Cover Image

Impact of Data Breadth and Depth on Performance of Siamese Neural Network Model: Experiments with Three Keystroke Dynamic Datasets

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wahab, Ahmed Anu, Hou, Daqing, Cheng, Nadia, Huntley, Parker, Devlen, Charles
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Keystroke Dynamics: Concepts, Techniques, and Applications
by: Shadman, Rashik, et al.
Published: (2023)

Mouse Dynamics Behavioral Biometrics: A Survey
by: Khan, Simon, et al.
Published: (2022)

IEEE BigData 2023 Keystroke Verification Challenge (KVC)
by: Stragapede, Giuseppe, et al.
Published: (2024)

Keystroke Dynamics Against Academic Dishonesty in the Age of LLMs
by: Kundu, Debnath, et al.
Published: (2024)

Growing a Neural Network in Breadth, Depth, and Time
by: Butkus, Eivinas, et al.
Published: (2026)

Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus
by: Zhang, Jinchang, et al.
Published: (2024)

Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network
by: Tapia, Juan, et al.
Published: (2024)

A Bidirectional Siamese Recurrent Neural Network for Accurate Gait Recognition Using Body Landmarks
by: Progga, Proma Hossain, et al.
Published: (2024)

In-Depth and In-Breadth: Pre-training Multimodal Language Models Customized for Comprehensive Chart Understanding
by: Fan, Wan-Cyuan, et al.
Published: (2025)

Interactive Instance Annotation with Siamese Networks
by: Xu, Xiang, et al.
Published: (2025)

Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion
by: Chen, Jiuhai, et al.
Published: (2024)

KVC-onGoing: Keystroke Verification Challenge
by: Stragapede, Giuseppe, et al.
Published: (2024)

ShapeGraFormer: GraFormer-Based Network for Hand-Object Reconstruction from a Single Depth Map
by: Aboukhadra, Ahmed Tawfik, et al.
Published: (2023)

SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution
by: Nian, Bingkun, et al.
Published: (2023)

OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?
by: Chen, Xuetian, et al.
Published: (2025)

Infrastructure-Centric World Models: Bridging Temporal Depth and Spatial Breadth for Roadside Perception
by: Meng, Siyuan, et al.
Published: (2026)

Establishing a Baseline for Gaze-driven Authentication Performance in VR: A Breadth-First Investigation on a Very Large Dataset
by: Lohr, Dillon, et al.
Published: (2024)

Breadth, Depth, and Flux of Course-Prerequisite Networks
by: Zuev, Konstantin, et al.
Published: (2025)

Optimally Deep Networks -- Adapting Model Depth to Datasets for Superior Efficiency
by: Tareen, Shaharyar Ahmed Khan, et al.
Published: (2025)

Asymmetrical Siamese Network for Point Clouds Normal Estimation
by: Jin, Wei, et al.
Published: (2024)

The Narrow Depth and Breadth of Corporate Responsible AI Research
by: Ahmed, Nur, et al.
Published: (2024)

TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models
by: Simão, Matheus, et al.
Published: (2024)

An experimental evaluation of Siamese Neural Networks for robot localization using omnidirectional imaging in indoor environments
by: Cabrera, J. J., et al.
Published: (2024)

Siamese Networks for Cat Re-Identification: Exploring Neural Models for Cat Instance Recognition
by: Trein, Tobias, et al.
Published: (2025)

A Siamese Network to Detect If Two Iris Images Are Monozygotic
by: Yuan, Yongle, et al.
Published: (2025)

Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
by: Wan, Zifu, et al.
Published: (2024)

Siamese Transformer Networks for Few-shot Image Classification
by: Jiang, Weihao, et al.
Published: (2024)

Deep Learning-Based Burned Area Mapping Using Bi-Temporal Siamese Networks and AlphaEarth Foundation Datasets
by: Seydi, Seyd Teymoor
Published: (2025)

A study on Deep Convolutional Neural Networks, Transfer Learning and Ensemble Model for Breast Cancer Detection
by: Ahad, Md Taimur, et al.
Published: (2024)

A Mamba-based Siamese Network for Remote Sensing Change Detection
by: Paranjape, Jay N., et al.
Published: (2024)

Exploring Simple Siamese Network for High-Resolution Video Quality Assessment
by: Shen, Guotao, et al.
Published: (2025)

Ensemble-Based Deepfake Detection using State-of-the-Art Models with Robust Cross-Dataset Generalisation
by: Wahab, Haroon, et al.
Published: (2025)

Development of Image Collection Method Using YOLO and Siamese Network
by: Shin, Chan Young, et al.
Published: (2024)

Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction
by: Sun, Liyan, et al.
Published: (2025)

Three-Dimensional Anatomical Data Generation Based on Artificial Neural Networks
by: Müller, Ann-Sophia, et al.
Published: (2025)

FGSGT: Saliency-Guided Siamese Network Tracker Based on Key Fine-Grained Feature Information for Thermal Infrared Target Tracking
by: Xiong, Ruoyan, et al.
Published: (2025)

Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background
by: Liu, Biyuan, et al.
Published: (2024)

Self-Supervised Siamese Autoencoders
by: Baier, Friederike, et al.
Published: (2023)

Lightweight Full-Convolutional Siamese Tracker
by: Li, Yunfeng, et al.
Published: (2023)

Similarity Matters: A Novel Depth-guided Network for Image Restoration and A New Dataset
by: He, Junyi, et al.
Published: (2025)