eds
Datasets
All datasets matching “eds”pfnc-gst-haadf-stem-eds-tomography-b2-d3
PFNC GST HAADF-STEM/EDS Tomography — B2 VIRGIN and D3 SET
Summary
This release contains two limited-angle HAADF-STEM/EDS tomography acquisitions of cross-sectional Ge-Sb-Te phase-change-memory devices acquired at the Platform for Nanocharacterisation (PFNC), CEA Grenoble, on a Thermo Fisher Scientific Titan Themis operated at 200 kV with a four-detector Super-X EDS system.
B2 and D3 are internal CEA microscope sample identifiers. In this release, B2 is the VIRGIN… See the full description on the dataset page: https://huggingface.co/datasets/scitomo/pfnc-gst-haadf-stem-eds-tomography-b2-d3.GenAI-EdSent
📄 Associated Paper
Title: Unveiling User Perceptions in the Generative AI Era: A Sentiment-Driven Evaluation of AI Educational Apps' Role in Digital Transformation of E-Teaching
Authors: Adeleh Mazaheriyan (Islamic Azad University) & Erfan Nourbakhsh (University of Isfahan)
Abstract: This study performs a sentiment-driven evaluation of user reviews from 22 top AI ed-apps on the Google Play Store to assess efficacy, challenges, and pedagogical implications. Our pipeline leverages… See the full description on the dataset page: https://huggingface.co/datasets/Erfan-Nourbakhsh/GenAI-EdSent.electricity-demand
Electricity Demand Dataset
This dataset compiles and harmonizes multiple open smart meter datasets.
Curated by: Attila Balint
License: BSD 3-clause "New" or "Revised" licence
Uses
This smart meter dataset facilitates primarily electricity demand forecasting.
Dataset Structure
The dataset contains three main files.
data/demand.parquet
data/metadata.parquet
data/weather.parquet
data/demand.parquet
This file contains the electricity consumption… See the full description on the dataset page: https://huggingface.co/datasets/EDS-lab/electricity-demand.ToolMind
ToolMind: A Large-Scale, Reasoning-Enhanced Tool-Use Dataset
ToolMind is a large-scale, high-quality tool-agentic dataset with 160k synthetic data instances generated using over 20k tools and 200k augmented open-source data instances.
Our data synthesis pipeline first constructs a function graph based on parameter correlations and then uses a multi-agent framework to simulate realistic user–assistant–tool interactions.
Beyond trajectory-level validation, we employ fine-grained… See the full description on the dataset page: https://huggingface.co/datasets/edsealing-pai/ToolMind.fairxai-shap-eds-fraud-detection
🧠 FairXAI-FraudDetection
🚀 Overview
An end-to-end Explainable AI pipeline for credit card fraud detection that goes beyond prediction performance to evaluate fairness in both model decisions and explanations.
⚠️ Problem
Traditional fraud detection systems act as black boxes and measure fairness only at the prediction level (accuracy, F1).They fail to assess whether explanations are consistent across different customer groups.
💡 Contribution… See the full description on the dataset page: https://huggingface.co/datasets/mdsajjadullah/fairxai-shap-eds-fraud-detection.items_prompts_full_eds