Papers citing 'Artificial Neural Networks Applied to Taxi Destination Prediction'

Title
Encoding Agent Trajectories as Representations with Sequence Transformers Athanasios Tsiligkaridis Nicholas Kalinowski Zhongheng Li Elizabeth Hou 142 1 0 11 Oct 2024
Back to Bayesics: Uncovering Human Mobility Distributions and Anomalies with an Integrated Statistical and Neural Framework Minxuan Duan Yinlong Qian Lingyi Zhao Zihao Zhou Z. Rasheed Rose Yu Khurram Hassan-Shafique 212 6 0 01 Oct 2024
The Credibility TransformerEuropean Actuarial Journal (EAJ), 2024 Ronald Richman Salvatore Scognamiglio M. Wüthrich 170 5 0 25 Sep 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 241 46 0 21 Mar 2024
Conditional expectation network for SHAPSocial Science Research Network (SSRN), 2023 Ronald Richman M. Wüthrich FAtt BDL 157 4 0 20 Jul 2023
Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization Lukas Haas Silas Alberti Michal Skreta VLM 154 40 0 01 Feb 2023
Learning Citywide Patterns of Life from Trajectory Monitoring M. Tenzer Z. Rasheed Khurram Hassan-Shafique AI4TS 100 2 0 30 Jun 2022
Meta-Learning over Time for Destination Prediction Tasks M. Tenzer Z. Rasheed Khurram Hassan-Shafique Nuno Vasconcelos AI4TS 122 6 0 29 Jun 2022
Predictive Modeling of Charge Levels for Battery Electric Vehicles using CNN EfficientNet and IGTD Algorithm Seongwoo Choi Chongzhou Fang David Haddad Minsung Kim 30 1 0 07 Jun 2022
A High-Performance Customer Churn Prediction System based on Self-AttentionSocial Science Research Network (SSRN), 2022 Haotian Wu 100 9 0 03 Jun 2022
Combining Discrete Choice Models and Neural Networks through Embeddings: Formulation, Interpretability and PerformanceTransportation Research Part B: Methodological (TRPBM), 2021 Ioanna Arkoudi C. L. Azevedo Francisco Câmara Pereira 128 22 0 24 Sep 2021
Modelling and Reasoning Techniques for Context Aware Computing in Intelligent Transportation System M. Swarnamugi Dr.Chinnaiyan R LRM 75 3 0 29 Jul 2021
Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL) Michael A. Hedderich Benjamin Roth Katharina Kann Barbara Plank Alex Ratner Dietrich Klakow 136 0 0 08 Jul 2021
FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users Xiaopeng Jiang Shuai Zhao G. Jacobson R. Jana Wen-Ling Hsu Manoop Talasila Syed Anwar Aftab Yi Chen Cristian Borcea FedML 53 2 0 13 Jun 2021
Quantifying the Tradeoff Between Cybersecurity and Location Privacy Dajiang Suo M. E. Renda Jinhuan Zhao 159 4 0 04 May 2021
Hybrid Model with Time Modeling for Sequential Recommender Systems Marlesson R. O. Santana Anderson Soares 65 5 0 07 Mar 2021
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series ForecastingInternational Conference on Machine Learning (ICML), 2021 Kashif Rasul Calvin Seward Ingmar Schuster Roland Vollgraf DiffM 319 412 0 28 Jan 2021
A Unified Framework for Online Trip Destination PredictionMachine-mediated learning (ML), 2021 Victor Eberstein J. Sjöblom Nikolce Murgovski M. Chehreghani 178 1 0 12 Jan 2021
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar Karnin ViT LMTD 364 599 0 11 Dec 2020
A Survey on Deep Learning for Human MobilityACM Computing Surveys (ACM CSUR), 2020 Massimiliano Luca Gianni Barlacchi Bruno Lepri Luca Pappalardo HAI 249 268 0 04 Dec 2020
Transfer Learning for British Sign Language Modelling B. Mocialov Graham Turner H. Hastie SLR 111 20 0 03 Jun 2020
Destination Prediction Based on Partial Trajectory Data Patrick Ebel Ibrahim Emre Göl Christoph Lingenfelder Andreas Vogelsang 61 33 0 16 Apr 2020
MPE: A Mobility Pattern Embedding Model for Predicting Next LocationsWorld wide web (Bussum) (WWW), 2018 Meng Chen Xiaohui Yu Yang Liu 48 32 0 16 Mar 2020
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing FlowsInternational Conference on Learning Representations (ICLR), 2020 Kashif Rasul Abdul-Saboor Sheikh Ingmar Schuster Urs M. Bergmann Roland Vollgraf BDL AI4TS AI4CE 284 207 0 14 Feb 2020
Interleaved Sequence RNNs for Fraud DetectionKnowledge Discovery and Data Mining (KDD), 2020 Bernardo Branco Pedro Abreu Ana Sofia Gomes Mariana S. C. Almeida João Tiago Ascensão P. Bizarro AI4TS 131 80 0 14 Feb 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 301 948 0 11 Feb 2020
Mobility Inference on Long-Tailed Sparse TrajectoryACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020 Lei Shi 69 1 0 21 Jan 2020
A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization Alireza Ghods D. Cook 123 1 0 10 Sep 2019
Improving Missing Data Imputation with Deep Generative Models R. Camino Christian A. Hammerschmidt R. State SyDa 155 62 0 27 Feb 2019
An overview of deep learning in medical imaging focusing on MRIZeitschrift für Medizinische Physik (Z Med Phys), 2018 A. Lundervold A. Lundervold OOD 274 1,778 0 25 Nov 2018
Grand Challenge: Real-time Destination and ETA Prediction for Maritime Traffic Oleh Bodunov Florian Schmidt André Martin Andrey Brito Christof Fetzer 74 42 0 12 Oct 2018
Application of Bounded Total Variation Denoising in Urban Traffic Analysis Shanshan Tang Haijun Yu 39 1 0 04 Aug 2018
Modeling Taxi Drivers' Behaviour for the Next Destination Prediction Alberto Rossi Gianni Barlacchi Monica Bianchini Bruno Lepri 79 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 105 149 0 06 Feb 2018
T-CONV: A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction Jianming Lv Qing Li Xintong Wang 87 91 0 23 Nov 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 147 796 0 27 Jun 2016
Destination Prediction by Trajectory Distribution Based Model Philippe C. Besse Brendan Guillouet Jean-Michel Loubes François Royer 61 90 0 10 May 2016