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Publication search results
found 54 matches
- 2020
- Sara Atito Ali Ahmed
, Berrin A. Yanikoglu
, Cemre Zor
, Muhammad Awais
, Josef Kittler
:
Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. LOD (2) 2020: 292-303 - Sani Aji
, Poom Kumam
, Punnarai Siricharoen
, Ali Maina Bukar:
Automatic Classification of Low-Angle Fuze-Quick Craters Using Deep Learning. LOD (2) 2020: 436-447 - Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo:
Safer Reinforcement Learning for Agents in Industrial Grid-Warehousing. LOD (2) 2020: 169-180 - Mayowa Ayodele
, Richard Allmendinger
, K. Nadia Papamichail
:
Heuristic Search in LegalTech: Dynamic Allocation of Legal Cases to Legal Staff. LOD (2) 2020: 326-338 - Nicolas Bach, Andrew Melnik, Federico Rosetto, Helge J. Ritter:
An Error-Based Addressing Architecture for Dynamic Model Learning. LOD (2) 2020: 617-630 - Nicolas Bach, Andrew Melnik, Malte Schilling, Timo Korthals, Helge J. Ritter:
Learn to Move Through a Combination of Policy Gradient Algorithms: DDPG, D4PG, and TD3. LOD (2) 2020: 631-644 - Richard Ball, Hennie A. Kruger, Lynette Drevin:
A Unified Approach to Anomaly Detection. LOD (2) 2020: 281-291 - Jose Cruz
, Wilson Mamani
, Christian Romero
, Ferdinand Pineda
:
Multi-parameter Regression of Photovoltaic Systems using Selection of Variables with the Method: Recursive Feature Elimination for Ridge, Lasso and Bayes. LOD (2) 2020: 191-202 - Thu Dinh, Bao Wang, Andrea L. Bertozzi
, Stanley J. Osher, Jack Xin:
Sparsity Meets Robustness: Channel Pruning for the Feynman-Kac Formalism Principled Robust Deep Neural Nets. LOD (2) 2020: 362-381 - Christofer Fellicious
, Thomas Weißgerber
, Michael Granitzer
:
Effects of Random Seeds on the Accuracy of Convolutional Neural Networks. LOD (2) 2020: 93-102 - Giorgia Franchini
, Valeria Ruggiero
, Luca Zanni
:
Steplength and Mini-batch Size Selection in Stochastic Gradient Methods. LOD (2) 2020: 259-263 - Yuzhou Gao, Tengchao Yu, Jinglai Li
:
Bayesian Optimization with Local Search. LOD (2) 2020: 350-361 - Gail Gilboa-Freedman
, Yair Amichai-Hamburger
, Dotan Castro
:
Who Accepts Information Measures? LOD (2) 2020: 612-616 - Abhay Harpale
:
Chronologically Guided Deep Network for Remaining Useful Life Estimation. LOD (2) 2020: 118-130 - Abhay Harpale
:
Automatic Curriculum Recommendation for Employees. LOD (2) 2020: 143-155 - Yaodong He
, Shiu Yin Yuen
:
Black Box Algorithm Selection by Convolutional Neural Network. LOD (2) 2020: 264-280 - Israel David Herrera-Granda
, Leandro Leonardo Lorente-Leyva
, Diego Hernán Peluffo-Ordóñez
, M. M. E. Alemany
:
A Forecasting Model to Predict the Demand of Roses in an Ecuadorian Small Business Under Uncertain Scenarios. LOD (2) 2020: 245-258 - Mahdi Jammal, Stéphane Canu, Maher Abdallah:
Robust and Sparse Support Vector Machines via Mixed Integer Programming. LOD (2) 2020: 572-585 - Mahdi Jammal, Stéphane Canu, Maher Abdallah:
ℓ 1 Regularized Robust and Sparse Linear Modeling Using Discrete Optimization. LOD (2) 2020: 645-661 - Zahra Jandaghi, Liming Cai:
On Graph Learning with Neural Networks. LOD (2) 2020: 516-528 - Petia D. Koprinkova-Hristova
, Nadejda Bocheva
:
Brain-Inspired Spike Timing Model of Dynamic Visual Information Perception and Decision Making with STDP and Reinforcement Learning. LOD (2) 2020: 421-435 - Julia Krützmann
, Alexander Schiendorfer
, Sergej Beratz, Judith Moosburger-Will, Wolfgang Reif
, Siegfried Horn:
Learning Controllers for Adaptive Spreading of Carbon Fiber Tows. LOD (2) 2020: 65-77 - Huanghua Li, Zhidong Deng, Jianxin Zhang, Zhen Zhang, Xiaozhao Wang, Yongbao Li, Feng Li, Lizhong Xie:
A Deep Learning Based Fault Detection Method for Rocket Launcher Electrical System. LOD (2) 2020: 316-325 - Leandro Leonardo Lorente-Leyva
, M. M. E. Alemany
, Diego Hernán Peluffo-Ordóñez
, Israel David Herrera-Granda
:
A Comparison of Machine Learning and Classical Demand Forecasting Methods: A Case Study of Ecuadorian Textile Industry. LOD (2) 2020: 131-142 - Nicholas Mandarano
, Rommel G. Regis
, Elizabeth Bloom:
Machine Learning and Statistical Models for the Prevalence of Multiple Sclerosis. LOD (2) 2020: 559-571 - Elisa Marcelli
, Renato De Leone
:
Multi-kernel Covariance Terms in Multi-output Support Vector Machines. LOD (2) 2020: 1-11 - Alexey Marchenko, Alexey Utki-Otki, Dmitry Golubev:
Efficient Text Processing via Context Triggered Piecewise Hashing Algorithm for Spam Detection. LOD (2) 2020: 448-456 - Jimiama Mafeni Mase
, Peter Chapman
, Grazziela P. Figueredo
, Mercedes Torres Torres:
Benchmarking Deep Learning Models for Driver Distraction Detection. LOD (2) 2020: 103-117 - Gideon Mbiydzenyuy
:
Univariate Time Series Anomaly Labelling Algorithm. LOD (2) 2020: 586-599 - Astrid Merckling, Alexandre Coninx, Loic Cressot, Stéphane Doncieux, Nicolas Perrin:
State Representation Learning from Demonstration. LOD (2) 2020: 304-315
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