6 citations · 15 across the 6 of their papers we have counts for
6 papers
Engineering Reasoning and Instruction (ERI) Benchmark: A Large Taxonomy-driven Dataset for Foundation Models and Agents
MZ Naser, Ahmad Bani Awwad, Zoie McCreery +8
The Engineering Reasoning and Instruction (ERI) benchmark is a taxonomy-driven instruction dataset designed to train and evaluate engineering-capable large language models (LLMs) a…
SPINEX_ Symbolic Regression: Similarity-based Symbolic Regression with Explainable Neighbors Exploration
MZ Naser, Ahmed Z Naser
This article introduces a new symbolic regression algorithm based on the SPINEX (Similarity-based Predictions with Explainable Neighbors Exploration) family. This new algorithm (SP…
SPINEX-Clustering: Similarity-based Predictions with Explainable Neighbors Exploration for Clustering Problems
MZ Naser, Ahmed Naser
This paper presents a novel clustering algorithm from the SPINEX (Similarity-based Predictions with Explainable Neighbors Exploration) algorithmic family. The newly proposed cluste…
SPINEX: Similarity-based Predictions with Explainable Neighbors Exploration for Anomaly and Outlier Detection
MZ Naser, Ahmed Z Naser
This paper presents a novel anomaly and outlier detection algorithm from the SPINEX (Similarity-based Predictions with Explainable Neighbors Exploration) family. This algorithm lev…
The Firefighter Algorithm: A Hybrid Metaheuristic for Optimization Problems
M. Z. Naser, A. Z. Naser
This paper presents the Firefighter Optimization (FFO) algorithm as a new hybrid metaheuristic for optimization problems. This algorithm stems inspiration from the collaborative st…
SPINEX: Similarity-based Predictions and Explainable Neighbors Exploration for Regression and Classification Tasks in Machine Learning
M. Z. Naser, M. K. albashiti, A. Z. Naser
The field of machine learning (ML) has witnessed significant advancements in recent years. However, many existing algorithms lack interpretability and struggle with high-dimensiona…