بحث بيانات أعضاء هيئة التدريس - جامعة الزقازيق

حسام رضا محمد عبدالمجيد هواش

الموقع الشخصى

حسام رضا محمد عبدالمجيد هواش

الكلية الحاسبات والمعلومات - القسم علوم الحاسب

الدرجات العلمية

بكالوريوس فى علوم الحاسب, -جامعة الزقازيق [2016]
ماجستير فى علوم الحاسب, -جامعة الزقازيق [2020]
(طرقة عالية الدقة لتحليل ودراسة الاآراء والمشاعر تجاه الجوانب المختلفة للكيان)

التدرج الوظيفى الأكاديمى

معيد : 24/1/2017
مدرس مساعد : 21/2/2021

الأبحاث العلمية

1 - Deep Learning Model for Fine-Grained Aspect-Based Opinion Mining (1441).

2 - ST-DeepHAR: Deep Learning Model for Human Activity Recognition in IoHT Applications (1441).

3 - Energy-Net: A Deep Learning Approach for Smart Energy Management in IoT-Based Smart Cities (1442).

4 - Semi-Supervised Spatiotemporal Deep Learning for Intrusions Detection in IoT Networks (1442).

5 - FSS-2019-nCov: A deep learning architecture for semi-supervised few-shot segmentation of COVID-19 infection (1442).

6 - Deep-IFS: Intrusion Detection Approach for Industrial Internet of Things Traffic in Fog Environment (1443).

7 - RCTE: A reliable and consistent temporal-ensembling framework for semi-supervised segmentation of COVID-19 lesions (1443).

8 - PV-Net: An innovative deep learning approach for efficient forecasting of short-term photovoltaic energy production (1442).

9 - Two-Stage Deep Learning Framework for Discrimination between COVID-19 and Community-Acquired Pneumonia from Chest CT scans (1443).

10 - Deep learning approaches for human centered IoT applications in smart indoor environments: a contemporary survey (1442).

11 - Privacy-Preserved Cyberattack Detection in Industrial Edge of Things (IEoT): A Blockchain-Orchestrated Federated Learning Approach (1443).

12 - H2HI-Net: A Dual-Branch Network for Recognizing Human-to-Human Interactions From Channel-State Information (1443).

13 - Multimodal Infant Brain Segmentation by Fuzzy-Informed Deep Learning (1442).

14 - Federated Threat-Hunting Approach for Microservice-Based Industrial Cyber-Physical System (1443).

15 - Federated Intrusion Detection in Blockchain-Based Smart Transportation Systems (1443).

16 - Deep Learning for Heterogeneous Human Activity Recognition in Complex IoT Applications (1442).

17 - Toward Privacy Preserving Federated Learning in Internet of Vehicular Things: Challenges and Future Directions (1443).

18 - Explainability of artificial intelligence methods, applications and challenges: A comprehensive survey (1444).

19 - STLF-Net: Two-stream deep network for short-term load forecasting in residential buildings (1443).

20 - Interval type-2 fuzzy temporal convolutional autoencoder for gait-based human identification and authentication (1443).

21 - Collaborative Screening of COVID-19-like Disease from Multi-Institutional Radiographs: A Federated Learning Approach (1444).

22 - Interpretable Deep Learning for Discriminating Pneumonia from Lung Ultrasounds (1444).

23 - Deep learning approaches for human-centered IoT applications in smart indoor environments: a contemporary survey (1442).

المجالات البحثية