รศ.ดร.อซีส นันทอมรพงศ์

Assoc. Prof. Dr.AZIZ NANTHAAMORNPHONG

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E-mail:

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Education

• 2014 Ph.D. (Computer Science) The University of Alabana At Birmingham, The United States of America

Publication

• Aziz Nantaamornphong. 2025. "Throughput analysis of optical NOMA waveform through RNN and CNN neural networks with 256-QAM". Journal of Optical Communications, 2025 (-) : 1-5
• Aziz Nantaamornphong. 2025. "A mathematical PAPR estimation of OTFS network using a machine learning SVM algorithm". Results in Optics, 21 (2025) : 1-9
• Aziz Nantaamornphong. 2025. "Deep Learning-Powered Precision: A CNN-Based Approach for Postharvest Classification of Indian Banana Varieties in Supermarket Supply Chains". Food Science and Technology, 13 (2) : 165-177
• Aziz Nantaamornphong. 2025. "Heart Disease Prediction Using Ensemble Methods, Genetic Algorithms, and Data Augmentation: A Preliminary Study". Journal of Robotics and Control (JRC), 6 (3) : 1092-1105
• Aziz Nantaamornphong. 2025. "Reducing PAPR in NOMA Waveforms Using Genetic-Enhanced PTS and SLM: A Low-Complexity Approach for Improved throughput, power spectral density, and Power Efficiency". Results in Engineering, 26 (2025) : 1-15
• Aziz Nantaamornphong. 2025. "Genetic algorithm-based PTS with CNN for PAPR and BER reduction in FBMC systems under fading channels". Ain Shams Engineering Journal, 16 (7) : 1-14
• Aziz Nantaamornphong. 2025. "Machine Learning-Based Image Pattern Recognition Using Histogram of Oriented Gradient for Islanding Detection". IEEE Access, 13 (-) : 74396-74416
• Aziz Nanthaamornphong. 2022. "The Impact of Peer Code Review on Software Maintainability in Open-Source Software: A Case Study". International Journal of Advanced Computer Science and Applications, 13 (12) : 954-965
• Aziz Nanthaamornphong. 2023. "An Exploratory Study on Code Smells During Code Review in OSS Projects: A Case Study on OpenStack and WikiMedia.". Recent Advances in Computer Science and Communications, 16 (7 Article number : e220223213896) : 20-33
• Aziz Nanthaamornphong. 2024. "Understanding Tourists’ Perception Toward Local Gourmet Consumption in the Creative City of Gastronomy: Factors Influencing Consumer Satisfaction and Behavioral Intentions". Journal of Quality Assurance in Hospitality & Tourism, - (-) : 1-29
• Aziz Nanthaamornphong. 2024. "Optimizing prevention strategies for PM2.5-related health risks in Nakhon Ratchasima". Environmental and Sustainability Indicators, 21 (-) : 100328-100328
• Aziz Nanthaamornphong. 2024. "Analysis of PAPR reduction of optical-OTFS for 256-QAM using companding and clipping–filtering algorithms ". Journal of Optical Communications, - (-) : 1-8
• Aziz Nanthaamornphong. 2023. "Green rush in Phuket: big-data evidence of cannabis commercialization in a tourism-centric area". Journal of Travel and Tourism Marketing, 40 (6) : 532-550
• Aziz Nanthaamornphong. 2023. "Evaluation of 5G techniques affecting the deployment of smart hospital infrastructure: Understanding 5G, AI and IoT role in smart hospital". Alexandria Engineering Journal, 83 (-) : 335-354
• Aziz Nanthaamornphong. 2024. "Analyzing electroencephalograph signals for early Alzheimer’s disease detection: deep learning vs. traditional machine learning approaches". International Journal of Electrical and Computer Engineering , 14 (3) : 2602-2615
• Aziz Nanthaamornphong. 2024. "A mathematical analysis of teleoperator optimization using multiple sensors". Journal of Interdisciplinary Mathematics, 27 (2) : 201-209
• Aziz Nanthaamornphong. 2024. "Implementation of the deep learning method for signal detection in massive-MIMO-NOMA systems". Heliyon, 10 (3) : e25374-e25374
• Aziz Nanthaamornphong. 2023. "Application of IoT network for marine wildlife surveillance". Open Physics, 21 (Article number : 20230160) : 1-27
• Aziz Nanthaamornphong. 2023. "Analysis of 256-QAM optical OFDM-NOMA signal detection using beam forming". Journal of Optical Communications, - (-) : 1-9
• Aziz Nanthaamornphong. 2023. "Energy-Efficient Deep Neural Networks for EEG Signal Noise Reduction in Next-Generation Green Wireless Networks and Industrial IoT Applications". Symmetry, 15 (12 Article number : 2129) : 1-23
• Aziz Nanthaamornphong. 2024. "Intelligent Signal Identification of NOMA Signal with 256-QAM Modulation Using SVM Algorithm". INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, 12 (13s) : 257-264
• Aziz Nanthaamornphong. 2024. "Analyzing the role of spectrum sensing for security enhancement in beyond 5G waveforms using energy detection". Journal of Discrete Mathematical Sciences & Cryptography, 27 (2-A) : 215-222
• Aziz Nanthaamornphong. 2023. "Reducing the PAPR of OTFS Modulation Using Hybrid PAPR Algorithms". Wireless Personal Communications, 133 (4) : 2503-2523
• Aziz Nanthaamornphong. 2024. "Enhancing the power amplifier performance of an optical-OTFS modulation for optical communication system". Journal of Optical Communications, 1 (1) : 1-7
• Aziz Nanthaamornphong. 2024. "Performance Evaluation of 5G New Radio Physical Uplink Channels with LDPC and Polar Coding on AWGN Channels". International Journal of INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, 12 (16) : 698-701
• Aziz Nanthaamornphong. 2024. "A mathematical analysis of the PAPR in the NOMA waveform using SLM algorithm for 64-QAM". Journal of Interdisciplinary Mathematics, 27 (2) : 223-232
• Aziz Nanthaamornphong. 2024. "Improving the latency for 5G/B5G based smart healthcare connectivity in rural area". Scientific Reports, 14 (1) : 1-13
• Aziz Nanthaamornphong. 2024. "Integrated Research on Coexistence of mm-Wave Radar Communication and Dense Multi-Access Point Environments: A Testbed Controller Approach". International Journal of INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, 12 (19s) : 479-484
• Aziz Nanthaamornphong. 2024. "SPSO-EFVM: A Particle Swarm Optimization-Based Ensemble Fusion Voting Model for Sentence-Level Sentiment Analysis". IEEE Access, 12 (-) : 23707-23724
• Aziz Nanthaamornphong. 2024. "LSTMCNN: A hybrid machine learning model to unmask fake news". Heliyon, 10 (3) : e25244-e25244
• Aziz Nanthaamornphong. 2024. "A hybrid detection algorithm for 5G OTFS waveform for 64 and 256 QAM with Rayleigh and Rician channels". Open Engineering, 14 (1) : 1-10
• Aziz Nanthaamornphong. 2024. "Exploring PTS method in MIMO advanced waveforms signal for 5G network security analysis". Journal of Discrete Mathematical Sciences & Cryptography, 27 (2-A) : 261-268
• Aziz Nanthaamornphong. 2024. "Ad hoc wireless network implementing BEE-LEACH". International Journal of Electrical and Computer Engineering, 14 (3) : 2945-2954
• Aziz Nanthaamornphong. 2024. "PAPR analysis in OTFS using the centre phase sequence matrix based PTS method". Results in Optics, 15 (100664) : 1-8
• Aziz Nanthaamornphong. 2024. "Reducing peak-to-average power ratio of filtered non-orthogonal multiple access and new radio 5g waveforms using hybrid partial transmit sequence-companding technique". ETRI Journal, 2024 (-) : 1-11
• Aziz Nanthaamornphong. 2024. "Enhancing oral squamous cell carcinoma detection: a novel approach using improved EfficientNet architecture". BMC Oral Health, 24 (Article number : 601) : 1-14
• Aziz Nanthaamornphong. 2024. "Optimizing PAPR, BER, and PSD Efficiency: Using Phase Factors Generated by Bacteria Foraging Algorithm for PTS and SLM Methods". IEEE Access, 12 (-) : 54964-54977
• Aziz Nanthaamornphong. 2024. "Implementation of companding scheme for performance enhancement of optical OFDM structure". Journal of Optical Communications, 2024 (-) : 1-8
• Aziz Nanthaamornphong. 2024. "Hybrid Approaches to PAPR, BER, and PSD Optimization in 6G OTFS: Implications for Healthcare". Journal of Communications and Networks, 26 (3) : 308-320
• Aziz Nanthaamornphong. 2024. "Implementing green optical waveform system using hybrid cognitive methods for QAM transmission scheme". Journal of Optical Communications, 2004 (0) : 1-7
• Aziz Nanthaamornphong. 2024. "Exploring and analyzing the role of hybrid spectrum sensing methods in 6G-based smart health care applications". F1000Research, 13 (-) : 1-23
• Aziz Nanthaamornphong. 2024. "Analytical Validation and Integration of CIC-Bell-DNS-EXF-2021 Dataset on Security Information and Event Management". IEEE Access, 12 (-) : 83043-83056
• Aziz Nanthaamornphong. 2024. "Replay Attack Detection Using Integrated Glottal Excitation Based Group Delay Function and Cepstral Features". Symmetry, 16 (7) : 1-26
• Aziz Nanthaamornphong. 2024. "Machine learning RNNs, SVM and NN Algorithm for Massive-MIMO-OTFS 6G Waveform with Rician and Rayleigh channel ". Egyptian Informatics Journal, 27 (Article number : 100531) : 1-11
• Aziz Nanthaamornphong. 2024. "Enhancing the signal efficiency and PAPR performance of FBMC waveform in optical communication". Journal of Optical Communications, 2024 (-) : 1-7
• Aziz Nanthaamornphong. 2024. "Lowering the PAPR of the optical OTFS-based 6G radio with a hybrid PTS-PSO genetic approach". Discover Applied Sciences, 6 (11 Article number : 574) : 1-13
• Aziz Nanthaamornphong. 2024. "Advancements and Challenges in the Image-Based Diagnosis of Lung and Colon Cancer: A Comprehensive Review". Cancer Informatics, 23 (-) : 1-22
• Aziz Nanthaamornphong. 2024. "Wireless optimization for sensor networks using IoT-based clustering and routing algorithms". PeerJ Computer Science, 10 (Article number : e2132) : 1-20
• Aziz Nanthaamornphong. 2024. "Enhancing Security in Real-Time Video Surveillance: A Deep Learning-Based Remedial Approach for Adversarial Attack Mitigation". IEEE Access, 12 (-) : 88913-88926
• Aziz Nanthaamornphong. 2024. "PAPR reduction of OTFS using an automatic amplitude reduction neural network with vendermonde matrix-based PTS and SLM algorithms". Eurasip Journal on Wireless Communications and Networking, 2024 (Article number : 84) : 1-18
• Aziz Nanthaamornphong. 2024. "Reducing peak to average power ratio in optical NOMA based 5G system using advanced SLM method". Optical and Quantum Electronics, 56 (Article number : 1620) : 1-13
• Aziz Nanthaamornphong. 2024. "REDUCING PAPR IN OTFS 6G WAVEFORMS USING PARTICLE SWARM OPTIMIZATION-BASED PTS AND SLM TECHNIQUES WITH 64, 256, AND 512 SUB-CARRIERS IN RICIAN AND RAYLEIGH CHANNELS". Fractals, 2024 (Article number : 2540018) : 1-16
• Aziz Nanthaamornphong. 2024. "Development of automatic CNC machine with versatile applications in art, design, and engineering". Array, 24 (Article number : 100369) : 1-7
• Aziz Nanthaamornphong. 2024. "Polycystic Ovarian Syndrome (PCOS) Detection Through Deep Learning". International Journal of Engineering Trends and Technology , 72 (10) : 159-170
• Aziz Nanthaamornphong. 2024. "Integrating optical communication in MIMO-OTFS using hybrid signal detection methods: analyzing the throughput and spectrum". Journal of Optical Communications , 2024 (-) : 1-7
• Aziz Nanthaamornphong. 2024. "Paddy Leaf Disease Classification Using EfficientNet B4 With Compound Scaling and Swish Activation: A Deep Learning Approach.". IEEE Access, 12 (-) : 126426-126437
• Aziz Nanthaamornphong. 2024. "Transformative insights: Image-based breast cancer detection and severity assessment through advanced AI techniques". Journal of Intelligent Systems, 33 (Article number : 20240172) : 1-25
• Aziz Nantaamornphong. 2025. "Open-Circuit Fault Diagnosis in 3? V/F-Controlled VSIs Under Variable Load Conditions at Different Frequencies Using Park’s Vector Normalization and Extreme Gradient Boosting". Processes, 13 (5) : 1-23
• Aziz Nantaamornphong. 2025. "Design and analysis of optical MIMO communications for 256-QAM for recon holographic surfaces". Journal of Optical Communications, - (-) : 1-8
• Aziz Nantaamornphong. 2025. "Investigation of the satellite internet of things and reinforcement learning via complex software defined network modeling". International Journal of Electrical and Computer Engineering, 15 (3) : 3506-3518
• Aziz Nanthaamornphong. 2024. "ENHANCING OTFS MODULATION FOR 6G THROUGH HYBRID PAPR REDUCTION TECHNIQUE FOR DIFFERENT SUB-CARRIERS". Fractals, 2024 (Article number : 2540014) : 1-22
• Aziz Nanthaamornphong. 2024. "Bio-Inspired Object Detection and Tracking in Aerial Images: Harnessing Northern Goshawk Optimization". IEEE Access, 12 (-) : 174028-174040
• Aziz Nanthaamornphong. 2025. "A phase factor generation using RNNs deep learning algorithm-based PTS method for PAPR reduction of beyond 5G FBMC waveform". Alexandria Engineering Journal, 110 (-) : 468-478
• Aziz Nanthaamornphong. 2024. "FRACTAL PEAK POWER ANALYSIS ON NOMA WAVEFORMS USING THE PTS METHOD FOR DIFFERENT SUB-CARRIERS: APPLICATIONS IN 5G AND BEYOND". Fractals, 2024 (Article number : 2540017) : 1-11
• Aziz Nanthaamornphong. 2024. "PEAK TO AVERAGE POWER COMPUTING AND OPTIMIZATION OF OPTICAL OTFS 5G WAVEFORM USING HYBRID FRACTAL-BASED SIGNAL PROCESSING ALGORITHM". Fractals, 2024 (Article number : 2540040) : 1-13
• Aziz Nanthaamornphong. 2024. "Signal detection of M-MIMO-orthogonal time frequency space modulation using hybrid algorithms: ZFE + MMSE and ZFE + MF". Results in Engineering, 24 (Article number :103311) : 1-15
• Aziz Nanthaamornphong. 2024. "A BACTERIA FORAGING ALGORITHM-BASED HYBRID A-LAW AND PTS PAPR REDUCTION METHOD FOR BEYOND 5G WAVEFORM". Fractals, 2024 (Article number : 2540004) : 1-20
• Aziz Nanthaamornphong. 2024. "Enhanced Parkinson’s Disease Diagnosis via MRI Analysis: Integrating Deep Features From DenseNet201 With Neural Network Techniques". Applied Computational Intelligence and Soft Computing, 2024 (Article number : 5582371) : 1-13
• Aziz Nanthaamornphong. 2024. "Advancements in Deep Learning for Automated Diagnosis of Ophthalmic Diseases: A Comprehensive Review". IEEE Access, 12 (-) : 171221-171240
• Aziz Nanthaamornphong. 2024. "Enhancing satellite networks with deep reinforcement learning: A focus on IoT connectivity and dynamic resource management". Results in Optics, 18 (-) : 1-10
• Aziz Nantaamornphong Nantaamomphong. 2025. "PAPR reduction using model-driven hybrid algorithms in the 6G NOMA waveform". Internet Technology Letters, 7 (6) : 1-6
• Aziz Nanthaamornphong. 2024. "Bi-LSTM Based Deep Learning Algorithm for NOMA-MIMO Signal Detection System". National Academy Science Letters , - (-) : 1-4
• Aziz Nanthaamornphong. 2024. "Maximizing steel slice defect detection: Integrating ResNet101 deep features with SVM via Bayesian optimization". Systems and Soft Computing, 6 (-) : 1-12
• Aziz Nantaamornphong. 2025. "A Beyond 5G OTFS Waveform Radio for Smart Hospital: PAPR Reduction in OTFS Using the Cuckoo Search–Based PTS Method". Journal of Electrical and Computer Engineering, 2025 (1) : 1-17
• Aziz Nantaamornphong Nantaamomphong. 2025. "Lowering the PAPR by using the PTS method for high-speed optical OTFS systems". Journal of Optical Communications, 2025 (-) : 1-7
• Aziz Nantaamornphong Nantaamomphong. 2025. "Analysis of 6G and B5G waveforms using hybrid MF-ED and ECG-ED spectrum sensing techniques". Automatika, 66 (2) : 133-153
• Aziz Nantaamornphong Nantaamomphong. 2025. "A SIC and ML approach for MIMO non-orthogonal multiple access signal detection". Results in Optics, 18 (-) : 1-9
• Aziz Nantaamornphong Nantaamomphong. 2025. "Enhancing paddy leaf disease diagnosis -a hybrid CNN model using simulated thermal imaging". Smart Agricultural Technology, 10 (-) : 1-15
• Aziz Nanthaamornphong. 2025. "Analysis of PAPR reduction algorithms for optical OFDM 5G radio waveform system for visible light communication". Journal of Optical Communications, 2025 (-) : 1-4
• Aziz Nantaamornphong. 2025. "Open Switch Fault Diagnosis in Three-Phase Voltage Source Inverters Using Single Neuron Implementation". Processes, 13 (4) : 1-18
• Aziz Nantaamornphong. 2025. "Integrating 6G technology in smart hospitals: challenges and opportunities for enhanced healthcare services". Frontiers in Medicine, 12 (2025) : 1-30
• Aziz Nanthaamornphong. 2025. "Analysis of software-defined radio for optical networking". Journal of Optical Communications, 2025 (-) : 1-9
• Aziz Nantaamornphong. 2025. "Hybrid Spectrum Sensing Using Neural Network–Based MF and ED for Enhanced Detection in Rayleigh Channel". Journal of Electrical and Computer Engineering, 2025 (-) : 1-15
• Aziz Nantaamornphong. 2025. "Hybrid signal algorithm detection in NOMA 5G waveform: Transforming smart healthcare connectivity by reducing latency". Egyptian Informatics Journal, 30 (2025) : 1-10
• Aziz Nantaamornphong. 2025. "Ocular Disease Detection Using Fundus Images: A Hybrid Approach of Grad-CAM and Multiscale Preprocessing With VGG16 Deep Features and Fine KNN Classification". Applied Computational Intelligence and Soft Computing, 2025 (-) : 1-18
• Aziz Nantaamornphong. 2025. "Optimized Neuro-Adaptive Twin Pulse-Coupled Estimators for Efficient Channel Estimation in Heterogeneous 5G MIMO-OFDM Communication Systems". Internet Technology Letters, 8 (3) : 1-6
• Aziz Nantaamornphong. 2025. "Optimization of PID Controllers Using Groupers and Moray Eels Optimization with Dual-Stream Multi-Dependency Graph Neural Networks for Enhanced Dynamic Performance". Energies, 18 (2025) : 1-23
• Aziz Nantaamornphong. 2025. "Physical layer analysis of optical MIMO NOMA waveform for 64-QAM in visible light communications". Journal of Optical Communications, - (2025) : 1-7
• Aziz Nantaamornphong. 2025. "Natural fabric wearable high isolation fractal MIMO antenna for wireless communication and 5G uses". Discover Applied Sciences, 7 (2025) : 1-19
• Aziz Nantaamornphong. 2025. "Analyzing Emotional Experiences Through UGC: Insights from Bali and Phuket". Journal of Quality Assurance in Hospitality & Tourism, - (-) : 1-29
• Aziz Nantaamornphong. 2025. "Reducing the Peak to Average Power Ratio in Optical NOMA Waveform Using Airy-Special Function based PTS Algorithm". Infocommunications Journal, 17 (1) : 11-18

Interest