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ORCIDMuhammad Saadi
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Journal Articles
- 2023
[j21]Ogobuchi Daniel Okey
, Dick Carrillo Melgarejo, Muhammad Saadi, Renata Lopes Rosa, João Henrique Kleinschmidt, Demóstenes Zegarra Rodríguez:
Transfer Learning Approach to IDS on Cloud IoT Devices Using Optimized CNN. IEEE Access 11: 1023-1038 (2023)- [j20]Abdul Basit, Waqas Tariq Toor, Muhammad Saadi, Naeem Maroof, Saqib Ali Khan, Sattam Al Otaibi:
Reversible encryption and lossless data hiding for medical imaging aiding smart health care. Clust. Comput. 26(5): 2977-2991 (2023) - [j19]Rodrigo Carvalho Barbosa, Ogobuchi Daniel Okey, Omole Oluwatoyin Joy, Muhammad Saadi, Renata Lopes Rosa, Sattam Al Otaibi, Demóstenes Zegarra Rodríguez:
IoT based real-time traffic monitoring system using images sensors by sparse deep learning algorithm. Comput. Commun. 210: 321-330 (2023) - [j18]David Augusto Ribeiro, Dick Carrillo Melgarejo, Muhammad Saadi, Renata Lopes Rosa, Demóstenes Zegarra Rodríguez:
A novel deep deterministic policy gradient model applied to intelligent transportation system security problems in 5G and 6G network scenarios. Phys. Commun. 56: 101938 (2023) - [j17]Ratchatin Chancharoen, Kantawatchr Chaiprabha, Lunchakorn Wuttisittikulkij, Widhyakorn Asdornwised, Muhammad Saadi, Gridsada Phanomchoeng:
Digital Twin for a Collaborative Painting Robot. Sensors 23(1): 17 (2023) - [j16]Marcelo Rodrigo dos Santos, Andreza Patrícia Batista, Renata Lopes Rosa, Muhammad Saadi, Dick Carrillo Melgarejo, Demóstenes Zegarra Rodríguez:
AsQM: Audio Streaming Quality Metric Based on Network Impairments and User Preferences. IEEE Trans. Consumer Electron. 69(3): 408-420 (2023) - [j15]Arthur A. M. Teodoro, Douglas Henrique Silva, Muhammad Saadi, Ogobuchi Daniel Okey, Renata Lopes Rosa, Sattam Al Otaibi, Demóstenes Z. Rodríguez:
An Analysis of Image Features Extracted by CNNs to Design Classification Models for COVID-19 and Non-COVID-19. J. Signal Process. Syst. 95(2-3): 101-113 (2023) - [j14]Arthur A. M. Teodoro, Douglas Henrique Silva, Renata Lopes Rosa, Muhammad Saadi, Lunchakorn Wuttisittikulkij, Rao Asad Mumtaz, Demóstenes Z. Rodríguez:
A Skin Cancer Classification Approach using GAN and RoI-Based Attention Mechanism. J. Signal Process. Syst. 95(2-3): 211-224 (2023) - 2022
- [j13]Robson V. Mendonça, Juan E. Casavílca Silva, Renata Lopes Rosa, Muhammad Saadi, Demóstenes Zegarra Rodríguez, Ahmed Farouk:
A lightweight intelligent intrusion detection system for industrial internet of things using deep learning algorithms. Expert Syst. J. Knowl. Eng. 39(5) (2022) - [j12]Iqra Manzoor, Sadia Murawwat, Muhammad Majid Gulzar, Ahlam Jameel, Muhammad Saadi:
Secure indoor traffic modeling in long-term evolution femtocell networks using efficient Markov decision process. Trans. Emerg. Telecommun. Technol. 33(6) (2022) - [j11]Waqas Tariq Toor, Abdul Basit, Naeem Maroof, Saqib Ali Khan, Muhammad Saadi:
Evolution of random access process: From Legacy networks to 5G and beyond. Trans. Emerg. Telecommun. Technol. 33(6) (2022) - [j10]Ogobuchi Daniel Okey, Samuel Terra Vieira, Muhammad Saadi, Renata Lopes Rosa, Demóstenes Zegarra Rodríguez:
Intelligent network planning tool for location optimization of unmanned aerial vehicle base stations using geographical images. J. Electronic Imaging 31(6) (2022) - [j9]Douglas Henrique Silva, Erick Galani Maziero, Muhammad Saadi, Renata Lopes Rosa, Juan E. Casavílca Silva, Demóstenes Z. Rodríguez, Kostromitin Konstantin Igorevich:
Big data analytics for critical information classification in online social networks using classifier chains. Peer-to-Peer Netw. Appl. 15(1): 626-641 (2022) - [j8]Ogobuchi Daniel Okey, Siti Sarah Maidin, Pablo Adasme, Renata Lopes Rosa, Muhammad Saadi, Dick Carrillo Melgarejo, Demóstenes Zegarra Rodríguez:
BoostedEnML: Efficient Technique for Detecting Cyberattacks in IoT Systems Using Boosted Ensemble Machine Learning. Sensors 22(19): 7409 (2022) - [j7]Juan E. Casavílca Silva, Muhammad Saadi, Lunchakorn Wuttisittikulkij, Davi Militani, Renata Lopes Rosa, Demóstenes Zegarra Rodríguez, Sattam Al Otaibi:
Light-Field Imaging Reconstruction Using Deep Learning Enabling Intelligent Autonomous Transportation System. IEEE Trans. Intell. Transp. Syst. 23(2): 1587-1595 (2022) - [j6]Arthur A. M. Teodoro, Otávio S. M. Gomes, Muhammad Saadi, Bruno A. Silva, Renata Lopes Rosa, Demóstenes Z. Rodríguez:
An FPGA-Based Performance Evaluation of Artificial Neural Network Architecture Algorithm for IoT. Wirel. Pers. Commun. 127(2): 1085-1116 (2022) - 2021
- [j5]Robson V. Mendonça, Arthur A. M. Teodoro, Renata Lopes Rosa, Muhammad Saadi, Dick Carrillo Melgarejo, Pedro H. J. Nardelli, Demóstenes Z. Rodríguez:
Intrusion Detection System Based on Fast Hierarchical Deep Convolutional Neural Network. IEEE Access 9: 61024-61034 (2021) - [j4]Samuel Terra Vieira, Renata Lopes Rosa, Demóstenes Zegarra Rodríguez, Miguel Arjona Ramírez, Muhammad Saadi, Lunchakorn Wuttisittikulkij:
Q-Meter: Quality Monitoring System for Telecommunication Services Based on Sentiment Analysis Using Deep Learning. Sensors 21(5): 1880 (2021) - 2019
- [j3]Muhammad Saadi, Touqeer Ahmad, M. Kamran Saleem, Lunchakorn Wuttisittikulkij:
Visible light communication - An architectural perspective on the applications and data rate improvement strategies. Trans. Emerg. Telecommun. Technol. 30(2) (2019) - [j2]Muhammad Saadi, Zeeshan Saeed, Touqeer Ahmad, M. Kamran Saleem, Lunchakorn Wuttisittikulkij:
Visible light-based indoor localization using k-means clustering and linear regression. Trans. Emerg. Telecommun. Technol. 30(2) (2019) - [j1]Abdul Basit, Saqib Ali Khan, Waqas Tariq Toor, Naeem Maroof, Muhammad Saadi, Atif Ali Khan:
A Novel Dissimilarity of Activity Biomarker and Functional Connectivity Analysis for the Epilepsy Diagnosis. Symmetry 11(8): 979 (2019)
Conference and Workshop Papers
- 2024
- [c7]Stefania E. Iza Da Silva, Demóstenes Zegarra Rodríguez, Renata Lopes Rosa, Pablo Adasme, Muhammad Saadi:
AI/ML-Enhanced Security Monitoring for 5G-Enabled Big Data Sensor Networks. SoftCOM 2024: 1-6 - [c6]Adilson Torres, Renata Lopes Rosa, Demóstenes Z. Rodríguez, Muhammad Saadi:
Advancing Neural Speech Codecs: Integrating Psychoacoustic Models for Enhanced Speech Quality. SoftCOM 2024: 1-6 - [c5]Okwudili Mathew Ugochukwu, Muhammad Shoaib Ayub, Pablo Adasme, Renata Lopes Rosa, Demóstenes Zegarra Rodríguez, Muhammad Saadi, Frederico Gadelha Guimaraes:
Adaptive Resource Management in Software-Defined Networks for IoT Ecosystems. SoftCOM 2024: 1-6 - 2023
- [c4]Alexandre Ladeira de Sousa, Ogobuchi Daniel Okey, Renata Lopes Rosa, Muhammad Saadi, Demóstenes Zegarra Rodríguez:
A Novel Resource Allocation in Software-Defined Networks for IoT Application. SoftCOM 2023: 1-5 - [c3]Alexandre Ladeira de Sousa, Ogobuchi Daniel Okey, Renata Lopes Rosa, Muhammad Saadi, Demóstenes Zegarra Rodríguez:
Unified Approach to Video-Based AI Inference Tasks in Augmented Reality Systems Assisted by Mobile Edge Computing. SoftCOM 2023: 1-5 - 2019
- [c2]Narenrit Tepkasetkul, Thanachai Kittichokwattana, Nanath Rattanarueang, Muhammad Saadi, Alongkorn Pimpin, Gridsada Phanomchoeng:
Exploring the Best Environmental Conditions for the Growth of Butterhead Lettuce in a Closed System. CIS/RAM 2019: 251-256 - 2016
- [c1]Muhammad Saadi, Touqeer Ahmad, Yan Zhao, Lunchakorn Wuttisittikulkij:
An LED Based Indoor Localization System Using k-Means Clustering. ICMLA 2016: 246-252
Informal and Other Publications
- 2023
- [i1]Marcelo Rodrigo dos Santos, Andreza Patrícia Batista, Renata Lopes Rosa, Muhammad Saadi, Dick Carrillo Melgarejo, Demóstenes Zegarra Rodríguez:
AsQM: Audio streaming Quality Metric based on Network Impairments and User Preferences. CoRR abs/2309.15186 (2023)
Coauthor Index
aka: Demóstenes Z. Rodríguez
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