RESEARCHER PROFILE
Assef Jafar
← Back to Higher Institute for Applied Sciences and Technology
A
Higher Institute for Applied Sciences and Technology
Assef Jafar works in Speech and Audio Processing, Speech Recognition and Synthesis, Music and Audio Processing, Advanced Neural Network Applications, AI in cancer detection. Recorded institutional associations include Syrian Private University, Higher Institute for Applied Sciences and Technology.
37Publications
664Citations
9H-index
Inclusion identifies researchers whose recorded research contributions may inform their university’s understanding of its research community. It does not rank individual research quality or establish current employment.
Selected research works
Up to 100 highly cited works; DOI links open the original research. Counts reflect the collected record, not real-time citation totals.
A novel deep multi-criteria collaborative filtering model for recommendation system
2019 · 250 citationsImage captioning model using attention and object features to mimic human image understanding
2022 · 115 citationsImproving the Performance of Machine Learning‐Based Network Intrusion Detection Systems on the UNSW‐NB15 Dataset
2021 · 95 citationsA comparative study on predicting influenza outbreaks using different feature spaces: application of influenza-like illness data from Early Warning Alert and Response System in Syria
2020 · 51 citationsExample-dependent cost-sensitive credit cards fraud detection using SMOTE and Bayes minimum risk
2020 · 45 citationsMulti-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization
2020 · 39 citationsLevantine hate speech detection in twitter
2022 · 16 citationsCorrection to: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization
2020 · 12 citationsUsing parallel pre-trained types of DCNN model to predict breast cancer with color normalization
2022 · 10 citationsPre-trained CNNs as Feature-Extraction Modules for Image Captioning
2022 · 9 citationsAn Improved Path Planning Algorithm for Indoor Mobile Robots in Partially-Known Environments
2023 · 5 citationsCorrection to: Example‑dependent cost‑sensitive credit cards fraud detection using SMOTE and Bayes minimum risk
2020 · 5 citationsAnalytical Algorithm for Attitude and Heading Estimation Aided by Maneuver Classification
2019 · 3 citationsForward geometric model prediction of a 6-RSU parallel manipulator using a modified NARX Bayesian neural network
2024 · 2 citationsBuilding a Real-Time 2D Lidar Using Deep Learning
2021 · 2 citationsEnhancing Synthesized Speech Detection Using Modified Group Delay and Self-Supervised Compact Convolutional Transformer
2026 · 1 citationsStudy of the Performance of CEEMDAN in Underdetermined Speech Separation
2024 · 1 citationsImproving Deep Attractor Network by BGRU and GMM for Speech Separation
2023 · 1 citationsTowards Solving Cocktail-Party: The First Method to Build a Realistic Dataset with Ground Truths for Speech Separation
2023 · 1 citationsTarget Localization from a UAV Using 3D Terrain Engine
2016 · 1 citationsContext-Aware Web Attack Detection in Open-Source SIEM Systems via MITRE ATT&CK-Enriched Behavioral Profiling
2026 · 0 citationsFrom Speech to Underwater Acoustics: A Transfer Learning Framework for Real-Time Passive Diver Detection Using Keyword Spotting Models
2026 · 0 citationsDA-ICL: Distribution-Aware In-Context Learning for Arabic Automatic Speech Recognition Error Correction
2026 · 0 citationsBenchmarking the First Realistic Dataset for Speech Separation
2025 · 0 citationsEnhancing speech separation performance utilizing various wavelet coefficients
2025 · 0 citations