Alaa Sagheer

King Faisal University — Saudi Arabia

Computer Science · Physical Sciences

15h-index1.8kcitations52works2.32yr avg
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Research Topics

Face and Expression Recognition(13), Neural Networks and Applications(11), Speech and Audio Processing(11), Quantum Information and Cryptography(7), Quantum Computing Algorithms and Architecture(6)

Publications52 total

PEGASUS-XL with saliency-guided scoring and long-input encoding for multi-document abstractive summarization
Scientific Reports·2025· 1 citedOpen Access
Emotion-Aware RoBERTa enhanced with emotion-specific attention and TF-IDF gating for fine-grained emotion recognition
Scientific Reports·2025· 12 citedOpen Access
Enhancing Robustness of Fruit and Vegetable Image Classification Against Adversarial Attacks Through Defensive Strategies
2025
AI-Powered Trade Forecasting: A Data-Driven Approach to Saudi Arabia’s Non-Oil Exports
Big Data and Cognitive Computing·2025Open Access
AI-Powered Trade Forecasting: A Data-Driven Approach to Saudi Arabia’s Non-Oil Exports
Preprints.org·2025Open Access
Neural network-based numerical analysis of some convection-diffusion-based initial boundary-value problems
AIP Advances·2024· 1 citedOpen Access
Toward Sustainable Farming: Implementing Artificial Intelligence to Predict Optimum Water and Energy Requirements for Sensor-Based Micro Irrigation Systems Powered by Solar PV
Agronomy·2023· 43 citedOpen Access
Deep LSTM-Based Transfer Learning Approach for Coherent Forecasts in Hierarchical Time Series
Sensors·2021· 32 citedOpen Access
A Cloud-Based IoT Platform for Precision Control of Soilless Greenhouse Cultivation
Sensors·2020· 74 citedOpen Access
Online Tuning of Hyperparameters in Deep LSTM for Time Series Applications
International journal of intelligent engineering and systems·2020· 22 citedOpen Access
Dysarthric Speech Recognition using Convolutional Recurrent Neural Networks
International journal of intelligent engineering and systems·2020· 20 citedOpen Access
Information security through controlled quantum teleportation networks
Digital Communications and Networks·2020· 15 citedOpen Access
A natural evolution optimization based deep learning algorithm for neurological disorder classification
Bio-Medical Materials and Engineering·2020· 7 cited
Unsupervised Pre-training of a Deep LSTM-based Stacked Autoencoder for Multivariate Time Series Forecasting Problems
Scientific Reports·2019· 339 citedOpen Access
A Novel Autonomous Perceptron Model for Pattern Classification Applications
Entropy·2019· 82 citedOpen Access
Time series forecasting of petroleum production using deep LSTM recurrent networks
Neurocomputing·2018· 902 cited
Autonomous Perceptron Neural Network Inspired from Quantum computing
arXiv (Cornell University)·2015Open Access
An autonomous competitive learning algorithm using quantum hamming neural networks
2015· 16 cited
Difference-Based Local Gradient Patterns for Image Representation
Lecture notes in computer science·2015· 5 cited
Dominant LBP Considering Pattern Type for Facial Image Representation
Lecture notes in computer science·2015
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Frequent Co-authors

Naoyuki Tsuruta(13), Hala Hamdoun(8), Saleh Aly(7), Rin-ichiro Taniguchi(7), Rin‐ichiro Taniguchi(6), Sakashi Maeda(6), Daisaku Arita(6), S. Maeda(5), Mohammed Zidan(4), N. Metwally(4), Nayouki Tsuruta(3), Mostafa Kotb(2), Maged Mohammed(2), Loay Hassan(2), 直之 鶴田(2), 倫一郎 谷口(2), サギール アラー(2), ナオユキ ツルタ(2), リンイチロウ タニグチ(2), Shimaa Saad(2)