Publication

Publication

Preprints (Journal & Conference)

1. "Lymphoma Cancer Diagnosis and Detection using Deep Transfer Learning on Histopathological Tissue: A Novel Approach", submitted, 2023. 

Journal (*: Corresponding Author)

1. Sattarov Otabek and Jaeyoung Choi*, "Multi-Level Deep Q-Networks for Bitcoin Trading Strategies", Scientific Reports, Vol. 14, no. 771,  January, 2024.

2. Aruna Pavate, Rajesh Bansode, Parvathaneni Naga Srinivasu, Jana Shafi, Jaeyoung Choi*  and Muhammad Fazal Ijaz*, "Associative Discussion Among Generating Adversarial Samples Using Evolutionary Algorithm and Samples Generated Using GAN", IEEE Access, Vol. 11,  pp. 143757 - 143770 , December , 2023.

3. Jun Jiat Tiang , Naglaa F. Soliman , Imran Khan, Jaeyoung Choi*, Hee Chan Chung and Dag Øivind Madsen*, "Design and performance evaluation of a novel broadband THz modulator based on graphene metamaterial for emerging applications", Frontiers in Materials, Vol. 10, November 2023. 

4. Tanni Das, Kiho Choi* and Jaeyoung Choi*, "High Quality Video Frames from VVC: A Deep Neural Network Approach", IEEE Access, Vol. 11, pp. 54254 - 54264, June, 2023.

5. Somi Kim, Hochen Yoo* and Jaeyoung Choi*, "Effects of Charge Traps on Hysteresis in Organic Field-Effect Transistors and Their Charge Trap Cause Analysis through Causal Inference Techniques", Sensors,  Vol. 23, issue 4, Feburary, 2023.

6. Sattarov Otabek and Jaeyoung Choi*, "Twitter Attribute Classification with Q-Learning on Bitcoin Price Prediction", IEEE Access, Vol. 10,  pp. 96136 - 96148, September, 2022.

7. Varun Dogra, Sahil Verma, Kavita, Pushpita Chatterjee, Jana Shafi, Jaeyoung Choi* and Muhammad Fazal Ijaz* "A Complete Process of Text Classification System Using State-of-the-Art NLP Models", Computational Intelligence and Neuroscience, Vol. 2022, June, 2022.

8. Adarsh Vulli, Parvathaneni Naga Srinivasu, Madipally Sai Krishna, Sashank, Jana Shafi, Jaeyoung Choi * and Muhammad Fazal Ijaz *, ''Fine-tuned DenseNet-169 for Breast Cancer Metastasis Prediction using FastAI and 1-cycle policy". Sensors,  Vol. 22, issue 8, April, 2022.

9. Debaleena Datta, Pradeep Kumar Mallick, Jana Shafi, Jaeyoung Choi* and Muhammad Fazal Ijaz* "Computational Intelligence for Observation and Monitoring: A Case Study of Imbalanced Hyperspectral Image Data Classification", Computational Intelligence and Neuroscience, Vol. 2022, April, 2022.

10. Debaleena Datta, Pradeep Kumar Mallick, Akash Kumar Bhoi, Muhammad Fazal Ijaz*, Jana Shafi and Jaeyoung Choi*, "Hyperspectral Image Classification: Potentials, Challenges, and Future Directions", Computational Intelligence and Neuroscience, Vol. 2022 , April, 2022.

11. Jihyeon Kim, Jinkyung Kim and Jaeyoung Choi*, "Sequential Movie Genre Prediction Using Average Transition Probability with Clustering", Applied Sciences, Vol. 11, issue 24, 11841, pp. 1-22, December, 2021.

12. Jaeyoung Choi*, "Inferring the Hidden Cascade Infection over Erdös-Rényi (ER) Random Graph" Electronics, Vol. 10, issue 16, pp. 1-18, August, 2021.

13. Jaeyoung Choi*, "Identification of Individual Infection over Networks with Limit Observation: Random vs. Epidemic?", IEEE Access, Vol. 9,  pp. 74234-74245, May, 2021.

14. Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyounghwan Son, Jinwoo Shin and Yung Yi*, "Information Source Finding in Networks: Querying with Budgets",  IEEE/ACM Transactions on Networking, Vol. 28 , Issue 5 , pp. 2271 - 2284, October. 2020 .

15. Jaeyoung Choi*, "Epidemic Source Detection over Dynamic Networks" Electronics, Vol. 9, issue 6, pp. 1-14, June, 2020.

16. Jiin Woo and Jaeyoung Choi*, "Estimating the Information Source under Decaying Diffusion Rates" Electronics, Vol. 8, issue 12, pp. 1-20, November, 2019.

17. Jaeyoung Choi and Yung Yi*, "Joint Optimization of Message Transmissions With Adaptive Selection of CCH Interval in VANETs", IEEE Access, Vol. 7, issue 1, pp. 72090-72104, June, 2019.

18. Jaeyoung Choi, Jinwoo Shin and Yung Yi*, "Information Source Localization with Protector Diffusion in Networks" IEEE/KICS Journal of Communication and Networks, Vol. 21, Issue 2, pp. 136-147, April, 2019.

19. Jaeyoung Choi and Bong Dae Choi*, "Mathematical Analysis of Call Admission Control in Mobile Hotspots" IEICE Transaction on Communication, Vol E96-B, NO. 11, pp. 2816-2827, November, 2013.

Conference/Workshop

1. Jaeyoung Choi and Wooseok Sim, "Permanence based Hidden Community and Graph Recovery in Social Networks " International Conference on Ubiquitous and Future Networks (ICUFN), 2023 (Poster Session).

2. Jaeyoung Choi and Yung Yi, "Necessary and Sufficient Budgets in Information Source Finding with Querying: Adaptivity Gap" IEEE International Symposium on Information Theory (ISIT), 2018.

3. Jaeyoung Choi and Yung Yi, "Joint Optimization of Emergency and Periodic Message Transmissions in Vehicular Networks" IEEE Military Communications Conference (MILCOM), 2017.

4. Jaeyoung Choi, Sangwoo Moon, Jiin Woo, Kyounghwan Son, Jinwoo Shin and Yung Yi, "Rumor Source Detection under Querying with Untruthful Answers" IEEE International Conference on Computer Communications (INFOCOM), 2017.

5. Jaeyoung Choi, Sangwoo Moon, Jinwoo Shin and Yung Yi, "Estimating the Rumor Source with Anti-Rumor in Social Networks" International Conference on Network Protocols (ICNP) Workshop on Machine Learning (Networks ML), 2016.

6. Sangwoo Moon, Jaeyoung Choi, Jinwoo Shin and Yung Yi, "Rumor Source Detection: Power of Querying" International School and Conference on Network Science (NetSci) 2016.

7. Jaeyoung Choi, Sangwoo Moon, Jinwoo Shin and Yung Yi, "Rumor Source Detection: Power of Protector" International School and Conference on Network Science (NetSci) 2016, (Poster Session).

8. Eunsang Cho, Jongho Shin, Jaeyoung Choi, Ted “Taekyoung” Kwon and Yanghee Choi, "A Tradeoff between Caching Efficiency and Data Protection for Video Services in CCN" NDSS Workshop on Security of Emerging Networking Technologies (SENT) 2014.

9. Jaeyoung Choi, Bong Dae Choi, Younghyun Kim and Sangheon Pack, "Call Admission Control for Mobile Hotspot" 6th International Conference on Queueing Theory and Network Analysis (QTNA 2011), Seoul, Korea, 2011. 

Invited Paper

1. Jungseul Ok, Youngmi Jin, Jaeyoung Choi, Jinwoo Shin, and Yung Yi, "Influence Maximization over Strategic Diffusion in Social Networks" in Proc. of IEEE CISS, 2014 (invited paper)

Book

1. 이공계용 확률과 통계 (Introduction to Probability and Statistics for Engineers and Scientists) 6판 번역본,  고민삼 , 권준석 , 최기봉 , 최재영, 홍릉출판사, 2022