undersampling Ensembles for Imbalanced Classification.	DSAA	2021	DBLP DOI BibTeX RDF
10	Filip Wieslaw Bartoszewski, Mike Just, Michael A. Lones, Oleksii Mandrychenko	Anomaly Detection for Insider Threats: An Objective Comparison of Machine Learning Models and Ensembles.	SEC	2021	DBLP DOI BibTeX RDF
10	Ien Li, Kirstin Cook, Michael Le, Bilwaj Gaonkar, Luke Macyszyn	Multi-resolution deep network ensembles for cervical intervertebral disc segmentation are biased by trainer.	Medical Imaging: Computer-Aided Diagnosis	2021	DBLP DOI BibTeX RDF
10	Gideon Hanse, Roy de Winter, Bas van Stein, Thomas Bäck	Optimally Weighted Ensembles for Efficient Multi-objective Optimization.	LOD	2021	DBLP DOI BibTeX RDF
10	Giordano Rampioni, Yutetsu Kuruma, Livia Leoni, Luisa Damiano, Pasquale Stano	Toward artificial cells/living cells communication in hybrid ensembles.	ALIFE	2021	DBLP DOI BibTeX RDF
10	Sabine Apfeld, Alexander Charlish, Gerd Ascheid	Ensembles of Long Short-Term Memory Experts for Streaming Data with Sudden Concept Drift.	ICMLA	2021	DBLP DOI BibTeX RDF
10	Wenjing Li, Randy C. Paffenroth, Michael T. Timko, Matthew P. Rando, Avery B. Brown, N. Aaron Deskins	Theory for Deep Learning Regression Ensembles with Application to Raman Spectroscopy Analysis.	ICMLA	2021	DBLP DOI BibTeX RDF
10	Arthur Carvalho, Jiaozhe Xu	Studies on the Accuracy of Ensembles of Cloud-Based Technologies for Sentiment Analysis.	AMCIS	2021	DBLP BibTeX RDF
10	Jose Castro-Ochante, Guillermo Cámara Chávez, Erick Gomez Nieto	ICE: a visual analytic tool for interactive clustering ensembles generation.	SAC	2021	DBLP DOI BibTeX RDF
10	Jun Ma 0016, Jianan Chen 0001	NnUNet with Region-based Training and Loss Ensembles for Brain Tumor Segmentation.	BrainLes@MICCAI (1)	2021	DBLP DOI BibTeX RDF
10	Kiran Praveen, Hardik B. Sailor, Abhishek Pandey	Warped Ensembles: A Novel Technique for Improving CTC Based End-to-End Speech Recognition.	ASRU	2021	DBLP DOI BibTeX RDF
10	Yan Gao, Titouan Parcollet, Nicholas D. Lane	Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition.	ASRU	2021	DBLP DOI BibTeX RDF
10	Seth D. Thorn	Telematic Wearable Music: Remote Ensembles and Inclusive Embodied Education.	Audio Mostly Conference	2021	DBLP DOI BibTeX RDF
10	Boris Lorbeer, Max Botler	Anomaly detection with partitioning overfitting autoencoder ensembles.	ICMV	2021	DBLP DOI BibTeX RDF
10	Ramya Anasseriyil Viswambaran, Gang Chen 0002, Bing Xue 0001, Mohammad Nekooei	Two-Stage Genetic Algorithm for Designing Long Short Term Memory (LSTM) Ensembles.	CEC	2021	DBLP DOI BibTeX RDF
10	Patrick Echtenbruck, Michael Emmerich, Martina Echtenbruck, Boris Naujoks	Optimally Weighted Ensembles in Model-Based Regression for Drug Discovery.	CEC	2021	DBLP DOI BibTeX RDF
10	Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan	Understanding the Resilience of Neural Network Ensembles against Faulty Training Data.	QRS	2021	DBLP DOI BibTeX RDF
10	Silas L. Albuquerque, Cristiano Jacques Miosso, Adson Ferreira da Rocha, Paulo Roberto de Lira Gondim	Classification of Electrocardiography Signals for User Authentication Based on Ensembles with Random Undersampling.	IWCMC	2021	DBLP DOI BibTeX RDF
10	Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric	Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models.	ICASSP	2021	DBLP DOI BibTeX RDF
10	Nir Shlezinger, Erez Farhan, Hai Morgenstern, Yonina C. Eldar	Collaborative Inference via Ensembles on the Edge.	ICASSP	2021	DBLP DOI BibTeX RDF
10	Laurens Devos, Wannes Meert, Jesse Davis	Verifying Tree Ensembles by Reasoning about Potential Instances.	SDM	2021	DBLP DOI BibTeX RDF
10	Hamid Gadirov, Gleb Tkachev, Thomas Ertl, Steffen Frey	Evaluation and Selection of Autoencoders for Expressive Dimensionality Reduction of Spatial Ensembles.	ISVC (1)	2021	DBLP DOI BibTeX RDF
10	Mengnan Xu, Dan Zeng 0001, Zhichao Sheng, Zhonghao Zhang, Chongbin Xu	Some Results on Density Evolution of Nonbinary SC-LDPC Ensembles Over the BEC.	ISIT	2021	DBLP DOI BibTeX RDF
10	Yunian Pan, Quanyan Zhu	Efficient Episodic Learning of Nonstationary and Unknown Zero-Sum Games Using Expert Game Ensembles.	CDC	2021	DBLP DOI BibTeX RDF
10	Yizheng Chen 0001, Shiqi Wang 0002, Weifan Jiang, Asaf Cidon, Suman Jana	Cost-Aware Robust Tree Ensembles for Security Applications.	USENIX Security Symposium	2021	DBLP BibTeX RDF
10	Deniz Uzun, Dewei Yi	Deep Ensembles for Semantic Segmentation on Road Detection.	ICAC	2021	DBLP DOI BibTeX RDF
10	Hao Xue 0001, Flora D. Salim	Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification.	KDD	2021	DBLP DOI BibTeX RDF
10	Çagri Demir, Simon Caton, Pierpaolo Dondio	Combining Ensembles of Multi-Input Multi-Output Subnetworks and Data Augmentation Does not Harm Your Calibration.	AICS	2021	DBLP BibTeX RDF
10	Na Zhao, Biao Han, Yang Cai, Jinshu Su	SeqAD: An Unsupervised and Sequential Autoencoder Ensembles based Anomaly Detection Framework for KPI.	IWQoS	2021	DBLP DOI BibTeX RDF
10	Rajeev Sahay, Daniel Ries, Joshua D. Zollweg, Christopher G. Brinton	Hyperspectral Image Target Detection Using Deep Ensembles for Robust Uncertainty Quantification.	ACSCC	2021	DBLP DOI BibTeX RDF
10	Golrokh Mirzaei	Ensembles of Convolutional Neural Network Pipelines for Diagnosis of Alzheimer's Disease.	ACSCC	2021	DBLP DOI BibTeX RDF
10	Dominik Vietinghoff, Christian Heine 0002, Michael Böttinger, Gerik Scheuermann	An Extension of Empirical Orthogonal Functions for the Analysis of Time-Dependent 2D Scalar Field Ensembles.	PacificVis	2021	DBLP DOI BibTeX RDF
10	Tim Seyde, Wilko Schwarting, Sertac Karaman, Daniela Rus	Learning to Plan Optimistically: Uncertainty-Guided Deep Exploration via Latent Model Ensembles.	CoRL	2021	DBLP BibTeX RDF
10	Fakhrul Aniq Hakimi Nasrul 'Alam, Mohd Ibrahim Shapiai, Uzma Batool, Ahmad Kamal Ramli, Khairil Ashraf Elias	Skeleton-Based Action Recognition with Joint Coordinates as Feature Using Neural Oblivious Decision Ensembles.	SoMeT	2021	DBLP DOI BibTeX RDF
10	Chuyan Qu, Elizabeth M. Brannon	Approximate division on multiple visual ensembles.	CogSci	2021	DBLP BibTeX RDF
10	Jörg Bremer, Johannes Gerster, Birk Brückner, Marcel Sarstedt, Sebastian Lehnhoff, Lutz Hofmann	Agent-Based Phase Space Sampling of Ensembles Using Ripley's K for Homogeneity.	PAAMS (Workshops)	2021	DBLP DOI BibTeX RDF
10	Samarth Sinha, Homanga Bharadhwaj, Anirudh Goyal, Hugo Larochelle, Animesh Garg, Florian Shkurti	DIBS: Diversity Inducing Information Bottleneck in Model Ensembles.	AAAI	2021	DBLP DOI BibTeX RDF
10	Bo Huang, Zhiwei Ke, Yi Wang 0017, Wei Wang 0011, Linlin Shen, Feng Liu 0013	Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles.	AAAI	2021	DBLP DOI BibTeX RDF
10	Adria Ruiz, Jakob Verbeek	Anytime Inference with Distilled Hierarchical Neural Ensembles.	AAAI	2021	DBLP DOI BibTeX RDF
10	Stefan Anlauf, Andreas Haghofer, Karl Dirnberger, Stephan M. Winkler	Using Heterogeneous Model Ensembles to Improve the Prediction of Yeast Contamination in Peppermint.	ISM	2021	DBLP DOI BibTeX RDF
10	Carina Ivascu, Richard M. Everson, Jonathan E. Fieldsend	Optimising Diversity in Classifier Ensembles of Classification Trees.	EvoApplications	2021	DBLP DOI BibTeX RDF
10	Argyrios S. Vartholomaios, Stamatis Karlos, Eleftherios Kouloumpris, Grigorios Tsoumakas	Short-Term Renewable Energy Forecasting in Greece Using Prophet Decomposition and Tree-Based Ensembles.	DEXA Workshops	2021	DBLP DOI BibTeX RDF
10	Sebastian Gombert	Twin BERT Contextualized Sentence Embedding Space Learning and Gradient-Boosted Decision Tree Ensembles for Scene Segmentation in German Literature.	STSS@KONVENS	2021	DBLP BibTeX RDF
10	Roman Zeiss, Christian Hovestadt, Friedrich Chasin	Ensembles of Human and Digital Sensors: Faithful Representations Through Hybrid Sensing Systems.	ICIS	2021	DBLP BibTeX RDF
10	Yu Sugawara, Satoshi Oyama, Masahito Kurihara	Adaptive Rotation Forests: Decision Tree Ensembles for Sequential Learning.	SMC	2021	DBLP DOI BibTeX RDF
10	Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy V. Pitt	Using novelty search to explicitly create diversity in ensembles of classifiers.	GECCO	2021	DBLP DOI BibTeX RDF
10	Marco Virgolin	Genetic programming is naturally suited to evolve bagging ensembles.	GECCO	2021	DBLP DOI BibTeX RDF
10	Cong Liu, Anli Yan, Zhenxiang Chen, Haibo Zhang 0001, Qiben Yan, Lizhi Peng, Chuan Zhao	IEdroid: Detecting Malicious Android Network Behavior Using Incremental Ensemble of Ensembles.	ICPADS	2021	DBLP DOI BibTeX RDF
10	Jan Kozak, Szymon Glowania	Heterogeneous ensembles of classifiers in predicting Bundesliga football results.	KES	2021	DBLP DOI BibTeX RDF
10	Anja Heim, M. Eduard Gröller, Christoph Heinzl	CoSi: Visual Comparison of Similarities in High-Dimensional Data Ensembles.	VMV	2021	DBLP DOI BibTeX RDF
10	Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira da Silva, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman	Assessing Resource Provisioning and Allocation of Ensembles of In Situ Workflows.	ICPP Workshops	2021	DBLP DOI BibTeX RDF
10	Renata Garcia Oliveira, Wouter Caarls	A History-based Framework for Online Continuous Action Ensembles in Deep Reinforcement Learning.	ICAART (2)	2021	DBLP DOI BibTeX RDF
10	Pedro J. S. Cardoso, Pedro M. M. Guerreiro, Jânio M. Monteiro, André S. Pedro, João M. F. Rodrigues	Warm-Start Meta-Ensembles for Forecasting Energy Consumption in Service Buildings.	ICCS (6)	2021	DBLP DOI BibTeX RDF
10	Maximilian L. Croci, Ushnish Sengupta, Matthew P. Juniper	Data Assimilation Using Heteroscedastic Bayesian Neural Network Ensembles for Reduced-Order Flame Models.	ICCS (5)	2021	DBLP DOI BibTeX RDF
10	Zahra Mirikharaji, Kumar Abhishek 0001, Saeed Izadi, Ghassan Hamarneh	D-LEMA: Deep Learning Ensembles From Multiple Annotations - Application to Skin Lesion Segmentation.	CVPR Workshops	2021	DBLP BibTeX RDF
10	Pierrick Pochelu, Serge G. Petiton, Bruno Conche	An efficient and flexible inference system for serving heterogeneous ensembles of deep neural networks.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	William F. Godoy, Andrei T. Savici, Steven E. Hahn, Peter F. Peterson	Efficient loading of reduced data ensembles produced at ORNL SNS/HFIR neutron time-of-flight facilities.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Xiaolin Chen, Shuai Zhou, Bei Guan, Kai Yang, Hao Fao, Hu Wang, Yongji Wang 0002	Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Vertical Federated Learning.	IEEE BigData	2021	DBLP DOI BibTeX RDF
10	Ali Serener, Sertan Serte	Glaucoma classification via deep learning ensembles.	INISTA	2021	DBLP DOI BibTeX RDF
10	Nikolay I. Bazenkov	Heterogeneous Formal Neurons and Modeling of Multi-transmitter Neural Ensembles.	RCAI	2021	DBLP DOI BibTeX RDF
10	Diogo Ramos, Davide Carneiro 0001, Paulo Novais	Using Evolving Ensembles to Deal with Concept Drift in Streaming Scenarios.	IDC	2021	DBLP DOI BibTeX RDF
10	Luís Borges, Bruno Martins 0001, Jamie Callan	Assessing the Benefits of Model Ensembles in Neural Re-ranking for Passage Retrieval.	ECIR (2)	2021	DBLP DOI BibTeX RDF
10	Maximilian Mayerl, Michael Vötter, Andreas Peintner, Günther Specht, Eva Zangerle	Recognizing Song Mood and Theme: Clustering-based Ensembles.	MediaEval	2021	DBLP BibTeX RDF
10	Trong-Tung Nguyen, Thanh-Son Nguyen, Gia-Bao Dinh Ho, Hai-Dang Nguyen, Minh-Triet Tran	HCMUS at MediaEval 2021: Ensembles of Action Recognition Networks with Prior Knowledge for Table Tennis Strokes Classification Task.	MediaEval	2021	DBLP BibTeX RDF
10	Felicia Ly Jacobsen	Predictive Uncertainty Masks from Deep Ensembles in Automated Polyp Segmentation.	MediaEval	2021	DBLP BibTeX RDF
10	Jannik Rößler, Roman Tilly, Detlef Schoder	To Treat, or Not to Treat: Reducing Volatility in Uplift Modeling Through Weighted Ensembles.	HICSS	2021	DBLP BibTeX RDF
10	Shumpei Miyake, Keita Ushida	Supporting Music Arrangement, Ringer Assignment, and Score Preparation for Musicbell Ensembles.	CANDAR (Workshops)	2021	DBLP DOI BibTeX RDF
10	Alexandru Tifrea, Eric Stavarache, Fanny Yang	Novel Disease Detection Using Ensembles with Regularized Disagreement.	UNSURE/PIPPI@MICCAI	2021	DBLP DOI BibTeX RDF
10	Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers	Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles.	MLMI@MICCAI	2021	DBLP DOI BibTeX RDF
10	Bouchra El Ouassif, Ali Idri, Mohamed Hosni	Investigating Accuracy and Diversity in Heterogeneous Ensembles for Breast Cancer Classification.	ICCSA (2)	2021	DBLP DOI BibTeX RDF
10	Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando 0001, Raffaele Perego 0001, Salvatore Trani	Learning Early Exit Strategies for Additive Ranking Ensembles.	SIGIR	2021	DBLP DOI BibTeX RDF
10	Francesco D'Angelo, Vincent Fortuin	Repulsive Deep Ensembles are Bayesian.	NeurIPS	2021	DBLP BibTeX RDF
10	Octavian Ganea, Lagnajit Pattanaik, Connor W. Coley, Regina Barzilay, Klavs F. Jensen, William H. Green Jr., Tommi S. Jaakkola	GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles.	NeurIPS	2021	DBLP BibTeX RDF
10	Giung Nam, Jongmin Yoon, Yoonho Lee 0001, Juho Lee 0001	Diversity Matters When Learning From Ensembles.	NeurIPS	2021	DBLP BibTeX RDF
10	Jiefeng Chen 0001, Frederick Liu, Besim Avci, Xi Wu 0001, Yingyu Liang, Somesh Jha	Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles.	NeurIPS	2021	DBLP BibTeX RDF
10	Rahul Rahaman, Alexandre H. Thiéry	Uncertainty Quantification and Deep Ensembles.	NeurIPS	2021	DBLP BibTeX RDF
10	Melda Eksi, Erik Gelbing, Jonathan Stieber, Chi Viet Vu	Explaining Errors in Machine Translation with Absolute Gradient Ensembles.	Eval4NLP	2021	DBLP BibTeX RDF
10	Mihai Ermaliuc, Daniel Stamate, George D. Magoulas, Ida M. Pu	Creating Ensembles of Generative Adversarial Network Discriminators for One-Class Classification.	EANN	2021	DBLP DOI BibTeX RDF
10	Mihai Gabriel Constantin, Liviu-Daniel Stefan, Bogdan Ionescu	DeepFusion: Deep Ensembles for Domain Independent System Fusion.	MMM (1)	2021	DBLP DOI BibTeX RDF
10	Navid Kardan, Ankit Sharma, Kenneth O. Stanley	Towards Consistent Predictive Confidence through Fitted Ensembles.	IJCNN	2021	DBLP DOI BibTeX RDF
10	Fuchang Han, Shenghui Liao, Renzhong Wu, Shu Liu 0002, Yuqian Zhao, Yu Xie	Explainable Predictions of Renal Cell Carcinoma with Interpretable Tree Ensembles from Contrast-enhanced CT Images.	IJCNN	2021	DBLP DOI BibTeX RDF
10	Miguel A. Molina-Cabello, José A. Rodríguez-Rodríguez, Karl Thurnhofer-Hemsi, Ezequiel López-Rubio	Histopathological image analysis for breast cancer diagnosis by ensembles of convolutional neural networks and genetic algorithms.	IJCNN	2021	DBLP DOI BibTeX RDF
10	Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj	Monte Carlo Dropout Ensembles for Robust Illumination Estimation.	IJCNN	2021	DBLP DOI BibTeX RDF
10	Daivid Leal, Tiago P. F. de Lima, Adenilton J. da Silva	Training Ensembles of Quantum Binary Neural Networks.	IJCNN	2021	DBLP DOI BibTeX RDF
10	Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo	Early Exit Ensembles for Uncertainty Quantification.	ML4H@NeurIPS	2021	DBLP BibTeX RDF