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Artificial Neural Networks Applied to Taxi Destination Prediction
31 July 2015
A. D. Brébisson
Étienne Simon
Alex Auvolat
Pascal Vincent
Yoshua Bengio
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Papers citing
"Artificial Neural Networks Applied to Taxi Destination Prediction"
37 / 37 papers shown
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The Credibility Transformer
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Salvatore Scognamiglio
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25 Sep 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond
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Yuxuan Liang
Yuanshao Zhu
Yanchuan Chang
Kang Luo
...
Chao Chen
Kai Zheng
Yunjun Gao
Xiaofang Zhou
Yu Zheng
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21 Mar 2024
Conditional expectation network for SHAP
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Ronald Richman
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20 Jul 2023
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization
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01 Feb 2023
Learning Citywide Patterns of Life from Trajectory Monitoring
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Z. Rasheed
Khurram Hassan-Shafique
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116
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30 Jun 2022
Meta-Learning over Time for Destination Prediction Tasks
M. Tenzer
Z. Rasheed
Khurram Hassan-Shafique
Nuno Vasconcelos
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162
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29 Jun 2022
Predictive Modeling of Charge Levels for Battery Electric Vehicles using CNN EfficientNet and IGTD Algorithm
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Chongzhou Fang
David Haddad
Minsung Kim
70
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07 Jun 2022
A High-Performance Customer Churn Prediction System based on Self-Attention
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Haotian Wu
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03 Jun 2022
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and Performance
Transportation Research Part B: Methodological (TRPBM), 2021
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C. L. Azevedo
Francisco Câmara Pereira
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24 Sep 2021
Modelling and Reasoning Techniques for Context Aware Computing in Intelligent Transportation System
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Dr.Chinnaiyan R
LRM
142
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29 Jul 2021
Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL)
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Benjamin Roth
Katharina Kann
Barbara Plank
Alex Ratner
Dietrich Klakow
174
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08 Jul 2021
FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users
Xiaopeng Jiang
Shuai Zhao
G. Jacobson
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Wen-Ling Hsu
Manoop Talasila
Syed Anwar Aftab
Yi Chen
Cristian Borcea
FedML
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13 Jun 2021
Quantifying the Tradeoff Between Cybersecurity and Location Privacy
Dajiang Suo
M. E. Renda
Jinhuan Zhao
192
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04 May 2021
Hybrid Model with Time Modeling for Sequential Recommender Systems
Marlesson R. O. Santana
Anderson Soares
77
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0
07 Mar 2021
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
International Conference on Machine Learning (ICML), 2021
Kashif Rasul
Calvin Seward
Ingmar Schuster
Roland Vollgraf
DiffM
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28 Jan 2021
A Unified Framework for Online Trip Destination Prediction
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Victor Eberstein
J. Sjöblom
Nikolce Murgovski
M. Chehreghani
190
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12 Jan 2021
TabTransformer: Tabular Data Modeling Using Contextual Embeddings
Xin Huang
A. Khetan
Milan Cvitkovic
Zohar Karnin
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11 Dec 2020
A Survey on Deep Learning for Human Mobility
ACM Computing Surveys (ACM CSUR), 2020
Massimiliano Luca
Gianni Barlacchi
Bruno Lepri
Luca Pappalardo
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04 Dec 2020
Transfer Learning for British Sign Language Modelling
B. Mocialov
Graham Turner
H. Hastie
SLR
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03 Jun 2020
Destination Prediction Based on Partial Trajectory Data
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Ibrahim Emre Göl
Christoph Lingenfelder
Andreas Vogelsang
81
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16 Apr 2020
MPE: A Mobility Pattern Embedding Model for Predicting Next Locations
World wide web (Bussum) (WWW), 2018
Meng Chen
Xiaohui Yu
Yang Liu
60
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16 Mar 2020
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
International Conference on Learning Representations (ICLR), 2020
Kashif Rasul
Abdul-Saboor Sheikh
Ingmar Schuster
Urs M. Bergmann
Roland Vollgraf
BDL
AI4TS
AI4CE
354
211
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14 Feb 2020
Interleaved Sequence RNNs for Fraud Detection
Knowledge Discovery and Data Mining (KDD), 2020
Bernardo Branco
Pedro Abreu
Ana Sofia Gomes
Mariana S. C. Almeida
João Tiago Ascensão
P. Bizarro
AI4TS
151
85
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14 Feb 2020
fastai: A Layered API for Deep Learning
Jeremy Howard
Sylvain Gugger
AI4CE
376
962
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11 Feb 2020
Mobility Inference on Long-Tailed Sparse Trajectory
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020
Lei Shi
78
1
0
21 Jan 2020
A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization
Alireza Ghods
D. Cook
155
1
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10 Sep 2019
Improving Missing Data Imputation with Deep Generative Models
R. Camino
Christian A. Hammerschmidt
R. State
SyDa
193
63
0
27 Feb 2019
An overview of deep learning in medical imaging focusing on MRI
Zeitschrift für Medizinische Physik (Z Med Phys), 2018
A. Lundervold
A. Lundervold
OOD
337
1,802
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25 Nov 2018
Grand Challenge: Real-time Destination and ETA Prediction for Maritime Traffic
Oleh Bodunov
Florian Schmidt
André Martin
Andrey Brito
Christof Fetzer
78
42
0
12 Oct 2018
Application of Bounded Total Variation Denoising in Urban Traffic Analysis
Shanshan Tang
Haijun Yu
47
1
0
04 Aug 2018
Modeling Taxi Drivers' Behaviour for the Next Destination Prediction
Alberto Rossi
Gianni Barlacchi
Monica Bianchini
Bruno Lepri
108
30
0
21 Jul 2018
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision
Hanyuan Zhang
Hao-qing Wu
Weiwei Sun
Baihua Zheng
AI4TS
131
149
0
06 Feb 2018
T-CONV: A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction
Jianming Lv
Qing Li
Xintong Wang
123
92
0
23 Nov 2016
Improved Recurrent Neural Networks for Session-based Recommendations
Yong Kiam Tan
Xinxing Xu
Yong-Jin Liu
169
804
0
27 Jun 2016
Destination Prediction by Trajectory Distribution Based Model
Philippe C. Besse
Brendan Guillouet
Jean-Michel Loubes
François Royer
85
91
0
10 May 2016
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