Mohannad Z. Naser

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
From failure to fusion: A survey on learning from bad machine learning models.
Inf. Fusion
Mohannad Z. Naser
2025 J jnl
SPINEX-TimeSeries: Similarity-based predictions with explainable neighbors exploration for time series and forecasting problems.
Comput. Ind. Eng.
Ahmad Z. Naser, Mohannad Z. Naser
2025 J jnl
SPINEX-anomaly: similarity-based predictions with explainable neighbors exploration for anomaly and outlier detection.
J. Big Data
Mohannad Z. Naser, Ahmad Z. Naser
2025 J jnl
SPINEX-clustering: similarity-based predictions with explainable neighbors exploration for clustering problems.
Clust. Comput.
Mohannad Z. Naser, Ahmad Z. Naser
2025 J jnl
SPINEX-symbolic regression: similarity-based symbolic regression with explainable neighbors exploration.
J. Supercomput.
Mohannad Z. Naser, Ahmad Z. Naser
2025 J jnl
The firefighter algorithm for optimization problems.
Neural Comput. Appl.
Mohannad Z. Naser, Ahmad Z. Naser
2024 J jnl
A deep learning approach to detect diseases in pomegranate fruits via hybrid optimal attention capsule network.
Ecol. Informatics
P. Sajitha, A. Diana Andrushia, N. Anand, Mohannad Z. Naser, Eva Lubloy
2024 J jnl
A review on machine learning and deep learning image-based plant disease classification for industrial farming systems.
J. Ind. Inf. Integr.
P. Sajitha, A. Diana Andrushia, N. Anand, Mohannad Z. Naser
2024 J jnl
Causality and causal inference for engineers: Beyond correlation, regression, prediction and artificial intelligence.
WIREs Data. Mining. Knowl. Discov.
Mohannad Z. Naser
2024 J jnl
SPINEX: Similarity-based predictions with explainable neighbors exploration for regression and classification.
Appl. Soft Comput.
Mohannad Z. Naser, Mohammad Khaled al-Bashiti, Ahmad Z. Naser
2024 J jnl
The Firefighter Algorithm: A Hybrid Metaheuristic for Optimization Problems.
CoRR
Mohannad Z. Naser, Ahmad Z. Naser
2023 J jnl
Machine learning and model driven bayesian uncertainty quantification in suspended nonstructural systems.
Reliab. Eng. Syst. Saf.
Zhiyuan Qin, Mohannad Z. Naser
2023 J jnl
SPINEX: Similarity-based Predictions and Explainable Neighbors Exploration for Regression and Classification Tasks in Machine Learning.
CoRR
Mohannad Z. Naser, Mohammad Khaled al-Bashiti, Ahmad Z. Naser
2021 J jnl
Can past failures help identify vulnerable bridges to extreme events? A biomimetical machine learning approach.
Eng. Comput.
Mohannad Z. Naser
2020 J jnl
Concrete under fire: an assessment through intelligent pattern recognition.
Eng. Comput.
Mohannad Z. Naser, A. Seitllari
2019 J jnl
AI-based cognitive framework for evaluating response of concrete structures in extreme conditions.
Eng. Appl. Artif. Intell.
Mohannad Z. Naser