Publications

*Indicates authors contributed equally to the work

• 🆕M. Isnan, G. N. Elwirehardja, K. S. Nugroho, I. L. Ritonga, R. P. J. Gultom, E. A. Lubis and B. Pardamean, “InDRI: Intelligent Diagnosis Radiology Images,” in The 6th International Conference on Cybernetics and Intelligent Systems (ICORIS), Nov. 2024.
• 🆕K. Julian, K. S. Nugroho, R. Nirwantono and B. Pardamean, “Cancer Prediction using Clinical and Genomic Data Fusion: A Systematic Review,” in The 6th International Conference on Cybernetics and Intelligent Systems (ICORIS), Nov. 2024.
• 🆕J. S. Sulistyawan, K. S. Nugroho, and B. Pardamean, “Systematic Literature Review on Metaheuristic Algorithms in SNP Analysis for Diseases,” in The 6th International Conference on Cybernetics and Intelligent Systems (ICORIS), Nov. 2024.
• 🆕J. S. Sulistyawan, K. S. Nugroho, M. Isnan, and B. Pardamean, “Comparative Analysis of CNN Models for Multiclass Detection on Colon Disease,” in The 9th International Conference on Information Technology and Digital Applications (ICITDA), Nov. 2024.
• E. S. Hermawan, G. N. Elwirehardja, K. S. Nugroho, and B. Pardamean, “Gradient Boosted CRCNet Pipeline for Indonesia Colorectal Cancer Genotype Selection,” ICIC Express Letters, 2024. [Accepted]
• G. A. Tarigan, G. N. Elwirehardja, K. S. Nugroho, and B. Pardamean, “Lighter Student Engagement Recognition in a Classroom Environment Using Skeletal Keypoints,” IAENG International Journal of Computer Science, 2024. [Accepted]
• J. S. Sulistyawan*, K. Julian*, G. N.  Elwirehardja, K. S. Nugroho, and B. Pardamean, “A Two-step Feature Selection Approach for Identifying SNPs Associated with Colorectal Cancer,” Communications in Mathematical Biology and Neuroscience (CMBN), 2024. https://scik.org/index.php/cmbn/article/view/8468.
• F. A. Bachtiar, A. D. Fauzulhaq, M. T. R. Manullang, F. R. Pontoh, K. S. Nugroho, and N. Yudistira, “A Generative-Based Chatbot for Daily Conversation: A Preliminary Study,” in SIET ’22: Proceedings of the 7th International Conference on Sustainable Information Engineering and Technology, Association for Computing Machinery, Nov. 2022, pp. 8–12. doi: 10.1145/3568231.3568234. [Presentation Deck]
• Istiadi, E. B. Sulistiarini, R. Joegijantoro, A. N. Suksmawati, K. S. Nugroho, and I. Akbar, “An Integrated E-Learning Fuzzy Expert System for Acute Pharyngitis Diagnosis,” in 6th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), Institute of Electrical and Electronics Engineers Inc., 2022, pp. 171–176. doi: 10.1109/ICITISEE57756.2022.10057861. [Presentation Deck]
• Istiadi, E. B. Sulistiarini, R. Joegijantoro, A. N. Suksmawati, K. S. Nugroho, and I. Akbar, “Expert System Integrated with Medical Record for Infectious Diseases using Certainty Factor,” in 2022 IEEE International Conference on Cybernetics and Computational Intelligence (CyberneticsCom), Institute of Electrical and Electronics Engineers Inc., 2022, pp. 451–456. doi: 10.1109/CYBERNETICSCOM55287.2022.9865639.
• K. S. Nugroho, F. A. Bachtiar, and W. F. Mahmudy, “Detecting Emotion in Indonesian Tweets: A Term-Weighting Scheme Study,” Journal of Information Systems Engineering and Business Intelligence, vol. 8, no. 1, pp. 61–70, Apr. 2022, doi: 10.20473/JISEBI.8.1.61-70.
• K. S. Nugroho, A. Y. Sukmadewa, A. Vidianto, and W. F. Mahmudy, “Effective Predictive Modelling for Coronary Artery Diseases using Support Vector Machine,” IAES International Journal of Artificial Intelligence (IJ-AI), vol. 11, no. 1, pp. 345–355, Mar. 2022, doi: 10.11591/IJAI.V11.I1.PP345-355.
• A. R. Fadhillah, S. W. Iriananda, W. Purnomowati, K. S. Nugroho, I. Akbar, and R. J. Sakinah, “Implementasi Sinici Kudo Apps pada Peternakan Kelinci Peci P’Rama  di Kabupaten Tulungagung,” JAST: Jurnal Aplikasi Sains dan Teknologi, vol. 6, no. 1, pp. 11–22, Jul. 2022, doi: 10.33366/JAST.V6I1.3144.
• K. S. Nugroho and F. A. Bachtiar, “Text-Based Emotion Recognition in Indonesian Tweet using BERT,” in 2021 4th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Institute of Electrical and Electronics Engineers Inc., 2021, pp. 570–574. doi: 10.1109/ISRITI54043.2021.9702838. [Presentation Deck | Poster | Pitching Video]
• K. S. Nugroho, A. Y. Sukmadewa, and N. Yudistira, “Large-Scale News Classification using BERT Language Model: Spark NLP Approach,” in SIET ’21: Proceedings of the 6th International Conference on Sustainable Information Engineering and Technology, Association for Computing Machinery, Sep. 2021, pp. 240–246. doi: 10.1145/3479645.3479658. [Presentation Deck]
• K. S. Nugroho, A. Y. Sukmadewa, H. Wuswilahaken DW, F. A. Bachtiar, and N. Yudistira, “BERT Fine-Tuning for Sentiment Analysis on Indonesian Mobile Apps Reviews,” in SIET ’21: Proceedings of the 6th International Conference on Sustainable Information Engineering and Technology, Association for Computing Machinery, Sep. 2021, pp. 258–264. doi: 10.1145/3479645.3479679. [Presentation Deck]
• K. S. Nugroho, I. Akbar, and A. N. Suksmawati, “Deteksi Depresi dan Kecemasan Pengguna Twitter Menggunakan Bidirectional LSTM,” in The 4th Conference on Innovations and Application of Science and Technology (CIASTECH), 2021, pp. 287–295. [Publishing Page | Presentation Deck]
• S. W. Iriananda, R. P. Putra, and K. S. Nugroho, “Analisis Sentimen dan Analisis Data Eksploratif Ulasan Aplikasi Marketplace Google Playstore,” in The 4th Conference on Innovations and Application of Science and Technology (CIASTECH), 2021, pp. 473–482. [Publishing Page]
• K. S. Nugroho, I. Istiadi, and F. Marisa, “Naive Bayes Classifier Optimization for Text Classification on E-government using Particle Swarm Optimization,” Jurnal Teknologi dan Sistem Komputer, vol. 8, no. 1, pp. 21–26, Jan. 2020, doi: 10.14710/JTSISKOM.8.1.2020.21-26.

📢 For more updates, see the Google Scholar page.