Search Publications

Sethy, P. K., Korada, L., Behera, S. K., Shirole, A., Amat, R., & Nanthaamornphong, A. (2024). Maximizing steel slice defect detection: Integrating ResNet101 deep features with SVM via Bayesian optimization. Systems and Soft Computing, 6, 200170. 

Link    12/ 2024

Noppon Lertchuwongsa and Komsan Kanjanasit, "A Novel Trans-Dataset Ensemble Architecture for Sign Language Recognition," Journal of Advances in Information Technology, Vol. 15, No. 12, pp. 1315-1328, 2024.

Link    12/ 2024

N. Lertchuwongsa and K. Kanjanasit, "A Novel Trans-Dataset Ensemble Architecture for Sign Language Recognition," Journal of Advances in Information Technology, Vol. 15, No. 12, pp. 1315-1328, 2024.

Link    12/ 2024

Kumari, J., Behera, S. K., Sethy, P. K., & Nanthaamornphong, A. (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(1), Article 5582371.

Link    12/ 2024

N. Rattanavipanon, J. Suaboot, W. Werapun, "A Toolchain for Assisting Migration of Software Executables Towards Post-Quantum Cryptography," IEEE Access, Vol. 13, 2024, pp.4368 - 4380. (ISSN 2169-3536; ISI-SCIE; Scopus Q1-tier 1)

Link    12/ 2024

N. Rattanavipanon, J. Suaboot, and W. Werapun. "A Toolchain for Assisting Migration of Software Executables Towards Post-Quantum Cryptography." IEEE Access (2024).

Link    12/ 2024

Apichat Heednacram, Thitinan Kliangsuwan, Warodom Werapun, “Implementation of Four Machine Learning Algorithms for Forecasting Stock’s Low and High Prices”, Neural Computing and Applications, vol. 36, issue 31, pp. 19323-19336, November, 2024. https://doi.org/10.1007/s00521-024-10247-6 (ISSN 0941-0643, E-ISSN 1433-3058, Scopus-Q1, ISI-Q2, SCIE, Impact Factor 2023: 4.5)

11/ 2024

Kumar, A., Gaur, N., & Nanthaamornphong, A. (2024). Signal detection of M-MIMO-orthogonal time frequency space modulation using hybrid algorithms: ZFE + MMSE and ZFE + MF. Results in Engineering, 24, 103311. doi:10.1016/j.rineng.2024.103311

Link    11/ 2024

Kumar, A., Gaur, N., & Nanthaamornphong, A. (2024). Bi-LSTM based deep learning algorithm for NOMA-MIMO signal detection system. National Academy Science Letters.

Link    11/ 2024

Nanthaamornphong, A., Kumar, A., Maashi, M., Maray, M., Ebad, S. A., Alshahrani, H. M., … Sharma, S. (n.d.). FRACTAL PEAK POWER ANALYSIS ON NOMA WAVEFORMS USING THE PTS METHOD FOR DIFFERENT SUB-CARRIERS: APPLICATIONS IN 5G AND BEYOND. Fractals, 0(0), 2540017. 

Link    11/ 2024

Dash, S. K., Sethy, P. K., Das, A., Jena, S., & Nanthaamornphong, A. (2024). Advancements in deep learning for automated diagnosis of ophthalmic diseases: A comprehensive review. IEEE Access, 12, 171221–171240.

Link    11/ 2024

Pandey, A., Raja, R., Srivastava, S., Kumar, K., Gupta, M., Somthawinpongsai, C., & Nanthaamornphong, A. (2024). Bio-inspired object detection and tracking in aerial images: Harnessing northern goshawk optimization. IEEE Access, 12, 174028–174040.

Link    11/ 2024

Kumar, A., Gaur, N., Chakravarthy, S., & Nanthaamornphong, A. (2025). Enhancing satellite networks with deep reinforcement learning: A focus on IoT connectivity and dynamic resource management. Results in Optics, 18, 100765.

Link    11/ 2024

N. Theera-Ampornpunt and P. Treepong, "Thai Food Recognition using Deep Learning with Cyclical Learning Rates," IEEE Access, vol. 12, pp. 174204–174221, 2024, doi: 10.1109/ACCESS.2024.3503672.

Link    11/ 2024

Patra, A., Biswas, P., Behera, S., Barpanda, N., Sethy, P. & Nanthaamornphong, A. (2024). Transformative insights: Image-based breast cancer detection and severity assessment through advanced AI techniques. Journal of Intelligent Systems, 33(1), 20240172. 

Link    10/ 2024

Nanthaamornphong, A., Gaur, N., Maguluri, L. P., & Kumar, A. (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. 

Link    10/ 2024

Patharia P, Sethy PK, Nanthaamornphong A. Advancements and Challenges in the Image-Based Diagnosis of Lung and Colon Cancer: A Comprehensive Review. Cancer Informatics. 2024;23.

Link    10/ 2024

Kumar, A., Gaur, N., Aly, A. A., & Nanthaamornphong, A. (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(1), 1–18. 

Link    10/ 2024

Alanazi, M. H., Kumar, A., Aljebreen, M., Alzaben, N., Nanthaamornphong, A., Maray, M., Sorour, S., & Alzahrani, Y. (n.d.). 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. Advance online publication.

Link    10/ 2024

Kumar, A., & Nanthaamornphong, A. (2024). Lowering the PAPR of the optical OTFS-based 6G radio with a hybrid PTS-PSO genetic approach. Discover Applied Sciences, 6(11), 574.

Link    10/ 2024

Chandra Das, U., Shaik, N. B., Suanpang, P., Chandra Nath, R., Mantrala, K. M., Benjapolakul, W., … Nanthaamornphong, A. (2024). Development of automatic CNC machine with versatile applications in art, design, and engineering. Array (New York, N.Y.), (100369), 100369. 

Link    10/ 2024

Bairagi, V. K., Vanjale, M. S., Dolas, A., Zende, S., Nanthaamornphong, A., & Harpale, S. (2024). Polycystic ovarian syndrome (PCOS) detection through deep learning. International Journal of Engineering Trends and Technology, 72(10), 159-170.

Link    10/ 2024

Nanthaamornphong, A., Kumar, A., Alamro, H., Alruwais, N., Allafi, R., Nemri, N., Gaur, N., & Al Sadig, M. (2024). Enhancing OTFS modulation for 6G through hybrid PAPR reduction technique for different sub-carriers. Fractals, 0(0), 2540014.

Link    10/ 2024

KUMAR, A., GAUR, N., NANTHAAMORNPHONG, A., ALZABEN, N., YAHYA, A., HASSINE, S., ALBALAWEE, N., & ZANIN, S. (204). A BACTERIA FORAGING ALGORITHM-BASED HYBRID A-LAW AND PTS PAPR REDUCTION METHOD FOR BEYOND 5G WAVEFORM. Fractals, 

Link    10/ 2024

Kumar, A., Maashi, M., Alshahrani, H. M., Arasi, M. A., Yahya, A. E., Nanthaamornphong, A., Aljabri, J., & Alzahrani, Y. (2024). Peak to average power computing and optimization of optical OTFS 5G waveform using hybrid fractal-based signal processing algorithm. Fractals, Article 2540040.

Link    10/ 2024

N. Theera-Ampornpunt and P. Treepong, “Thai food recognition using deep learning with cyclical learning rates,” IEEE Access, vol. 12, pp. 174204-174221, 2024, doi: 10.1109/ACCESS.2024.3503672.

Link    10/ 2024

Apichat Heednacram, Yossawee Keaomanee, “Four Enhanced Algorithms for Full Size Image Hiding in Chest X-ray Images”, Multimedia Tools and Applications, vol. 83, issue 30, pp. 74855-74881, September, 2024. https://doi.org/10.1007/s11042-024-18226-8 (ISSN 1380-7501, E-ISSN 1573-7721, Scopus-Q1, ISI-Q2, SCIE, Impact Factor 2022: 3.6)

9/ 2024

Kumar, A., Rao, T., Sudhakar, A. & Nanthaamornphong, A. (2024). Enhancing the signal efficiency and PAPR performance of FBMC waveform in optical communication. Journal of Optical Communications. 

Link    9/ 2024

Kumar, A., Gaur, N., & Nanthaamornphong, A. (2024). Machine learning RNNs, SVM and NN Algorithm for Massive-MIMO-OTFS 6G Waveform with Rician and Rayleigh channel. Egyptian Informatics Journal, 27, 100531.

Link    9/ 2024

Kumar, A., Kanjilal, P., Syamala, M. & Nanthaamornphong, A. (2024). Integrating optical communication in MIMO-OTFS using hybrid signal detection methods: analyzing the throughput and spectrum. Journal of Optical Communications.

Link    9/ 2024

Padhi, J., Korada, L., Dash, A., Sethy, P. K., Behera, S. K., & Nanthaamornphong, A. (2024). Paddy Leaf Disease Classification Using EfficientNet B4 With Compound Scaling and Swish Activation: A Deep Learning Approach. IEEE Access, 12, 126426–126437.

Link    9/ 2024

Kumar, A., Chakravarty, S., & Nanthaamornphong, A. (2024). Reducing peak to average power ratio in optical NOMA based 5G system using advanced SLM method. Optical and Quantum Electronics, 56(10), 1–13. 

Link    9/ 2024

Komsan Kanjanasit, Tanatorn Tantipiriyakul and Changhai Wang, "Thin Film Resonant Metasurface Absorbers Using Patch-Based Arrays on Liquid Crystal Polymer Substrates for Centimeter-Wave Applications," Heliyon, 9, e35399, doi: https://doi.org/10.1016/j.heliyon.2024.e35399.

Link    8/ 2024

A. Heednacram, T. Kliangsuwan and W. Werapun, Implementation of four machine learning algorithms for forecasting stock’s low and high prices, Neural Computing and Applications, Aug 2024, Scopus Q1, https://doi.org/10.1007/s00521-024-10247-6

Link    8/ 2024

Heednacram, A., Kliangsuwan, T., & Werapun, W. (2024). Implementation of Four Machine Learning Algorithms for Forecasting Stock’s Low and High Prices. Neural Computing and Applications, 36(31), 19323-19336

8/ 2024

W. Werapun, J. Suaboot, P. Tantisarkhornkhet, and J. Thaenthong, "SVC-MST BWQLB Multicast over
Software-Defined Networking," Int. J. Internet Protocol Technology, vol.16, issue 4, 2023, pp.204-216 (Scopus indexed)

Link    7/ 2024

W. Werapun, J. Suaboot, P. Tantisarkhornkhet, and J. Thaenthong, "SVC-MST BWQLB Multicast over Software-Defined Networking," International Journal of Internet Protocol Technology, vol. 16, no. 1, pp. 204-216, 2024. Link: http://dx.doi.org/10.1504/IJIPT.2023.10058807 [Digital ACM]

Link    7/ 2024

Ranjana Panigrahi, G., Kumar Sethy, P., Kumari Behera, S., Gupta, M., Alenizi, F. A., & Nanthaamornphong, A. (2024). Enhancing Security in Real-Time Video Surveillance: A Deep Learning-Based Remedial Approach for Adversarial Attack Mitigation. IEEE Access, 12, 88913–88926.

Link    7/ 2024

Ivan De Oliveira Nunes, Sashidhar Jakkamsetti, Norrathep Rattanavipanon, and Gene Tsudik, Towards remotely verifiable software integrity in resource-constrained IoT devices, IEEE Communications Magazine, Volume 62, Issue 7, 2024.

Link    7/ 2024

Kwankamon Dittakan and Sorawit Nookong (2024). Burn Wound Severity Detection using Segmentation Model: A Comparative Study Between U-NET and YOLOv8. Journal of Applied Informatics and Technology, 7(1), 153–173. retrieved from

Link    7/ 2024

Elgandelwar, S. M., Bairagi, V., Vasekar, S. S., Nanthamornphong, A., & Tupe-Waghmare, P. (2024). Analyzing electroencephalograph signals for early Alzheimer’s disease detection: deep learning vs. traditional machine learning approaches. International Journal of Electrical and Computer Engineering (IJECE), 14(3), 2602–2615

Link    6/ 2024

Kumar, A., Chakravarthy, S., Gaur, N., Nanthamornphong, A., & Tupe-Waghmare, P. (2024). Ad hoc wireless network implementing BEE-LEACH. International Journal of Electrical and Computer Engineering (IJECE), 14(3), 2945-2954

Link    6/ 2024

Kumar, A., Gaur, N., & Nanthaamornphong, A. (2024). Wireless optimization for sensor networks using IoT-based clustering and routing algorithms. PeerJ. Computer Science, 10, e2132. 

Link    6/ 2024

Panigrahi, G., Sethy, P., Behera, S., Gupta, M., Alenizi, F., Suanpang, P., & Nanthaamornphong, A. (2024). Analytical Validation and Integration of CIC-Bell-DNS-EXF-2021 Dataset on Security Information and Event Management. IEEE Access, 12, 83043-83056.
 

Link    6/ 2024

Kumar, A., Kaur, R., Gaur, N., & Nanthaamornphong, A. (2024). Exploring and analyzing the role of hybrid spectrum sensing methods in 6G-based smart health care applications [version 2; peer review: 2 approved]. F1000Research, 13(110). 

Link    6/ 2024

Chaudhari A, Shedge D, Bairagi V, Nanthaamornphong A. Replay Attack Detection Using Integrated Glottal Excitation Based Group Delay Function and Cepstral Features. Symmetry. 2024; 16(7):788.

Link    6/ 2024

Kumar, A., Chakravarty, S., Gaur, N., & Nanthaamornphong, A., (2024). Hybrid approaches to PAPR, BER, and PSD optimization in 6G OTFS: Implications for healthcare. Journal of Communications and Networks, 26(3), 308-320.

6/ 2024

Tovankasame, N., Chaopreecha, J., (2024). Chinese Traditional Paper- Folding Practices as a Social
Aesthetic of Baan Saan Community Art, Phuket Old Town: A Case Study. Journal of Urban Culture Research, 28(1), pp. 21-36.

Link    6/ 2024

Siddoo, Veeraporn, Worawit Janchai, and Orawit Thinnukool. "Understanding the Multidimensional Role of Medical Travel Facilitators: A Study on Competencies and a Proposed Model." Heliyon 10, no. 9, E30479 (2024).

Link    5/ 2024

Soni, A., Sethy, P. K., Dewangan, A. K., Nanthaamornphong, A., Behera, S. K., & Devi, B. (2024). Enhancing oral squamous cell carcinoma detection: a novel approach using improved EfficientNet architecture. BMC Oral Health, 24(1), 601.

Link    5/ 2024

Kanjilal, P., Bhowmick, S., Syamala, M., Kumar, A. & Nanthaamornphong, A. (2024). Implementing green optical waveform system using hybrid cognitive methods for QAM transmission scheme. Journal of Optical Communications. 

Link    5/ 2024

Kanjilal, P., Kumar, A., Bhowmick, S., Maroor, J. & Nanthaamornphong, A. (2024). Implementation of companding scheme for performance enhancement of optical OFDM structure. Journal of Optical Communications.

Link    5/ 2024

Kumar, A., Alshahrani, H. M., Alotaibi, F., & Nanthaamornphong, A. (2024). A hybrid detection algorithm for 5G OTFS waveform for 64 and 256 QAM with Rayleigh and Rician channels. Open Engineering, 14(1), Article 20240008.

Link    4/ 2024

Kumar, A., Gaur, N., Chakravarty, S., & Nanthaamornphong, A. (2024). Exploring PTS method in MIMO advanced waveform signal for 5G network security analysis. Journal of Discrete Mathematical Sciences and Cryptography, 27(2-A), 261–268. Taru Publications.

Link    4/ 2024

Kumar, A., Gaur, N., Chaitra, S. N., Chakravarty, S., & Nanthaamornphong, A. (2024). Analyzing the role of spectrum sensing for security enhancement in beyond 5G waveforms using energy detection. In Journal of Discrete Mathematical Sciences and Cryptography (Vol. 27, Issues 2-A, pp. 215–222). Taru Publications.

Link    4/ 2024

Kumar, A., Gaur, N., & Nanthaamornphong, A. (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.
 

Link    4/ 2024

A. Kumar, K. Rajagopal, N. Gaur, and A. Nanthaamornphong, 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, 

Link    4/ 2024

Silanon, K., Chaowanawatee, K., & Kliangsuwan, T. (2024). Thai amulet recognition using vision transformers. Songklanakarin Journal of Science and Technology (SJST), 46(2), 226-233

4/ 2024

Kumar, A., Yamini, A. P., Gaur, N., & Nanthaamornphong, A. (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. 

Link    3/ 2024

Kumar, A., Chakravarty, S., Sharma, M. K., & Nanthaamornphong, A. (2024). A mathematical analysis of teleoperator optimization using multiple sensors. Journal of Interdisciplinary Mathematics, 27(2), 201–209. 

Link    3/ 2024

Kumar, A., Gaur, N., & Nanthaamornphong, A. (2024). Improving the latency for 5G/B5G based smart healthcare connectivity in rural area. Scientific Reports, 14(1), 6976. 

Link    3/ 2024

Kumar, A. ., Yongo, M. D. ., Chakravarthy, S. ., & Nanthaamornphong, A. . (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. 

Link    3/ 2024

Kumar, A., Sharma, H., Gaur, N., & Nanthaamornphong, A. (2024). PAPR analysis in OTFS using the centre phase sequence matrix based PTS method. Results in Optics, 15, 100664.

Link    3/ 2024

Yossawee Keaomanee, Apichat Heednacram, “Effects of Discrete Cosine Transform Arrangement Patterns on Full Size Image Steganography”, Songklanakarin Journal of Science and Technology (SJST), vol. 46, no. 2, pp. 159-168, March - April, 2024. https://sjst.psu.ac.th/issue.php?id=142 (ISSN 0125-3395, E-ISSN 2408-1779, Scopus-Q3, SJR 2022: 0.16)

Link    3/ 2024

Kittasil Silanon, Kullawat Chaowanawatee, and Thitinan Kliangsuwan, "Thai Amulet Recognition using Vision Transformers" Songklanakarin Journal of Science and Technology (SJST), 46(2), 226–233, Mar-Apr 2024.

Link    3/ 2024

Kittasil Silanon, Kullawat Chaowanawatee, and Thitinan Kliangsuwan, "Thai Amulet Recognition using Vision Transformers" Songklanakarin Journal of Science and Technology (SJST), 46(2), 226–233, Mar-Apr 2024.

Link    3/ 2024

Dutta, A., Das, U. C., Chavalparit, O., Dutta, G., Limphitakphong, N., Gupta, M., & Nanthaamornphong, A. (2024). Optimizing prevention strategies for PM2.5-related health risks in Nakhon Ratchasima. Environmental and Sustainability Indicators, 21, 100328. 

Link    2/ 2024

Dev, D. G., Bhatnagar, V., Bhati, B. S., Gupta, M., & Nanthaamornphong, A. (2024). LSTMCNN: A hybrid machine learning model to unmask fake news. Heliyon, 10(3), e25244. 

Link    2/ 2024

Kumar, A., Gaur, N., Mallam, M. & Nanthaamornphong, A. (2024). Enhancing the power amplifier performance of an optical-OTFS modulation for optical communication system. Journal of Optical Communications. 

Link    2/ 2024

Kumar, A. ., Gaur, N. ., & Nanthaamornphong, A. . (2024). Intelligent Signal Identification of NOMA Signal with 256-QAM Modulation Using SVM Algorithm. International Journal of Intelligent Systems and Applications in Engineering, 12(13s), 257–264. 

Link    2/ 2024

Kumar, A., Gaur, N., Gupta, M., & Nanthaamornphong, A. (2024). Implementation of the deep learning method for signal detection in massive-MIMO-NOMA systems. Heliyon, 10(3), e25374.

Link    2/ 2024

Tiwari, D., Nagpal, B., Bhati, B., Gupta, M., Suanpang, P., Butdisuwan, S., & Nanthaamornphong, A. (2024). SPSO-EFVM: A Particle Swarm Optimization-Based Ensemble Fusion Voting Model for Sentence-Level Sentiment Analysis. IEEE Access, 12, 23707-23724.
 

Link    2/ 2024

Kumar, A., Gaur, N., Chakravarty, S., & Nanthaamornphong, A. (2023). Reducing the PAPR of OTFS modulation using hybrid PAPR algorithms. Wireless Personal Communications, 133(4), 2503–2523. 

Link    2/ 2024

Kumar, A. ., Gaur, N. ., Chakravarthy, S. ., & Nanthaamornphong, A. . (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(16s), 698–701. 

Link    2/ 2024

Kumar, A., Chakravarty, S. & Nanthaamornphong, A. (2024). Analysis of PAPR reduction of optical-OTFS for 256-QAM using companding and clipping–filtering algorithms. Journal of Optical Communications. 

Link    1/ 2024