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09/11/2023
Stable C^1-conforming finite element methods for the Landau–Lifshitz–Baryakhtar equation
The Landau–Lifshitz–Baryakhtar equation describes the evolution of magne...
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09/23/2022
An artificial neural network-based system for detecting machine failures using tiny sound data: A case study
In an effort to advocate the research for a deep learning-based machine ...
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08/08/2022
Denoising Induction Motor Sounds Using an Autoencoder
Denoising is the process of removing noise from sound signals while impr...
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05/11/2022
A neural prosody encoder for end-ro-end dialogue act classification
Dialogue act classification (DAC) is a critical task for spoken language...
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02/22/2022
JAMES: Job Title Mapping with Multi-Aspect Embeddings and Reasoning
One of the most essential tasks needed for various downstream tasks in c...
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12/13/2021
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding
Recent years have seen significant advances in end-to-end (E2E) spoken l...
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08/25/2021
Detecting Drill Failure in the Small Short-sound Drill Dataset
Monitoring the conditions of machines is vital in the manufacturing indu...
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02/07/2021
What's in a Name? – Gender Classification of Names with Character Based Machine Learning Models
Gender information is no longer a mandatory input when registering for a...
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10/17/2020
HABERTOR: An Efficient and Effective Deep Hatespeech Detector
We present our HABERTOR model for detecting hatespeech in large scale us...
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09/29/2020
A parabolic equation on domains with random boundaries
A heat equation with uncertain domains is thoroughly investigated. Stati...
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09/29/2020
A Shape calculus approach for time harmonic solid-fluid interaction problem in stochastic domains
The present paper deals with the interior solid-fluid interaction proble...
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08/31/2020
Quaternion-Based Self-Attentive Long Short-Term User Preference Encoding for Recommendation
Quaternion space has brought several benefits over the traditional Eucli...
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06/08/2019
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation
In this paper, we aim to solve the automatic playlist continuation (APC)...
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05/01/2019
Signed Distance-based Deep Memory Recommender
Personalized recommendation algorithms learn a user's preference for an ...
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08/31/2018
Regularizing Matrix Factorization with User and Item Embeddings for Recommendation
Following recent successes in exploiting both latent factor and word emb...
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06/23/2018
MRAttractor: Detecting Communities from Large-Scale Graphs
Detecting groups of users, who have similar opinions, interests, or soci...
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11/15/2017
Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images
Spectral-spatial classification of remotely sensed hyperspectral images ...
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10/12/2017