[D-19] Information Based Induction Sciences and Machine Learning | General Conference of the Institute of Electronics, Information and Communication Engineers

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一般セッションD. Information and Systems Society : D-19．Information Based Induction Sciences and Machine Learning

[D-19]Information Based Induction Sciences and Machine Learning

Wed. Mar 11, 2026 9:30 AM - 12:15 PM JST
Wed. Mar 11, 2026 12:30 AM - 3:15 AM UTC

Building 2 4F 2E405(Kyushu Sangyo University)

Chair:HIDETOSHI SAITOH(Kogakuin University), YOSHIHIRO OSAKABE(Hitachi Ltd.)

9:30 AM - 9:45 AM JST(12:30 AM - 12:45 AM UTC)Candidate for Academic Incentive Award

[D-19-07]A Training-Cost-Aware Loss Function for Efficient Transfer Learning

◎Ayumi Seki¹, Akihiro Kimura¹, Satoshi Nishiyama¹, Ken Takahashi¹ (1. NTT Inc.)

9:45 AM - 10:00 AM JST(12:45 AM - 1:00 AM UTC)Candidate for Academic Incentive Award

[D-19-08]機械学習モデル更新時の説明変化を抑えるデータ合成手法

◎Tsukasa Yamakura¹, Yuzuru Okajima¹, Ryuta Matsuno¹, Yoichi Sasaki¹, Thiem Van Chu² (1. NEC Corporation, 2. Institute of Science Tokyo)

10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

[D-19-09]Bayes-Optimal Prediction under Concept Drift Based on Statistical Decision Theory

〇Yuta Tanizaki¹, Tota Suko¹ (1. Waseda University)

10:15 AM - 10:30 AM JST(1:15 AM - 1:30 AM UTC)Career Explorer

[D-19-10]A Post-Hoc Correction Framework for Intent Injection in Tabular Synthetic Data Generation

〇△Shizuku Wakaki¹, Takashi Obi¹, Joong-Sun Lee¹ (1. Institute of Science Tokyo)

10:30 AM - 10:45 AM JST(1:30 AM - 1:45 AM UTC)

[D-19-11]Graph Neural Network Incorporating Structural Uncertainty and Its Evaluation on Protein Structural Order Classification

〇Yoshihiro Osakabe¹, Takamasa Sakai², Akinori Asahara¹ (1. Hitachi, Ltd., 2. The University of Tokyo)

10:45 AM - 11:00 AM JST(1:45 AM - 2:00 AM UTC)

Break time

11:00 AM - 11:15 AM JST(2:00 AM - 2:15 AM UTC)Candidate for Academic Incentive Award

[D-19-12]Predicting Taxiing Times at Haneda Airport Considering Structural Geographic Information and Congestion Conditions

◎Takumi Fuyuki¹, Tomoyuki Higuchi¹ (1. Chuo University.)

11:15 AM - 11:30 AM JST(2:15 AM - 2:30 AM UTC)Candidate for Academic Incentive Award

[D-19-13]Domain Adaptation of Color Latent Representation Learning with Generic Multimodal Embeddings:Design of an Image/Text-Conditional CVAE on Tablet Appearance Data

◎Taisei Takeda¹, Tomoyuki Higuchi¹ (1. Chuo University)

11:30 AM - 11:45 AM JST(2:30 AM - 2:45 AM UTC)

[D-19-14]Functional Neuronal Ensemble Inference by Hierarchical Bayesian Modeling Based on Ensemble Activity Distribution Inference

〇Yu Takei¹, Shun Kimura², Koujin Takeda¹ (1. Ibaraki Univ., 2. Gunma Univ.)

11:45 AM - 12:00 PM JST(2:45 AM - 3:00 AM UTC)Candidate for Academic Incentive Award

[D-19-15]Evaluation and Optimization of Credit Card Fraud Detection Using a Stacking Model: A Study on the IEEE–CIS Datasets

◎Watchapon Wongapinya^1,2, Koji Tajima¹, Tanapon Keatsamarn², Saung Hnin Pwint Oo² (1. National Institute of Technology, Gifu College, 2. KOSEN – KMITL, Thailand)

12:00 PM - 12:15 PM JST(3:00 AM - 3:15 AM UTC)Candidate for Academic Incentive Award

[D-19-16]連続時間型の拡散モデルを用いた混合型時系列EHRの生成

◎Shaonan Liu¹, Yuichiro Iwashita², Soichiro Nakako³, Masakazu Iwamura¹, Koichi Kise^1,2 (1. Graduate School of Informatics, Osaka Metropolitan Univ., 2. DFKI GmbH, 3. Graduate School of Medicine, Osaka Metropolitan Univ.)

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