Journal Paper

R. C. Chen, C. Dewi, S. W. Huang, and R. E. Caraka, “Selecting critical features for data classification based on machine learning methods,” Journal of Big Data, vol. 7, no. 52, pp. 1–26, 2020. (Springer, Q1 SCIE)

C. Dewi and R.-C. Chen, “Random Forest and Support Vector Machine on Features Selection for Regression Analysis,” International Journal of Innovative Computing, Information and Control (IJICIC), vol. 15, no. 6, pp. 2027–2038, 2019. (Q2 SCIE)

S. Tai, C. Dewi, R. Chen, Y. Liu, and X. Jiang, “Deep Learning for Traffic Sign Recognition Based on Spatial Pyramid Pooling with Scale Analysis,” Applied Sciences (Switzerland), vol. 10, no. 19, p. 6997, 2020. (MDPI, Q1 SCIE)

C. Dewi, R. C. Chen, and H. Yu, “Weight analysis for various prohibitory sign detection and recognition using deep learning,” Multimedia Tools and Applications, pp. 1–21, 2020. (Springer, Q1 SCIE)

C. Dewi, R.-C. Chen, and S.-K. Tai, “Evaluation of Robust Spatial Pyramid Pooling Based on Convolutional Neural Network for Traffic Sign Recognition System,” Electronics, vol. 9, no. 6, p. 889, 2020. (MDPI, Q2 SCIE)

C. Dewi and R.-C. Chen, “Integrating Real-Time Weather Forecasts Data Using OpenWeatherMap and Twitter,” International Journal of Information Technology and Bussiness, vol. 1, no. 2, pp. 48–52, 2019. (Scopus)

R.-C. Chen, C. Dewi, W.-W. Zhang, and J.-M. Liu, “Integrating Gesture Control Board and Image Recognition for Gesture Recognition Based on Deep Learning,” International Journal of Applied Science and Engineering (IJASE), pp. 1–10, 2020. (Q2 SCIE)

V. Suthamathi, R.-C. Chen, C. Dewi, and L.-S. Chen, “Solving Unbounded Knapsack Problem Using Evolutionary Algorithms with Bound Constrained Strategy,” International Journal of Applied Science and Engineering (IJASE, pp. 1–12, 2020. (Q2 SCIE)

C. Dewi, R. Chen, Y. Liu, and H. Yu, “Various Generative Adversarial Networks Model for Synthetic Prohibitory Sign Image Generation,” Applied Sciences, vol. 11, p. 2913, 2021. (Q1 SCIE)

C. Dewi, R.-C. Chen, Y.-T. Liu, and S.-K. Tai, “Synthetic Data generation using DCGAN for improved traffic sign recognition,” Neural Computing and Applications, 2021. (Q1 SCIE)

C. Dewi, R.-C. Chen, H. Yu, and X. Jiang, “Robust detection method for improving small traffic sign recognition based on spatial pyramid pooling,” Journal of Ambient Intelligence and Humanized Computing, Nov. 2021. (Q1 SCIE)

C. Dewi, R. C. Chen, Y. T. Liu, X. Jiang, and K. D. Hartomo, “Yolo V4 for Advanced Traffic Sign Recognition with Synthetic Training Data Generated by Various GAN,” IEEE Access, vol. 9, pp. 97228–97242, 2021. (Q1 SCIE)

C. Dewi, R.-C. Chen, Hendry, and H.-T. Hung, “Experiment Improvement of Restricted Boltzmann Machine Methods for Image Classification,” Vietnam Journal of Computer Science, vol. 08, no. 03, pp. 417–432, Aug. 2021. 

J. Febria, C. Dewi, E. Mailoa, "Optimization of capacitated vehicle routing problem using initial route with same size K-means and greedy algorithm for vaccines distribution." International Journal of Applied Science and Engineering, vol.18, no.06, Dec. 2021, pp.103. 

 Dewi, C., Chen, R.-C.: Combination of Resnet and Spatial Pyramid Pooling for Musical Instrument Identification. Cybern. Inf. Technol. 22, 104 (2022). (Q2 SCIE)

Dewi, C., Chen, R.-C., & Liu, Y. T. (2022). Synthetic Traffic Sign Image Generation Applying Generative Adversarial Networks. Vietnam Journal of Computer Science. https://doi.org/https://doi.org/10.1142/S2196888822500191

C. Dewi, R.-C. Chen, X. Jiang, and H. Yu, “Adjusting eye aspect ratio for strong eye blink detection based on facial landmarks,” PeerJ Comput. Sci., vol. 8, no. e943, 2022, [Online]. Available: https://doi.org/10.7717/peerj-cs.943. (Scopus Q1, SCIE).

C. Dewi, R.-C. Chen, X. Jiang, and H. Yu, “Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4,” Multimed. Tools Appl., 2022, doi: https://doi.org/10.1007/s11042-022-12962-5.(Scopus Q1, SCIE)

 Dewi C, Christanto J, Henoch. Combination of Deep Cross-Stage Partial Network and Spatial Pyramid Pooling for Automatic Hand Detection. Big Data Cogn Comput. 2022;6(3):85.  (Scopus Q1, SCIE)

C. Dewi and R.-C. Chen, “Deep Learning for Advanced Similar Musical Instrument Detection and Recognition,” IAENG Int. J. Comput. Sci., vol. 49, no. 3, p. 27, 2022. (Scopus Q2, SCIE)

C. Dewi, R.-C. Chen, C.-W. Chang, X. Jiang, and H. Yu, “Eye Aspect Ratio for Real-Time Drowsiness Detection to Improve Driver Safety,” Electron., vol. 11, no. 9, p. 3183, 2022, [Online]. Available: https://www.mdpi.com/2079-9292/11/19/3183. (Scopus Q2, SCIE)

F. A. Guampe, M. Hasan, A. Dolfriandra Huruta, C. Dewi, and A. Po Shun Chen, “Entrepreneurial Literacy of Peasant Families during the COVID-19 Pandemic: A Case in Indonesia,” Sustain., vol. 14, no. 19, p. 12337, 2022, [Online]. Available: https://www.mdpi.com/2071-1050/14/19/12337. (Scopus Q1, SCIE)

C. Dewi and R.-C. Chen, “Automatic Medical Face Mask Detection Based on Cross-Stage Partial Network to Combat COVID-19,” Big Data Cogn. Comput., vol. 6, no. 4, p. 106, 2022, [Online]. Available: https://www.mdpi.com/2504-2289/6/4/106. (Scopus, Q1, SCIE)

C.-W. Lee, S.-H. Chen, A. D. Huruta, C. Dewi, and A. Po Shun Chen, “Net Transmitter of Stock Market Volatility and Safe Haven for Portfolio Investors in the Asian Dragons,” Economies, vol. 10, no. 11, p. 273, 2022, [Online]. Available: https://www.mdpi.com/2227-7099/10/11/273. (Scopus, Q1, SCIE)

R.-C. Chen, W. E. Manongga, and C. Dewi, “Recursive Feature Elimination for Improving Learning Points on Hand-Sign Recognition,” Futur. Internet, vol. 14, no. 12, p. 352, Nov. 2022, doi: 10.3390/fi14120352. (Scopus, Q2, SCIE)

C. Dewi, R.-C. Chen, Y.-C. Zhuang, and H. J. Christanto, “Yolov5 Series Algorithm for Road Marking Sign Identification,” Big Data Cogn. Comput., vol. 6, no. 4, p. 149, Dec. 2022, doi: 10.3390/bdcc6040149 (Scopus, Q1, SCIE)

C. Dewi, R.-C. Chen, Y.-C. Zhuang, X. Jiang, and H. Yu, “Recognizing Road Surface Traffic Signs Based on Yolo Models Considering Image Flips,” Big Data Cogn. Comput., vol. 7, no. 1, p. 54, Mar. 2023, doi: 10.3390/bdcc7010054.

C. Dewi, A. P. S. Chen, and H. J. Christanto, “Deep Learning for Highly Accurate Hand Recognition Based on Yolov7 Model,” Big Data Cogn. Comput., vol. 7, no. 1, p. 53, Mar. 2023, doi: 10.3390/bdcc7010053. (SCOPUS Q1, SCIE)

C. Dewi, R.-C. Chen, H. Yu, and X. Jiang, “XAI for Image Captioning using SHAP,” J. Inf. Sci. Eng., vol. 39, pp. 711–724, 2023, doi: https://www.airitilibrary.com/Publication/alDetailedMesh?docid=10162364-N202303030013-00001. (SCOPUS Q2, SCIE)

C. Dewi, A. P. S. Chen, and H. J. Christanto, “Recognizing Similar Musical Instruments with YOLO Models,” Big Data Cogn. Comput., vol. 7, no. 2, p. 94, May 2023, doi: 10.3390/bdcc7020094. (SCOPUS Q1, SCIE)

V. S. Saravanarajan, R.-C. Chen, C. Dewi, L.-S. Chen, and L. Ganesan, “Car crash detection using ensemble deep learning,” Multimed. Tools Appl., Jun. 2023, doi: 10.1007/s11042-023-15906-9. (SCOPUS Q1, SCIE)

C. Dewi, “Scientific Article Publication Training in Reputable International Journals,” J. Pemberdaya. Masy. Madani, vol. 7, no. 1, pp. 114–126, Jun. 2023, doi: 10.21009/JPMM.007.1.10. 

A. A. Kroons and C. Dewi, “PENGEMBANGAN DASHBOARD TRIVY BERBASIS WEBSITE MENGGUNAKAN REACT JS DAN GOLANG,” J. Indones.  Manaj. Inform. dan Komun., vol. 4, no. 3, 2023, doi: https://doi.org/10.35870/jimik.v4i3.295.

D. R. H. Roosaputri and C. Dewi, “Perbandingan Algoritma ARIMA, Prophet, dan LSTM dalam Prediksi Penjualan Tiket Wisata Taman Hiburan (Studi Kasus: Saloka Theme Park),” Kesatria  J. Penerapan Sist. Inf. (Komputer dan Manajemen), vol. 4, no. 3, p. 2023, 2023, doi: https://doi.org/10.30645/kesatria.v4i3.199.

C. Dewi and H. J. Christanto, “Automatic Medical Face Mask Recognition for COVID-19 Mitigation: Utilizing YOLO V5 Object Detection,” Rev. d’Intelligence Artif., vol. 37, no. 3, pp. 627–638, Jun. 2023, doi: 10.18280/ria.370312. (SCOPUS Q3, SCIE)

C. Dewi, R.-C. Chen, H. J. Christanto, and F. Cauteruccio, “Multinomial Naive Bayes Classifier for Sentiment Analysis of Internet Movie Database,” Vietnam J. Comput. Sci., Jul. 2023, doi: 10.1142/S2196888823500100.  (SCOPUS Q3, SCIE)

R.-C. Chen, C. Dewi, Y.-C. Zhuang, and J.-K. Chen, “Contrast Limited Adaptive Histogram Equalization for Recognizing Road Marking at Night Based on Yolo Models,” IEEE Access, pp. 1–1, 2023, doi: 10.1109/ACCESS.2023.3309410. (SCOPUS Q1, SCIE)

P. Ardhianto et al., “Generative Deep Learning for Visual Animation in Landscapes Design,” Sci. Program., vol. 2023, pp. 1–12, Aug. 2023, doi: 10.1155/2023/9443704. 

G. Dai, J. Fan, and C. Dewi, “ITF-WPI: Image and text based cross-modal feature fusion model for wolfberry pest recognition,” Comput. Electron. Agric., vol. 212, p. 108129, Sep. 2023, doi: 10.1016/j.compag.2023.108129. (SCOPUS Q1, SCIE)

S. Javed et al., “A Subjective Logical Framework-Based Trust Model for Wormhole Attack Detection and Mitigation in Low-Power and Lossy (RPL) IoT-Networks,” Information, vol. 14, no. 9, p. 478, Aug. 2023, doi: 10.3390/info14090478. (SCOPUS Q2, SCIE)

G. Dai, Z. Tian, J. Fan, C. K. Sunil, and C. Dewi, “DFN-PSAN: Multi-level deep information feature fusion extraction network for interpretable plant disease classification,” Comput. Electron. Agric., vol. 216, p. 108481, Jan. 2024, doi: 10.1016/j.compag.2023.108481. (SCOPUS Q1, SCIE)

C. Dewi, L. S. Gunawan, S. G. Hastoko, and H. J. Christanto, “Real-Time Facial Expression Recognition: Advances, Challenges, and Future Directions,” Vietnam J. Comput. Sci., Nov. 2023, doi: 10.1142/S219688882330003X. (SCOPUS Q3, SCIE)

C. Dewi, H. J. Christanto, and G. Dai, “Automated Identification of Insect Pests: A Deep Transfer Learning Approach Using ResNet,” Acadlore Trans. AI Mach. Learn., vol. 2, no. 4, pp. 194–203, Nov. 2023, doi: 10.56578/ataiml020402.

E. Pabianan and C. Dewi, “PERANCANGAN GLOBAL POSITIONING SYSTEM (GPS) PADA SISTEM PRESENSI ONLINE BERBASIS WEBSITE MENGGUNAKAN METODE WATERFALL,” J. Pendidik. Teknol. Inf., vol. 6, no. 2, pp. 285–298, Nov. 2023, doi: 10.37792/jukanti.v6i2.1038.

H. J. Christanto, Julius Victor Manuel Bata, D. J. C. Sihombing, and Christine Dewi, “Workshop Google Mail, Google Drive, and Google Meet at HIMPAUDI Grobogan Regency,” MITRA J. Pemberdaya. Masy., vol. 7, no. 2, pp. 201–212, Nov. 2023, doi: 10.25170/mitra.v7i2.4222.

A. Hendrawan, R. Gernowo, and C. Dewi, “A Novel YOLO-ARIA Approach for Real-Time Vehicle Detection and Classification in Urban Traffic,” Int. J. Intell. Eng. Syst., vol. 17, no. 1, pp. 428–446, Feb. 2024, doi: 10.22266/ijies2024.0229.38.

E. Panja, H. Hendry, and C. Dewi, “YOLOv8 Analysis for Vehicle Classification Under Various Image Conditions,” Sci. J. Informatics, vol. 11, no. 1, pp. 127–138, Feb. 2024, doi: 10.15294/sji.v11i1.49038.

C. Dewi, G. Dai, and H. J. Christanto, “Analysis of Internet Movie Database with Global Vectors for Word Representation,” Vietnam J. Comput. Sci., pp. 1–20, Feb. 2024, doi: 10.1142/S2196888823500215.

M. A. Arshed, H. A. Rehman, S. Ahmed, C. Dewi, and H. J. Christanto, “A 16 × 16 Patch-Based Deep Learning Model for the Early Prognosis of Monkeypox from Skin Color Images,” Computation, vol. 12, no. 2, p. 33, Feb. 2024, doi: 10.3390/computation12020033.

C. Dewi, D. Manongga, Hendry, E. Mailoa, and K. D. Hartomo, “Deep Learning and YOLOv8 Utilized in an Accurate Face Mask Detection System,” Big Data Cogn. Comput., vol. 8, no. 1, p. 9, Jan. 2024, doi: 10.3390/bdcc8010009.

M. A. Arshed, S. Mumtaz, M. Ibrahim, C. Dewi, M. Tanveer, and S. Ahmed, “Multiclass AI-Generated Deepfake Face Detection Using Patch-Wise Deep Learning Model,” Computers, vol. 13, no. 1, p. 31, Jan. 2024, doi: 10.3390/computers13010031.

C. Dewi, “Generative Adversarial Network for Synthetic Image Generation Method: Review, Analysis, and Perspective,” in Applications of Generative AI, Springer, 2024, pp. 91–116. doi: 10.1007/978-3-031-46238-2_5.

C. Dewi and R.-C. Chen, “Brainwave for gender-based music recommendation system analysis,” Multimed. Tools Appl., Sep. 2024, doi: 10.1007/s11042-024-20200-3. 

C. Dewi, M. A. Arshed, H. J. Christanto, H. A. Rehman, A. Muneer, and S. Mumtaz, “Enhancing Weather Scene Identification Using Vision Transformer,” World Electr. Veh. J., vol. 15, no. 8, p. 373, Aug. 2024, doi: 10.3390/wevj15080373. 

C. Dewi, R.-C. Chen, Y.-C. Zhuang, and W. E. Manongga, “Image Enhancement Method Utilizing YOLO Models to Recognize Road Markings at Night,” IEEE Access, vol. 12, pp. 131065–131081, 2024, doi: 10.1109/ACCESS.2024.3440253. 

M. A. Arshed, S. Mumtaz,  Ștefan C. Gherghina, N. Urooj, S. Ahmed, and C. Dewi, “A Deep Learning Model for Detecting Fake Medical Images to Mitigate Financial Insurance Fraud,” Computation, vol. 12, no. 9, p. 173, Aug. 2024, doi: 10.3390/computation12090173. 

C. Dewi et al., “Accurate Hand Recognition with Neural Architecture Search Technology,” Int. J. Comput. Methods Exp. Meas., vol. 12, no. 4, pp. 421–428, Dec. 2024, doi: 10.18280/ijcmem.120411.

C. Dewi, H. P. Chernovita, S. A. Philemon, C. A. Ananta, G. Dai, and A. P. S. Chen, “Integration of YOLOv9 and Contrast Limited Adaptive Histogram Equalization for Nighttime Traffic Sign Detection,” Math. Model. Eng. Probl., vol. 12, no. 1, pp. 37–45, Jan. 2025, doi: 10.18280/mmep.120105.