Publications

Journal Papers

  1. Kazuhiro Kurita, Kunihiro Wasa, Takeaki Uno, and Hiroki Arimura, “Efficient Enumeration of Induced Matchings in a Graph without Cycles with Length Four,” IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Vol.E101.A, No.9, pp.1383-1391, 2018.
  2. Iku Ohama, Takuya Kida, and Hiroki Arimura, “Discovering Co-Cluster Structure from Relationships between Biased Objects,” IEICE Transactions on Information and Systems, 101-D (12): 3108-3122 (2018)
  3. Shuhei Denzumi, Jun Kawahara, Koji Tsuda, Hiroki Arimura, Shin-ichi Minato, and Kunihiko Sadakane, “DenseZDD: A Compact and Fast Index for Families of Sets,” Algorithms 11(8): 128 (2018).
  4. Fujisawa, Y. Yamashita, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, and K. Saitoh, “Scrambling-type three-mode PLC multiplexer based on cascaded Y-branch waveguide with integrated mode rotator”, IEEE/OSA Journal of Lightwave Technology, vo. 36, no. 10, pp. 1985-1992, May 2018.
  5. Akie, T. Fujisawa, T. Sato, M. Arai, and K. Saitoh, “GeSn/SiGeSn multiple-quantum-well electroabsorption modulator with taper coupler for mid-infrared Ge-on-Si platform”, IEEE Journal of Selected Topics in Quantum Electronics, vol. 24, no. 6, pp. 3400208, Nov./Dec. 2018.
  6. Ohta, T. Fujisawa S. Makino, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, and K. Saitoh, “Si-based Mach-Zehnder wavelength/mode multi/demultiplexer for WDM/MDM transmission system”, Optics Express, vol. 26, no. 12, pp. 15211-15220, Jun. 2018.
  7. Taguchi, T. Fujisawa, Y. Yamashita, S. Makino, N. Hanzawa, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, F. Yamamoto, and K. Saitoh, “A review on PLC-based two-mode multi/demultiplexer designed by wavefront matching method”, IEICE Transactions on Electronics, vol. E101-C, no. 7, pp. 518-526, July 2018.
  8. Nakano, T. Fujisawa, T. Sato, and K. Saitoh, “Beam propagation analysis of optical activity and circular dichroism in helically twisted photonic crystal fiber”, Japanese Journal of Applied Physics, vol. 57, no. 8S2, pp. 08PF06, July 2018.
  9. Sawada, T. Sato, T. Fujisawa, and K. Saitoh, “Development of the wavefront matching method based on the 3-D finite-element method and its application to Si-wire mode converters”, IEEE/OSA Journal of Lightwave Technology, vol. 36, no. 17, pp. 3652-3659, Sept. 2018.
  10. Fujisawa and K. Saitoh, “Off-axis core transmission characteristics of helically twisted photonic crystal fibers”, Optics Letters, vol. 43, no. 20, pp. 4935-4838, Oct. 2018.
  11. Sato, T. Fujisawa, and K. Saitoh, “All-optical diode suppressing broadband backward transmission using single- and four-port photonic crystal cavities”, IEEE Photonics Journal, vol. 11, no. 1, pp. 4900214, Feb. 2019.
  12. Kudo, S. Ohta, E. Taguchi, T. Fujisawa, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, and K. Saitoh, “A proposal of Mach–Zehnder mode/wavelength multi/demultiplexer based on Si/silica hybrid PLC platform”, Optics Communications, vol. 433, pp. 168-172, Feb. 2019.
  13. Kazaha Horii, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama: “Human-centered Image Classification via a Neural Network Considering Visual and Biological Features,” Multimedia Tools and Applications (Accepted for publication)
  14. Yuji Hirai, Naoto Okuda, Naoki Saito, Takahiro Ogawa, Ryuichiro Machida, Shûhei Nomura, Masahiro Ôhara, Miki Haseyama, Masatsugu Shimomura: “The Friction Properties of Firebrat Scales,” Biomimetics (Accepted for publication)
  15. Ryosuke Sawata, Takahiro Ogawa, Miki Haseyama: “Novel Audio Feature Projection Using KDLPCCA-based Correlation with EEG Features for Favorite Music Classification,” IEEE Transactions on Affective Computing (Accepted for publication)
  16. Ren Togo, Kenji Hirata, Osamu Manabe, Hiroshi Ohira, Ichizo Tsujino, Keiichi Magota, Takahiro Ogawa, Miki Haseyama, Tohru Shiga, “Cardiac Sarcoidosis Classification with Deep Convolutional Neural Network-based Features Using Polar Maps,” Computers in Biology and Medicine, vol. 104, pp. 81-86 (2019)
  17. Takahiro Ogawa, Kento Sugata, Ren Togo, Miki Haseyama: “Multi-classifier Decision: Integration of Multiple Brain Activity-based Classifications,” ITE Transactions on Media Technology and Applications, vol. 7, no. 1, pp. 36-44 (2019)
  18. Akira Toyoda, Takahiro Ogawa, Miki Haseyama: “Favorite Video Estimation Based on Multiview Feature Integration via KMvLFDA,” IEEE Access, vol. 6, pp. 63833-63842 (2018)
  19. Takahiro Ogawa, Yuma Sasaka, Keisuke Maeda, Miki Haseyama: “Favorite Video Classification Based on Multimodal Bidirectional LSTM,” IEEE Access, vol. 6, no. 1, pp. 61401-61409 (2018)
  20. Ryosuke Harakawa, Takahiro Ogawa, Tomonari Akamatsu, Miki Haseyama: “Automatic Detection of Fish Sounds Based on Multi-stage Classification Including Logistic Regression via Adaptive Feature Weighting,” The Journal of the Acoustical Society of America (JASA), vol. 144, no. 5, pp. 2709-2718 (2018)
  21. Takahiro Ogawa, Sho Takahashi, Naofumi Wada, Akira Tanaka, Miki Haseyama: “Binary Sparse Representation Based on Arbitrary Quality Metrics and Its Applications,” IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E101-A, no. 11, pp. 1776-1785 (2018)
  22. Ren Togo, Nobutake Yamamichi, Katsuhiro Mabe, Yu Takahashi, Chihiro Takeuchi, Mototsugu Kato, Naoya Sakamoto, Kenta Ishihara, Takahiro Ogawa, Miki Haseyama: “Detection of gastritis by a deep convolutional neural network from double-contrast upper gastrointestinal barium X-ray radiography,” Journal of Gastroenterology, pp. 1-9, October, (2018)
  23. 斉藤僚汰, 髙橋翔, 小川貴弘, 長谷山美紀, “熟練技術者の判定に基づいた道路橋における類似点検データの検索”, 土木学会論文集F3(土木情報学), vol. 74, no. 1, pp. 67-77 (2018)
  24. Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama: “Estimation of Deterioration Levels of Transmission Towers via Deep Learning Maximizing Canonical Correlation between Heterogeneous Features,” IEEE Journal of Selected Topics in Signal Processing, vol. 12, no. 4, pp. 633-644 (2018)
  25. Kento Sugata, Takahiro Ogawa, Miki Haseyama, “Selection of Significant Brain Regions Based on MvGTDA and TS-DLF for Emotion Estimation,” IEEE Access, vol. 6, pp. 32481-32492 (2018)
  26. Ryosuke Harakawa, Takahiro Ogawa, Miki Haseyama: “Tracking Topic Evolution via Salient Keyword Matching with Consideration of Semantic Broadness for Web Video Discovery,” Multimedia Tools and Applications, vol. 77, no. 16, pp. 20297–20324 (2018)
  27. Ryosuke Harakawa, Daichi Takehara, Takahiro Ogawa, and Miki Haseyama: “Sentiment-aware Personalized Tweet Recommendation through Multimodal FFM,” Multimedia Tools and Applications, vol. 77, no. 14, pp. 18741-18759 (2018)
  28. Megumi Takezawa, Hirofumi Sanada, Takahiro Ogawa, Miki Haseyama: “Estimating the Quality of Fractal Compressed Images Using Lacunarity,” IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E101-A, no.6, pp.900-903 (2018)
  29. Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama: “Classification of Class-Imbalanced Inspection Data via Correlation-Maximizing Weighted Extreme Learning Machine,” Advanced Engineering Informatics, vol. 37, pp. 79-87 (2018)
  30. Soh Yoshida, Takahiro Ogawa, Miki Haseyama, Mitsuji Muneyasu: “Graph-Based Video Search Reranking with Local and Global Consistency Analysis,” IEICE Transactions on Information and Systems, vol. E101-D, no. 5, pp. 1430-1440 (2018)
  31. Chisato Sakuma, Tsuyoshi Sekizuka, Makoto Kuroda, Fumio Kasai, Kyoko Saito, Masaki Ikeda, Toshiyuki Yamaji, Naoki Osada, Kentaro Hanada. Novel endogenous simian retroviral integrations in Vero cells: implications for quality control of a human vaccine cell substrate. Rep. 8: 644 (2018).
  32. Fan, Zhenxin, Anbo Zhou, Naoki Osada, Jianqiu Yu, Juan Jiang, Peng Li, Lianming Du, Lili Niu, Jiabo Deng, Huailiang Xu, Jinchuan Xing, Bisong Yue, Jing Li. Ancient hybridization and admixture in macaques (genus Macaca) inferred from whole genome sequences. Phyl. Evol. 127: 376-386 (2018). (International Collaborative Paper)
  33. Masaki Ikeda, Kazuhiro Satomura, Tsuyoshi Sekizuka, Kentaro Hanada, Toshinori Endo, Naoki Osada. Comprehensive phylogenomic analysis reveals a novel cluster of simian endogenous retroviral sequences in Colobinae monkeys. J. Prim. (2018).
  34. McGowan et al. (CDC Forecasting Challenge Team) … Convertino M, Collaborative efforts to forecast seasonal influenza in the United States (2015–2016), Scientific Reports, January 2019 (International Collaborative Paper)
  35. Convertino M, Honore P, Del Rio-Vilas V, An Information-theoretic Portfolio Model for Disease Surveillance Design, September 2018, DOI: 10.13140/RG.2.2.16620.82560, Risk Analysis (International Collaborative Paper)
  36. Servadio J et al… Convertino M, Demographic Inequities in Health Outcomes and Air Pollution Exposure in the Atlanta Area and its Relationship to Urban Infrastructure, October 2018, Journal of Urban Health (International Collaborative Paper)
  37. Servadio J, Convertino M, Optimal information networks: Application for data- driven integrated health in populations, 2018, Science Advances (International Collaborative Paper)
  38. Convertino M et al., Stochastic Pharmacokinetic Pharmacodynamic Modeling for Assessing the Systemic Health Risk of Perfluorooctanoate (PFOA), 2018, Toxicological Sciences (International Collaborative Paper)
  39. Liu Y, Hoppe BO, Convertino M, Threshold Evaluation of Emergency Risk Communication for Health Risks Related to Hazardous Ambient Temperature, 2018, Risk Analysis (International Collaborative Paper)
  40. Charles Jordan, Michael Joswig, Lars Kastner. “Parallel Enumeration of Triangulations”, Electronic Journal of Combinatorics 25(3), #P3.6, 2018. (International Collaborative Paper, Open Access)
  41. Uehashi, Y. Ogawa, T. Nishimura, and T. Ohgane, “Prediction of Time-Varying Multi-User MIMO Channels Based on DOA Estimation Using Compressed Sensing,” IEEE Transactions on Vehicular Technology, vol. 68, no. 1, pp. 565-577, Jan. 2019. doi: 10.1109/TVT.2018.2882214
  42. Tomoumi Takase, Satoshi Oyama, and Masahito Kurihara: Why Does Large Batch Training Result in Poor Generalization? A Comprehensive Explanation and a Better Strategy from the Viewpoint of Stochastic Optimization, Neural Computation, Vol. 30, No. 7, pp. 2005-2023, MIT Press, July 2018. (Impact factor: 1.651)
  43. Tomoumi Takase, Satoshi Oyama, and Masahito Kurihara: Effective Neural Network Training with Adaptive Learning Rate Based on Training Loss, Neural Networks, Vol. 101, pp. 68-78, Elsevier, May 2018. (Impact factor: 7.197)
  44. Hiroaki Okabe, Chikara Shimizu, Maiko Yamamoto, Rei Kikuchi, Akiko Minami, Yi-Fan Chen, Hideyuki Imai, Masahiro Mizuta, Zhen Chen, Hitoshi Chiba, and Shu-Ping : Determination of Serum 25-Hydroxyvitamin D3 by LC/MS/MS and Its Monthly Variation in Sapporo Indoor Workers, JSAC Analytical Sciences, 34, 9, pp.1043-1047, 2018
  45. Junki Tanaka and Toru Ohmoto, Geometric algebra and singularities of ruled and developable surfaces (2018) arXiv:1808.10587 (to be published in 2019 or 2020.)
  46. M. Bigatti, E. Palezzato and M. Torielli, New characterizations of freeness for hyperplane arrangements. arXiv:1801.09868. To appear in Journal of Algebraic Combinatorics. (International Collaborative Paper)
  47. Torielli and S. Tsujie, Freeness of hyperplane arrangements between boolean arrangements and Weyl arrangements of type Bl. arXiv:1807.02432. Submitted.
  48. Pahlavsay, E. Palezzato and M. Torielli, 3-tuple total domination number of rook’s graphs. arXiv:1807.08104. Submitted.

Internatinal Conference Papers

  1. Yoshikazu Miyanaga, Hiroshi Tsutsui, Junji Yamano, Masaki Miura, Tohru Gotoh, Takashi Imagawa, “Development of Real-time FHD Loss-Less Video Communication over an 8×8 MIMO-OFDM System,” Proceedings of Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Nov. 2018.
  2. Yoshikazu Miyanaga, Hiroshi Tsutsui, Junji Yamano, Masaki Miura, Tohru Gotoh, Takashi Imagawa, “Development of High Performance RF Modules Used in Real-time FHD Video Communication over 8×8 MIMO-OFDM System,” Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Nov. 2018.
  3. Jiayue Tang, Yu Tian, Xiaonan Jiang, Hiroshi Tsutsui, Yoshikazu Miyanaga, “An Evaluation of Keyword Detection Using ACF of Pitch for Robust Speech Recognition,” Proceedings of International Symposium on Communications and Information Technologies (ISCIT), pp. 96-100, Sep. 2018.
  4. Yu Tian, Jiayue Tang, Xiaonan Jiang, Hiroshi Tsutsui, Yoshikazu Miyanaga, “Accuracy on Children’s Speech Recognition under Noisy Circumstances,” Proceedings of International Symposium on Communications and Information Technologies (ISCIT), pp. 101-104, Sep. 2018.
  5. Yu Tian, Jiayue Tang, Xiaonan Jiang, Hiroshi Tsutsui, Yoshikazu Miyanaga, “Robust Children Isolated Speech Recognition System Using RSA and RSF,” Proceedings of International Symposium on Multimedia and Communication Technology (ISMAC), pp. 113-116, Aug. 2018.
  6. Jiayue Tang, Yu Tian, Xiaonan Jiang, Hiroshi Tsutsui, Yoshikazu Miyanaga, “Keyword Detection Using F0-VAD in Robust Isolated Phase Recognition System,” Proceedings of International Symposium on Multimedia and Communication Technology (ISMAC), pp. 121-124, Aug. 2018.
  7. Yunako Katagishi, So Tsuyuguchi, Hiroshi Tsutsui, Yoshikazu Miyanaga, “An Evaluation of Entropy Coding Approaches in Block-Based Adaptive Lossless Image Coding Method for Embedded Systems,” Proceedings of International Symposium on Multimedia and Communication Technology (ISMAC), Aug. 2018.
  8. Ei Ei Tun, Supavadee Aramvith, Yoshikazu Miyanaga, “Feature Reduction on Fuzzy SVM-Based Coding Unit Decision in HEVC,” Proceedings of International Conference on Engineering, Applied Sciences and Technology (ICEAST 2018), pp. 999-1002, Track 4 (Telecommunications, Computer Science, Instrumentation and Control, Electrical and Electronic Engineering), Jul. 2018. (International Collaborative Paper)
  9. Hay Mar Soe Naing, Risanuri Hidayat, Bondhan Winduratna, Yoshikazu Miyanaga, “Comparison of Three Auditory Frequency Scales in Feature Extraction on Myanmar Digits Recognition,” Proceedings of International Conference on Information Technology and Electrical Engineering (ICITEE), pp. 254-259, Jul. 2018. (International Collaborative Paper)
  10. Kazuhiro Kurita, Kunihiro Wasa, Hiroki Arimura, and Takeaki Uno, “Efficient Enumeration of Dominating Sets for Sparse Graphs,” Proceedings of the 29th International Symposium on Algorithms and Computation (ISAAC 2018), 8:1-8:13, December 2018. (reviewed)
  11. Kazuhiro Kurita, Kunihiro Wasa, Alessio Conte, Takeaki Uno, and Hiroki Arimura, “Efficient Enumeration of Subgraphs and Induced Subgraphs with Bounded Girth,” Proceedings of the 29th International Workshop on Combinatorial Algorithms (IWOCA 2018), Lecture Notes in Computer Science, Springer, vol.10979, pp.201-213, 2018. (reviewed)
  12. Sato, T. Fujisawa, and K. Saitoh, “Novel All-Optical Diode based on Single-Port and Four-Port Photonic Crystal Cavities”, OptoElectronics and Communications Conference (OECC), Paper 4D2-2, Jeju, Korea, July 2-6, 2018.
  13. Takano, T. Sato, Y. Sawada, T. Fujisawa, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, and K. Saitoh, “Proposal of Si Four-Wavelength Multiplexer using Higher-Order Mode for 100GbE”, OptoElectronics and Communications Conference (OECC), Paper 4E2-4, Jeju, Korea, July 2-6, 2018.
  14. Sawada, T. Sato, T. Fujisawa, and K. Saitoh, “A Broadband Silicon Two-Mode Multiplexer Designed by Wavefront Matching Method”, OptoElectronics and Communications Conference (OECC), Paper 5E4-4, Jeju, Korea, July 2-6, 2018.
  15. Fujisawa, M. Arai, and K. Saitoh, “Microscopic Gain Analysis of Modulation-Doped GeSn Quantum Well: Epitaxial Design toward High-Temperature Lasing”, International Conference on Group IV Photonics (GFP), Paper WA3, Cancun, Mexico, Aug. 29-31, 2018.
  16. Sato, K. Yoshida, T. Fujisawa, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, and K. Saitoh, “Suppression of Group-Delay Spread in Coupled Two-LP-Mode Four-Core Fiber”, IEEE Photonics Conference (IPC 2018), Paper MA4.2, Reston, USA, Sept. 30-Oct. 4, 2018.
  17. Takano, T. Fujisawa, T. Sato, Y. Sawada, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, and K. Saitoh, “Low-loss and Fabrication-tolerant Si Four-wavelength Multiplexer Using Higher-order Mode for 100/400GbE”, Optical Fiber Communication Conference (OFC), Paper Tu2J.2, San Diego, USA, Mar. 3-7, 2019.
  18. Sawada, T. Fujisawa, T. Sato, and K. Saitoh, “First Experimental Demonstration of Wavefront-matching-method-designed Silicon Mode Converters”, Optical Fiber Communication Conference (OFC), Paper W3B.4, San Diego, USA, Mar. 3-7, 2019.
  19. Kudo, T. Fujisawa, T. Sakamoto, T. Matsui, K. Tsujikawa, K. Nakajima, and K. Saitoh, “A Broadband Mode Divider with Arbitrary Branching Ratio Based on Wavelength-insensitive Coupler”, Optical Fiber Communication Conference (OFC), Paper Th2A.4, San Diego, USA, Mar. 3-7, 2019.
  20. Genki Suzuki, Sho Takahashi, Takahiro Ogawa and Miki Haseyama: “Field Position Estimation in Soccer Videos Using Convolutional Neural Network-based Image Features,” 2019 International Workshop on Advanced Image Technology (IWAIT), p. 164 (2019)
  21. Taiga Matsui, Naoki Saito, Takahiro Ogawa, Satoshi Asamizu and Miki Haseyama: “Gaze-based Visual Feature Extraction via DLPCCA for Visual Sentiment Estimation,” The 2019 joint International Workshop on Advanced Image Technology & International Forum on Medical Imaging in Asia, p. 122 (2019)
  22. Naoki Saito, Takahiro Ogawa, Satoshi Asamizu, Miki Haseyama: “Classification of Tourism Categories Based on Heterogeneous Features Considering Existence of Reliable Results,” The 2019 joint International Workshop on Advanced Image Technology & International Forum on Medical Imaging in Asia, p. 223 (2019)
  23. Haruna Watanabe, Ren Togo, Takahiro Ogawa, Miki Haseyama, Koichi Yasuda, Khin Khin Tha, Kohsuke Kudo, Hiroki Shirato: “Automatic Metastatic Bone Tumor Classification with DCNN-based Features Using Treatment-planning CT Images,” The 2019 joint International Workshop on Advanced Image Technology & International Forum on Medical Imaging in Asia, p. 8 (2019)
  24. Tomoki Haruyama, Sho Takahashi, Takahiro Ogawa, Miki Haseyama: “Estimation of Important Scenes in Soccer Videos Based on Collaborative Use of Audio-Visual CNN Features,” 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), pp. 675-676 (2018)
  25. Genki Suzuki, Sho Takahashi, Takahiro Ogawa and Miki Haseyama: “Team Tactics Estimation in Soccer Videos via Deep Extreme Learning Machine Based on Players Formation,” 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), pp. 85-86 (2018)
  26. Shoji Takimura, Ryosuke Harakawa, Takahiro Ogawa, Miki Haseyama: ” Twitter Followee Recommendation Based on Multimodal FFM Considering Social Relations,” 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), pp. 173-174 (2018)
  27. Kazaha Horii, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama: “A Human-Centered Neural Network Model with Discriminative Locality Preserving Canonical Correlation Analysis for Image Classification,” 25th IEEE International Conference on Image Processing (ICIP), pp. 2366-2370 (2018)
  28. Yusuke Akamatsu, Ryosuke Harakawa, Takahiro Ogawa and Miki Haseyama: “Estimation of Viewed Image Categories via CCA Using Human Brain activity,” 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), pp. 171-172 (2018)
  29. Masanao Matsumoto, Naoki Saito, Takahiro Ogawa, Miki Haseyama: “Missing Image Data Estimation via Iterative Convolutional Sparse Coding,” 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), p. 169,170 (2018)
  30. Yuya Moroto, Keisuke Maeda, Takahiro Ogawa and Miki Haseyama: “User-centric Visual Attention Estimation Based on Relationship Between Image and Eye Gaze Data,” 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), pp. 44-45 (2018)
  31. Rintaro Yanagi, Ren Togo, Takahiro Ogawa and Miki Haseyama: “Image Retrieval from Vague Description Based on AttnGAN,” 2018 IEEE 7th Global Conference on Consumer Electronics (GCCE 2018), pp. 167-168 (2018)
  32. Ren Togo, Kenta Ishihara, Takahiro Ogawa, Miki Haseyama: “Anonymous Gastritis Image Generation via Adversarial Learning from Gastric X-ray Images,” International Conference on Image Processing (ICIP), pp. 2082-2086 (2018)
  33. Naoki Saito, Takahiro Ogawa, Satoshi Asamizu, Miki Haseyama: “Tourism Category Classification Based on Novel Decision-making Process from Multiple Results,” GI-CoRE GSQ, GSB & IGM Joint Symposium (2018)
  34. Keisuke Maeda, Sho Takahashi, Takahiro Ogawa, Miki Haseyama: “Distress Classification via Neural Network Maximizing Canonical Correlation between Multi-modal Features,” GI-CoRE GSQ, GSB & IGM Joint Symposium (2018)
  35. Yui Matsumoto, Ryosuke Harakawa, Takahiro Ogawa, Miki Haseyama: “Simultaneous Realization of Multiple Music Video Applications Based on Heterogeneous Network Analysis via Latent Link Estimation,” IEEE International Conference on Multimedia and Expo (ICME2018), pp. 1-6 (2018)
  36. Tetsuya Kushima, Sho Takahashi, Takahiro Ogawa, Miki Haseyama: “Interest Level Estimation of Items via Matrix Completion Based on Adaptive User Matrix Construction,” IEEE International Conference on Multimedia and Expo (ICME2018), pp. 1-6 (2018)
  37. Ren Togo, Kenji Hirata, Osamu Manabe, Hiroshi Ohira, Ichizo Tsujino, Takahiro Ogawa, Miki Haseyama, Tohru Shiga: “Use of Deep Convolutional Neural Network-based Features for Detection of Cardiac Sarcoidosis from Polar Map,” Society of Nuclear Medicine and Molecular Imaging Annual Meeting 2018 (SNMMI) (2018)
  38. Naoki Saito, Takahiro Ogawa, Satoshi Asamizu, Miki Haseyama: “Tourism Category Classification on Image Sharing Services Through Estimation of Existence of Reliable Results,” ACM International Conference on Multimedia Retrieval (ICMR2018), pp. 493-496 (2018)
  39. Ren Togo, Kenta Ishihara, Takahiro Ogawa, Miki Haseyama: “Anonymous Image Data Generation from Gastric X-ray Images for Improving Gastritis Recognition Performance,” IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp. 181-182 (2018)
  40. Akira Toyoda, Takahiro Ogawa, Miki Haseyama: “Semi-supervised Multiple Feature Fusion for Video Preference Estimation,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 891-895 (2018)
  41. Yoshiki Ito, Takahiro Ogawa, Miki Haseyama: “SFEMCCA: Supervised Fractional-order Embedding Multiview Canonical Correlation Analysis for Video Preference Estimation,” IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 3086-3090 (2018)
  42. Masaharu Yoshioka: Analysis of COLIEE Information Retrieval Task Data. In New Frontiers in Artificial Intelligence. JSAI-isAI 2017. Lecture Notes in Computer Science, 5-19, Springer International Publishing, Cham, LNCS10838, 2018.
  43. Masaharu Yoshioka and Zihao Song: HUKB at COLIEE2018 Information Retrieval Task. In Proceedings of the twelfth International Workshop on Juris-Informatics (JURISIN2018), 183-193, The Japanese Society of Artificial Intelligence, 2018.
  44. Masaharu Yoshioka, Yoshinobu Kano, Naoki Kiyota, and Ken Satoh: Overview of Japanese Statute Law Retrieval and Entailment Task at COLIEE-2018. In Proceedings of the twelfth International Workshop on Juris-Informatics (JURISIN2018), 117-128, The Japanese Society of Artificial Intelligence, 2018.
  45. Masaharu Yoshioka: WC3: Wikipedia Category Comprehensiveness Checker based on the DBpedia Metadata Database. In Workshop and Poster Proceedings of the 8th Joint International Semantic Technology Conference co-located with the 8th Joint International Semantic Technology Conference (JIST 2018), 98-101, 2018.
  46. Masaharu Yoshioka, Myungha Jang, James Allan, and Noriko Kando: Visualizing Polarity-based Stances of News Websites. In Proceedings of the Second International Workshop on Recent Trends in News Information Retrieval co-located with 40th European Conference on Information Retrieval (ECIR 2018), Grenoble, France, March 26, 2018, 6-8, 2018. (GI-CoRE International Collaborative Paper)
  47. Understanding the correlation between amino acid essentialness and disease causality. Sangeetha Ratnayake, Toshinori Endo, Naoki Osada. 2018 Winter International Symposium on Big-Data, Cybersecurity and IoT 北海道大学情報科学研究科 2018年12月20日(口頭発表)
  48. Hoshikawa, T. Nishimura, T. Ohgane, Y. Ogawa, and J. Hagiwara, “Performance Comparison of Compressed Sensing Algorithms for DOA estimation of Multi-band Signals,” Proceedings of IEEE WPNC 2018, Oct. 2018.
  49. Kase, T. Nishimura, T. Ohgane, Y. Ogawa, D. Kitayama, and Y. Kishiyama, “DOA Estimation of Two Targets with Deep Learning,” Proceedings of IEEE WPNC 2018, Oct. 2018.
  50. Watabe, T. Nishimura, T. Ohgane, Y. Ogawa, and J. Hagiwara, “Superposed 16-QAM Signal Detection Using GaBP in a Massive MIMO System,” Proceedings of APSIPA 2018, Nov. 2018.
  51. Saito, Y. Ogawa, T. Nishimura, T. Ohgane, and J. Hagiwara, “Computational Complexity Reduction of Receive Weight Matrices in Massive MIMO SC-FDE”, Proceedings of ICNC 2019 (CNC Workshop), Feb. 2019.
  52. Suzuki, T. Nishimura, T. Ohgane, Y. Ogawa, and J. Hagiwara, “A Study on Layouts of Distributed Antenna Arrays in an Indoor Multi-User Massive MIMO System”, Proceedings of ICNC 2019 (CNC Workshop), Feb. 2019.
  53. Kei Takada, Hiroyuki Iizuka, Subhransu Maji, Masahito Yamamoto: Mutual learning between human and machine to develop a human-machine interface to operate multi-DOF robots, 24th International Symposium on Artificial Life and Robotics (AROB 24th 2019), 2019 (International Collaborative Paper)
  54. Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto: Modeling place and head-direction cells self-organized in different environments using recurrent neural networks, 24th International Symposium on Artificial Life and Robotics (AROB 24th 2019), 2019
  55. Naohiro Shibuya, Hiroyuki Iizuka and Masahito Yamamoto: Group Decision Making through Behavioral Interaction in Robot Swarm, 2019 IEEE/SICE International Symposium on System Integration (SII2019), 764 – 769, 2019
  56. Kenji Hirata, Hiroyuki Iizuka, Masahito Yamamoto: Deep Reinforcement Learning Method Enabling Stable Learning in Multi-Agent Environment, The 22nd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2018), 163~168, 2018
  57. Hironobu Horiuchi, Hiroyuki Iizuka, Masahito Yamamoto: Differentiation of communication signals to establish cooperation using Deep Q-Network, The 22nd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2018), 156~162, 2018
  58. Jing Song, Satoshi Oyama, and Masahito Kurihara: Identification of Possible Common Causes by Intrinsic Dimension Estimation, In Proceedings of the 2019 IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019). Kyoto, Japan, February 2019. (Acceptance rate of full papers: 23%)
  59. Tomoumi Takase, Satoshi Oyama and Masahito Kurihara: Evaluation of Stratified Validation in Neural Network Training with Imbalanced Data, In Proceedings of the 2019 IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2019). Kyoto, Japan, February 2019. (Acceptance rate of short papers: 43%)
  60. Kyohei Atarashi, Subhransu Maji, and Satoshi Oyama: Random Feature Maps for the Itemset Kernel, In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), Honolulu, HI, USA, January 2019. (Acceptance rate: 16%) (International Collaborative Paper)
  61. Takafumi Suzuki, Satoshi Oyama, and Masahito Kurihara: Toward Explainable Recommendations: Generating Review Text from Multicriteria Evaluation Data, In Proceedings of the Second IEEE Workshop on Human-in-the-loop Methods and Human Machine Collaboration in BigData (IEEE HMData 2018), in conjunction with the 2018 IEEE International Conference on Big Data (IEEE Big Data 2018), pp. 3548-3550, Seattle, WA, USA, December 2018.
  62. Yuko Sakurai, Jun Kawahara, and Satoshi Oyama: Aggregating Crowd Opinions Using Shapley Value Regression, In Proceedings of the 12th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI 2018), Lecture Notes in Computer Science, Vol. 11248, pp. 151-160, Hanoi, Vietnam, November 2018. (Acceptance rate of full papers: 29%)
  63. Taiju Matsui, Satoshi Oyama, and Masahito Kurihara: Effect of Viewing Directions on Deep Reinforcement Learning in 3D Virtual Environment Minecraft, In Proceedings of the 21st International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2018), Lecture Notes in Computer Science, Vol. 11224, pp. 527-534, Tokyo, Japan, October 2018.
  64. Hiroyuki Ihara, Shunsuke Imai, Satoshi Oyama, and Masahito Kurihara: Implementation and Evaluation of Information Set Monte Carlo Tree Search for Pokémon, In Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018), pp. 2178-2183, Miyazaki, Japan, October 2018. (acceptance rate: 57%)
  65. Jing Song, Satoshi Oyama, and Masahito Kurihara: A Framework for Crowd-based Causal Analysis of Open Data, In Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018), pp. 2184-2189, Miyazaki, Japan, October 2018. (acceptance rate: 57%)
  66. Tomoumi Takase, Satoshi Oyama, and Masahito Kurihara: Longer Distance Weight Prediction for Faster Training of Neural Networks, In Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018), pp. 2190-2195, Miyazaki, Japan, October 2018. (acceptance rate: 57%)
  67. Uno, K., Hirano,A., Hashizume, H., Sugimoto, M.: Illegal Photograph Detection under Modulated LED Illumination, In Proceedings of PerCom 2019, Kyoto, Japan, 2019 (to appear).
  68. Piriyothinkul, B., Pasupa, K, Sugimoto, M.: Detecting Text in Manga using Stroke Width Transform, In Proceedings of KST 2019, Phuket, Thailand, 2019 (to appear).
  69. Hirano, A., Shimada, S., Hashizume, H., Sugimoto, M.: Selective Visible Light Communication for Multiple Video Cameras using a Single Light Source, In Proceedings of ACM SenSys 2018, Shenzhen, China, pp. 335-336, 2018.
  70. Shimada, S., Hashizume, H., Sugimoto, M.: Indoor Positioning Using Reflected Light and a Video Camera, In Proceedings of IPIN 2018, Nantes, France, pp. 1-8, 2018.
  71. Murakami, H., Nakamura, M., Yamasaki, S., Hashizume, H., Sugimoto, M.: Smartphone Localization using Active–Passive Acoustic Sensing, In Proceedings of IPIN 2018, Nantes, France, pp. 1-8, 2018.
  72. Alfarozi, S., Amaya S,, Hashizume, H., Woraratpanya, K. Sugimoto, M.: Robust and Unified System for Visible Light Communication with CMOS Camera Using Neural Decoding, In Proceedings of ISIP2018, Fukuoka, Japan (2018).
  73. Sugimoto, M., Kumaki, H., Akiyama, T., Hashizume, H.: High-speed Optical Camera Communication using an Optimally Modulated Signal, In Proceedings of IEEE ICASSP 2018, Calgary, Canada, pp. – (2018).
  74. M. Bigatti, E. Palezzato and M. Torielli, Two new characterizations of free hyperplane arrangements. Monografias de la Real Academia de Ciencias. Zaragoza. 43: 59-62, (2018). ISSN: 1132-6360. (International Collaborative Paper)