Zachary Patterson

45 papers A* 1B 1C 3Journal 26Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Noise-Robust Approach Using Dynamic Graph Neural Networks for Bus Passenger Flow Prediction. IEEE Trans. Intell. Transp. Syst. Xinyi Zhou, Siyu Sun, Nizar Bouguila, Zachary Patterson
2026	J	`jnl`	An Adapter-free Fine-tuning Approach for Tuning 3D Foundation Models. CoRR Sneha Paul, Zachary Patterson, Nizar Bouguila
2026	J	`jnl`	Enhancing Diversity and Feasibility: Joint Population Synthesis from Multi-source Data Using Generative Models. CoRR Farbod Abbasi, Zachary Patterson, Bilal Farooq
2026	J	`jnl`	Point Cloud as a Foreign Language for Multi-modal Large Language Model. CoRR Sneha Paul, Zachary Patterson, Nizar Bouguila
2026	J	`jnl`	STAM-GED: Spatial-Temporal Attention Masked Graph Neural Networks for Passenger Flow Prediction. IEEE Trans. Intell. Transp. Syst. Asiye Baghbani, Xinyi Zhou, Nizar Bouguila, Zachary Patterson
2025	C	`conf`	A Comparative Study of Log-Based Anomaly Detection Methods in Real-World System Logs. IoTBDS Nadira Anjum Nipa, Nizar Bouguila, Zachary Patterson
2025	—	`conf`	Crowd Counting via Wi-Fi Probe Requests: Integrating Feature Selection and Data Generation. ICSC Mohamed Chaaben, Nizar Bouguila, Zachary Patterson
2025	—	`conf`	LSTM vs. DistilBERT: A Comparative Study for 2025 SHL Recognition Challenge. UbiComp Companion Mahan Mollajafari, Zachary Patterson, Bilal Farooq
2024	J	`jnl`	.FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye Images. J. Imaging Sneha Paul, Zachary Patterson, Nizar Bouguila
2024	—	`conf`	A Privacy-Preserving Edge Computing Solution for Real-Time Passenger Counting at Bus Stops using Overhead Fisheye Camera. ICSC Pardis Ghaziamin, Kairavi Bajaj, Nizar Bouguila, Zachary Patterson
2024	J	`jnl`	DualMLP: a two-stream fusion model for 3D point cloud classification. Vis. Comput. Sneha Paul, Zachary Patterson, Nizar Bouguila
2024	—	`conf`	HydroVision: LiDAR-Guided Hydrometric Prediction with Vision Transformers and Hybrid Graph Learning. ISVC (2) Naghmeh Shafiee Roudbari, Ursula Eicker, Charalambos Poullis, Zachary Patterson
2024	J	`jnl`	HydroVision: LiDAR-Guided Hydrometric Prediction with Vision Transformers and Hybrid Graph Learning. CoRR Naghmeh Shafiee Roudbari, Ursula Eicker, Charalambos Poullis, Zachary Patterson
2024	—	`conf`	Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data. ECCV (66) Sneha Paul, Zachary Patterson, Nizar Bouguila
2024	J	`jnl`	Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data. CoRR Sneha Paul, Zachary Patterson, Nizar Bouguila
2024	—	`conf`	Sustainable Energy Management System for AIoT Solutions Using Multivariate and Multi-Step Battery State of Charge Forecasting. SMARTGREENS Farnaz Kashefinishabouri, Nizar Bouguila, Zachary Patterson
2023	—	`conf`	A Variational Graph Convolution Network with Normalizing Flows for Passenger Flow Prediction. TransAI Siavash Farazmand, Raghav Narula, Zachary Patterson, Nizar Bouguila
2023	—	`conf`	CrossMoCo: Multi-Modal Momentum Contrastive Learning for Point Cloud. CRV Sneha Paul, Zachary Patterson, Nizar Bouguila
2023	J	`jnl`	Graph Neural Networks for Intelligent Transportation Systems: A Survey. IEEE Trans. Intell. Transp. Syst. Saeed Rahmani, Asiye Baghbani, Nizar Bouguila, Zachary Patterson
2023	—	`conf`	Multi-STGAC: A Graph Attention Based Model for Short-term Bus Passenger Flow Forecasting. ITSC Mohamed Chaaben, Asiye Baghbani, Nizar Bouguila, Zachary Patterson
2023	—	`conf`	Predicting Passenger Flow Using Graph Neural Networks with Scheduled Sampling on Bus Networks. ITSC Asiye Baghbani, Saeed Rahmani, Nizar Bouguila, Zachary Patterson
2023	C	`conf`	Semantic Segmentation Using Transfer Learning on Fisheye Images. ICMLA Sneha Paul, Zachary Patterson, Nizar Bouguila
2023	B	`conf`	Shifting Left for Early Detection of Machine-Learning Bugs. FM Ben Liblit, Linghui Luo, Alejandro Molina, Rajdeep Mukherjee, Zachary Patterson, Goran Piskachev, Martin Schäf, Omer Tripp, Willem Visser
2023	—	`—`	Soft Robotic Testbeds for Physics Simulator Validation, Closed Loop Control, and Comparative Biomechanics Zachary Patterson
2023	C	`conf`	TransGlow: Attention-augmented Transduction model based on Graph Neural Networks for Water Flow Forecasting. ICMLA Naghmeh Shafiee Roudbari, Charalambos Poullis, Zachary Patterson, Ursula Eicker
2023	J	`jnl`	TransGlow: Attention-augmented Transduction model based on Graph Neural Networks for Water Flow Forecasting. CoRR Naghmeh Shafiee Roudbari, Charalambos Poullis, Zachary Patterson, Ursula Eicker
2022	J	`jnl`	A Bayesian sampling framework for asymmetric generalized Gaussian mixture models learning. Neural Comput. Appl. Ravi Teja Vemuri, Muhammad Azam, Nizar Bouguila, Zachary Patterson
2022	—	`conf`	Bayesian Model and Feature Selection in Asymmetric Generalized Gaussian Mixtures. ICIT Ravi Teja Vemuri, Muhammad Azam, Nizar Bouguila, Zachary Patterson
2022	J	`jnl`	Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis. IEEE Trans. Intell. Transp. Syst. Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2022	J	`jnl`	Hierarchical Dirichlet and Pitman-Yor process mixtures of shifted-scaled Dirichlet distributions for proportional data modeling. Comput. Intell. Ali Baghdadi, Narges Manouchehri, Zachary Patterson, Wentao Fan, Nizar Bouguila
2022	—	`conf`	Improved Training for 3D Point Cloud Classification. S+SSPR Sneha Paul, Zachary Patterson, Nizar Bouguila
2022	—	`conf`	Simpler is better: Multilevel Abstraction with Graph Convolutional Recurrent Neural Network Cells for Traffic Prediction. SSCI Naghmeh Shafiee Roudbari, Zachary Patterson, Ursula Eicker, Charalambos Poullis
2022	J	`jnl`	Simpler is better: Multilevel Abstraction with Graph Convolutional Recurrent Neural Network Cells for Traffic Prediction. CoRR Naghmeh Shafiee Roudbari, Zachary Patterson, Ursula Eicker, Charalambos Poullis
2021	J	`jnl`	Multi-task Recurrent Neural Networks to Simultaneously Infer Mode and Purpose in GPS Trajectories. CoRR Ali Yazdizadeh, Arash Kalatian, Zachary Patterson, Bilal Farooq
2021	A*	`conf`	Numerical Simulation of an Untethered Omni-Directional Star-Shaped Swimming Robot. ICRA Xiaonan Huang, Weicheng Huang, Zachary Patterson, Zhijian Ren, Mohammad Khalid Jawed, Carmel Majidi
2020	J	`jnl`	A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2020	J	`jnl`	Composite Travel Generative Adversarial Networks for Tabular and Sequential Population Synthesis. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2020	J	`jnl`	Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. IEEE Trans. Intell. Transp. Syst. Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
2019	J	`jnl`	Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. CoRR Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
2019	J	`jnl`	Itinerum: The open smartphone travel survey platform. SoftwareX Zachary Patterson, Kyle Fitzsimmons, Stewart Jackson, Takeshi Mukai
2019	J	`jnl`	Perturbation Privacy for Sensitive Locations in Transit Data Publication: A Case Study of Montreal Trajet Surveys. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2019	J	`jnl`	Semi-supervised GANs to Infer Travel Modes in GPS Trajectories. CoRR Ali Yazdizadeh, Zachary Patterson, Bilal Farooq
2018	J	`jnl`	A Perspective on the Challenges and Opportunities for Privacy-Aware Big Transportation Data. CoRR Godwin Badu-Marfo, Bilal Farooq, Zachary Patterson
2018	J	`jnl`	Activity patterns mining in Wi-Fi access point logs. Comput. Environ. Urban Syst. Guilhem Poucin, Bilal Farooq, Zachary Patterson
2016	J	`jnl`	Testing block subdivision algorithms on block designs. J. Geogr. Syst. Natalie Wiseman, Zachary Patterson