Journal Papers

  1. Naoki Hijiya, Yoshiyuki Tsukamoto, Chisato Nakada, Nguyen Lam Tung, Tomoki Kai, Keiko Matsuura, Kohei Shibata, Masafumi Inomata, Tomohisa Uchida, Akinori Tokunaga, Kohei Amada, Kuniaki Shirao, Yasunari Yamada, Hiromu Mori, Ichiro Takeuchi, Masao Seto, Masahiro Aoki, Mutsuhiro Takekawa, and Masatsugu Moriyama.
    Genomic loss of DUSP4 contributes to the progression of intraepithelial neoplasm of pancreas to invasive carcinoma,
    Cancer Research, vol.76, pp.2612-2625, 2016 May.
  2. Kazuaki Toyoura, Daisuke Hirano, Atsuto Seko, Motoki Shiga, Akihide Kuwabara, Masayuki Karasuyama, Kazuki Shitara, Ichiro Takeuchi
    Machine-learning-based selective sampling procedure for identifying the low-energy region in a potential energy surface: A case study on proton conduction in oxides
    Physical Review B, 93 054112, 2016 Feb.
  3. Yamada Y., Matsui K., Takeuchi I., Oguri M., Fujimaki T.
    Association of genetic variants of the alpha-kinase 1 gene with type 2 diabetes mellitus in a longitudinal population-based genetic epidemiological study.
    Biomedical Reports, vol. 3, pp. 347-354, 2015 May.
  4. Yamada Y., Matsui K., Takeuchi I., Fujimaki T.
    Association of genetic variants with coronary artery disease and ischemic stroke in a longitudinal population-based genetic epidemiological study.
    Biomedical Reports, vol. 3, pp. 413-419, 2015 May.
  5. Yamada Y., Matsui K., Takeuchi I., Fujimaki T.
    Association of genetic variants with dyslipidemia and chronic kidney disease in a longitudinal population-based genetic epidemiological study.
    International Journal of Molecular Medicine, vol. 35, pp. 1290-1300, 2015 May.
  6. Yamada Y., Matsui K., Takeuchi I., Oguri M., Fujimaki T.
    Association of genetic variants with hypertension in a longitudinal population-based genetic epidemiological study.
    International Journal of Molecular Medicine, vol. 35, pp. 1189-1198, 2015 May.
  7. Narimatsu T., Matsuura K., Nakada C., Tsukamoto Y., Hijiya N., Kai T., Inoue T., Uchida T., Nomura T., Sato F., Seto M., Takeuchi I., Mimata H., Moriyama M.
    Downregulation of NDUFB6 due to 9p24.1-p13.3 loss is implicated in metastatic clear cell renal cell carcinoma
    Cancer Medicine, vol. 4, pp. 112-124, 2015 Jan.
  8. Tanahashi K., Natsume A., Ohka F., Momota H., Kato A., Motomura K., Watabe N., Muraishi S., Nakahara H., Saito Y., Takeuchi I., Wakabayashi T.
    Assessment of tumor cells in a mouse model of diffuse infiltrative glioma by Raman spectroscopy
    BioMed Research International, vol. 2014, Article ID 860241, 2014 Aug
  9. Matsuoka F., Takeuchi I., Agata H., Kagami H., Shiono H., Kiyota Y., Honda H., Kato R.
    Characterization of time-course morphological features for efficient prediction of osteogenic potential in human mesenchymal stem cells
    Biotechnology and Bioengineering, vol. 111, no. 7. pages 1430-1439, 2014 July
  10. Suguro M., Yoshida N., Umino A., Kato H., Tagawa H., Nakagawa M., Fukuhara N., Karnan S., Takeuchi I, Hocking TD., Arita K., Karube K., Tsuzuki S., Nakamura S., Kinoshita T., Seto M.
    Clonal heterogeneity of lymphoid malignancies correlates with poor prognosis
    Cancer Science, vol. 105, no. 7, pages 897-904, 2014 Jul
  11. Sasaki H., Takeuchi I., Okada M., Sawada R., Kanie K., Kiyota Y., Honda H., Kato R.
    Label-free morphology-based prediction of multiple differentiation potentials of human mesenchymal stem cells for early evaluation of intact cells
    PLoS ONE, 9(4), e93952, 2014 Apr
  12. Isu N., Hasegawa T., Takeuchi I., Morimoto A.
    Quantitative analysis of time-course development of motion sickness by in-vehicle video watching
    Display, vol. 35, no. 2, pp. 90-97, 2014 April
  13. Guo Y., Takeuchi I., Karnan S., Miyata T., Ohshima K., Seto M.
    Array CGH profiling of immunohistochemical subgroups of diffuse large B-cell lymphoma shows distinct genomic alterations
    Cancer Science, vol.105. no.4, pp.481-489, 2014 April
  14. Murakami-Tonami Y., Kishida S., Takeuchi I., Katou Y., M. Maris J., Ichikawa H., Kondo Y., Sekido Y., Shirahige K., Murakami H., Kadomatsu K.
    Inactivation of SMC2 shows a synergistic lethal response in MYCN-amplified neuroblastoma cells
    Cell Cycle, vol.13, no.7, pp.1-17, 2014 Apr
  15. Chang J., Oikawa S., Iwahashi H., Kitagawa E., Takeuchi I., Yuda M., Kato C., Yamada Y., Ichihara G., Kato M., Ichihara S.
    Expression of proteins associated with adipocyte lipolysis was significantly changed in the adipose tissues of the obese spontaneously hypertensive/NDmcr-cp rat
    Diabetology & Metabolic Syndrome, vol.6, no.1, pp.1-9, 2014 Jan
  16. duVerle D., Takeuchi I., Murakami-Tonami Y., Kadomatsu K., Tsuda K.
    Discovering Combinatorial Interactions in Survival Data.
    Bioinformatics, vol.29, no.23, pp.3053-3059, 2013 Dec
  17. Sugiyama M., Kanamori T., Suzuki T., du Plessis MC., Liu S., Takeuchi I.
    Density-Difference Estimation
    Neural Computation, vol.25, no.10, pp.2734-2775, 2013 Oct
  18. Natsume A., Ito M., Katsushima K., Ohka F., Hatanaka A., Shinjo K., Sato S., Takahashi S., Ishikawa Y., Takeuchi I., Shimogawa H., Uesugi M., Okano H., Kim S., Wakabayashi T., Jean-Pierre I., Sekido Y., Kondo Y.
    Chromatin regulator PRC2 is a key regulator of epigenetic plasticity in glioblastoma
    Cancer Research, vol.73, no.14, pp.4559-4570, 2013 Jul
  19. Matsuoka F., Takeuchi I., Agata H., Kagami H., Shiono H., Kiyota Y., Honda H., Kato R.
    Morphology-based prediction of osteogenic differentiation potential of human mesenchymal step cells
    Plos One, vol.8, no.2, e55082, 2013 Feb
  20. Yoshioka S., Tsukamoto Y., Hijiya N., Nakada C., Uchida T., Matsuura K., Takeuchi I., Seto M., Kawano K., Moriyama M.
    Genomic profiling of oral squamous cell carcinoma by array-based comparative genomic hybridization
    Plos One vol.8, no.2: e56165, 2013 Feb
  21. Karasuyama M., Harada N., Sugiyama M., Takeuchi I.
    Multi-parametric Solution-path Algorithm for Instance-weighted Support Vector Machines
    Machine Learning, vol.88, no.3, pp.297-330, 2012 Sep
  22. Chang J., Oikawa S., Ichihara G., Nanpei Y., Hotta Y., Yamada Y., Tada-Oikawa S., Iwahashi H., Kitagawa E., Takeuchi I., Yuda M., Ichihara S.
    Altered gene and protein expression in liver of the obese spontaneously hypertensive/NDmcr-cp rat
    Nutrition and Metabolism, vol.9:87, 2012 Sep
  23. Shinjo K., Okamoto Y., An B., Yokoyama T., Takeuchi I., Fujii M., Osada H., Usami N., Hasegawa Y., Ito H., Hida T., Fujimoto N., Kishimoto T., Sekido Y., Kondo Y.
    Integrated analysis of genetic and epigenetic alterations reveals CpG island methylator phenotype associated with distinct clinical characters of lung adenocarcinoma
    Carcinogenesis, vol.33, no.7, pp.1277-1285, 2012 Jul
  24. Okamoto Y., Ito A Sawaki, S., Nishida T., Takahashi T., Toyota M., Suzuki H., Shinomura Y., Takeuchi I., Shinjo K., Ito K. Yamao B An, H., Fujii M., Murakami H., Osada H., Kataoka H., Joh T., Sekido Y., Kondo Y.
    Aberrant DNA methylation associated with aggressiveness of gastrointestinal stromal tumor
    GUT, vol.61, no.3, pp 392-401, 2012 Mar
  25. Kishida Y., Natsume A., Kondo Y., Takeuchi I, An B., Okamoto Y., Shinjo K., Saito K., Ando H., Ohka F., Sekido Y., Wakabayashi T.
    Epigenetic subclassification of meningiomas based on genome-wide DNA methylation analyses
    Carcinogenesis, vol.32, no.2, pp.436-441, 2012 Feb
  26. Matsuura K., Nakada C., Mashio M., Narimatsu T., Yoshimoto T., Tanigawa M., Tsukamoto Y., Hijiya N., Takeuchi I., Nomura T., Sato F., Mimata H., Seto M., Moriyama M.
    Downregulation of SAV1 plays a role in pathogenesis of high-grade clear cell renal cell carcinoma
    BMC Cancer 2011, 11:523, 2011 Dec
  27. Karasuyama M., Takeuchi I.
    Nonlinear Regularization Path for Quadratic Loss Support Vector Machines
    IEEE Transactions on Neural Networks, vol.22, no.10, pp 1613-1625, 2011 Oct
  28. Karube K., Nakagawa M., Tsuzuki S., Takeuchi I., Honma K., Nakashima Y., Shimizu N., H. Ko Y., Morishima Y., Ohshima K., Nakamura S., Seto M.
    Identification of FOXO3 and PRDM1 as tumor suppressor gene candidates in NK cell neoplasms by genomic and functional analyses
    Blood, vol.118, no.12, pp 3195-3204, 2011 Sep
  29. Kuroda A., Tsukamoto Y., T. Nguyen L., Noguchi T., Takeuchi I., Uchida M., Uchida T., Hijiya N., Nakada C., Okimoto T., Kodama M., Murakami K., Matsuura K., Seto M., Ito H., Fujioka T., Moriyama M.
    Genomic profiling of submucosal-invasive gastric cancer by array-based comparative genomic hybridization
    PLoS ONE, vol 6, no 7, e22313, 2011 Jul
  30. Huang P., Kishida S., Cao D., Murakami-Tonami Y., Mu P., Nakaguro M., Koide N., Takeuchi I., Onishi A., Kadomatsu K.
    NeuroD1 Downregulates Slit2 Expression and Promotes Cell Motility and Tumor Formation of Neuroblastoma
    Cancer Research, vol.71, no.8, pp 2938-2948, 2011 Apr
  31. Ju H., Okamoto B An, Y., Shinjo K., Kanemitsu Y., Komori K., Hirai T., Shimizu Y., Sano T., Sawaki A., Tajika M., Yamao K., Fujii M., Murakami H., Osada H., Ito H., Takeuchi I., Sekido Y., Kondo Y.
    Distinct Profiles of Epigenetic Evolution between Colorectal Cancers with and without Metastasis
    American Journal of Pathology, vol 178, no 4, pp 1835--1846, 2011 Mar
  32. Ishikawa Y., Takeuchi I.
    Differentially Aberrant Region Detection in Array CGH Data based on Nearest Neighbor Classification Performance
    IPSJ Transactions on Bioinformatics, vol 3, pp 70--81, 2010 Oct
  33. Karasuyama M., Takeuchi I.
    Multiple Incremental Decremental Learning of Support Vector Machines
    IEEE Transactions on Neural Networks, vol 21, no 7, pp 1048-1059, 2010 Jun
  34. Uchida M., Tsukamoto Y., Uchida T., Ishikawa Y., Nagai T., Hijiya N., Tung N., Nakada C., Kuroda A., Okimoto T., Kodama M., Murakami K., Noguchi T., Matsuura K., Tanigawa M., Seto M., Ito H., Fujioka T., Takeuchi I., Moriyama M.
    Genomic profiling of gastric carcinoma in situ and adenomas by array-based comparative genomic hybridization
    Journal of Pathology, vol 221, no 1, pp 96-105 2010 May
  35. Ishikawa Y., Takeuchi I., Nakano R.
    Multi-directional search from the primitive initial point for Gaussian mixture estimation using variational Bayes method,
    Neural Networks, vol 23(3), pp 356-364, 2010 Apr
  36. Sugiyama M., Takeuchi I., Suzuki T., Kanamori T., Hachiya H., Okanohara D.
    Least-Squares Conditional Density Estimation,
    IEICE Transactions on Information and Systems, vol E93-D, no 3, pp 583-594, 2010 Mar
  37. Karasuyama M., Takeuchi I., Nakano R.
    Efficient leave-m-out cross-validation of support vector regression by generalizing decremantal algorithm,
    New Generation Computing, vol.27, no.4, pp.307-318, 2009 Nov
  38. Sugiyama M., Kanamori T., Suzuki T., Hido S., Sese J.,Takeuchi I., Wang L.
    A density-ratio framework for statistical data processing,
    IPSJ Transactions on Computer Vision and Applications, vol.1, pp.183-208, 2009 Sep
  39. Moriguchi H., Takeuchi I., Karasuyama M., Horikawa S., Ohta Y., Kodama T., Naruse H.
    Adaptive kernel quantile regression for anomaly detection,
    Journal of Advanced Computational Intelligence and Inteligent Informatics, vol.13, no.3, pp.230-236, 2009 Feb
  40. Takeuchi I., Nomura K., Kanamori T.
    Nonparametric conditional density estimation using piecewise-linear solution path of kernel quantile regression,
    Neural Computation, vol.21, no.2, pp.533-559, 2009 Feb
  41. Nakagawa M., Oshiro A., Karnan S., Tagawa H., Usunomiya A., Nakamura S., Takeuchi I., Ohshima K., Seto M.
    Array comparative genomic hybridization analysis of PTCL-U reveals a distinct subgroup with genetic alterations similar to lymphoma-type adult T-cell leukemia/lymphoma,
    Clinical Cancer Research, vol 15, pp.30-38, 2009 Jan
  42. Takeuchi I., Tagawa H., Tsujikawa A., Nakagawa M., Katayama M., Guo Y., Seto M.
    The potential of copy number gains and losses, detected by array-based comparative genomic hybridization, for computational differential diagnosis of B-cell lymphomas and genetic regions involved in lymphomagenesis,
    Haematologica-The Hematology Journal, vol.94, pp.61-69, 2009 Jan
  43. Tsukamoto Y., Karnan T, Uchida, S., Noguchi T., Tung N., Tanigawa M., Takeuchi I., Matsuura K., Hijiya N., Nakada C., Kishida T., Ito H., Murakami K., Fujioka T., Seto M., Moriyama M.
    Genome-wide analysis of DNA copy number alterations and gene expression in gastric cancer,
    Journal of Pathology, vol 216(4), pp.471-82, 2008 Dec
  44. Yoshimoto T., Matsuura K., Karnan S., Tagawa H., Nakada C., Tanigawa M., Tsukamoto Y., Uchida T., Kashima K., Akizuki S., Takeuchi I., Sato F., Mimata H., Seto M., Moriyama M.
    High-resolution analysis of DNA copy number alterations and gene expression in renal clear cell carcinoma,
    Journal of Pathology, vol.213, pp.392-401, 2007 Dec
  45. Fukuhara N., Nakamura T., Nakagawa M., Tagawa H., Takeuchi I., Yatabe Y., Morishima Y., Nakamura S., Seto M.
    Chromosomal Imbalances are associated with outcome of helicobacter pylori eradication in t(11;18) (q21;q21) negative gastric mucosa-associated lymphoid tissue lymphomas,
    Genes, Chromosomes and Cancer, vol.46, pp.784-790, 2007 Aug
  46. Takeuchi I., Le QV., Sears TD., Smola AJ.
    Nonparametric quantile estimation,
    Journal of Machine Learning Research, vol.7, pp.1231-64, 2006 Dec
  47. Kanamori T., Takeuchi I.,
    Conditional mean estimation under asymmetric and heteroscedastic error by linear combination of quantile regressions,
    Computational Statistics and Data Analysis, vol.50, pp.3605-18, 2006 Aug
  48. Takeuchi I., Bengio Y., Kanamori T.
    Robust regression with asymmetric heavy-tail noise distributions,
    Neural Computation, vol.14, pp.2469-96, 2002 Oct
  49. Takeuchi I., Furuhashi T.
    Modeling for dynamic systems with fuzzy sequential knowledge,
    Studies in Fuzziness and Soft Computing, vol.59, pp.104-120, 2001
  50. Takeuchi I., Furuhashi T.
    Modeling of sensory/motor systems for autonomous agents,
    Journal of Artificial Life and Robotics, vol.4, pp.84-8, 2000
  51. Takeuchi I., Furuhashi T.
    Acquisition of manipulative grounded symbols for integration of symbolic processing and stimulus-reaction type parallel processing,
    The International Journal of the Robotics Society of Japan, vol.12, pp.271-87, 1997

Journal Papers (in Japanese)

  1. Takeuchi I.,
    Parametric programming for machine learning algorithm (in Japanese),
    Transactions of the Japan Society for Industrial and Applied Mathematics, vol.23, pp.517-536, 2013
  2. Nishi K., Takeuchi I.,
    Casualty insurance pure premium estimation using two-stage regression tree (in Japanese),
    Transactions of the Japanese Society for Artificial Intelligence, vol.22, pp.183-90, 2007 Nov
  3. Takeuchi I., Furuhashi T., Hamada Y., Uchikawa Y.
    Recollection of concepts by association of vague patterns (in Japanese),
    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics vol.9, pp.505-11, 1997

International Conference Proceedings

  1. Nakagawa K., Suzumura S., Karasuyama M., Tsuda K., Takeuchi I.
    Safe Pattern Pruning: An Efficient Approach for Predictive Pattern Mining,
    The 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2016). 2016 Aug (acceptance rate 0.18, google scholar metrics h5-index: 64)
  2. Shibagaki A., Karasuyama M., Hatano K., Takeuchi I.
    Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling,
    The 33rd International Conference on Machine Learning (ICML2016). 2016 Jun (acceptance rate 0.24, google scholar metrics h5-index: 70)
  3. Shibagaki A., Suzuki Y., Karasuyama M., Takeuchi I.
    Regularization Path of Cross-Validation Error Lower Bounds,
    The 29th Annual Conference on Neural Information Processing Systems (NIPS2015). 2015 Dec (acceptance rate 0.22, google scholar metrics h5-index: 72)
  4. Okumura S., Suzuki Y., Takeuchi I.
    Quick sensitivity analysis for incremental data modification and its application to leave-one-out CV in linear classification problems,
    The 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2015). 2015 Aug (acceptance rate 0.19, , google scholar metrics h5-index: 64)
  5. Suzumura S., Ogawa K., Sugiyama M., Takeuchi I.
    Outlier Path: A Homotopy Algorithm for Robust SVM,
    The 31st International Conference on Machine Learning (ICML2014), 2014 Jun (acceptance rate 0.25, google scholar metrics h5-index: 70)
  6. Takeuchi I., Hongo T., Sugiyama M., Nakajima S.
    Parametric Task Learning,
    The 27th Annual Conference on Neural Information Processing Systems (NIPS2013), 2013 Dec (acceptance rate 0.25, google scholar metrics h5-index: 72)
  7. Nakajima S., Takeda A., D. Babacan S., Sugiyama M., Takeuchi I.
    Global solver and its efficient approximation for variational bayesian low-rank subspace clustering,
    The 27th Annual Conference on Neural Information Processing Systems (NIPS2013), 2013 Dec (acceptance rate 0.25, , google scholar metrics h5-index: 72)
  8. Ogawa K., Suzuki Y., Takeuchi I.
    Safe screening of non-support vectors in pathwise SVM computation,
    The 30th International Conference on Machine Learning (ICML2013), 2013 Jun (acceptance rate 0.27, google scholar metrics h5-index: 70)
  9. Ogawa K., Imamura M., Takeuchi I., Sugiyama M.
    Infinitesimal annealing for training semi-supervised support vector machines,
    The 30th International Conference on Machine Learning (ICML2013), 2013 Jun (acceptance rate 0.27, google scholar metrics h5-index: 70)
  10. Sugiyama M., Kanamori T., Suzuki T., Plessis M., Liu S., Takeuchi I.
    Density-Difference Estimation,
    The 26th Annual Conference on Neural Information Processing Systems (NIPS2012), 2012 Dec (acceptance rate 0.25, google scholar metrics h5-index: 72)
  11. Takeuchi I., Sugiyama M.
    Target neighbor consistent feature weighting for nearest neighbor classification,
    The 25th Annual Conference on Neural Information Processing Systems (NIPS2011), 2011 Dec (acceptance rate 0.22, google scholar metrics h5-index: 72)
  12. Karasuyama M., Harada N., Sugiyama M., Takeuchi I.
    Multi-parametric solution path algorithm for instance-weighted support vector machine,
    2011 IEEE International Workshop on Machine Learning for Signal Processing (MLSP2011), 2011 Sep.
  13. Karasuyama M., Takeuchi I.
    Suboptimal solution path algorithm for support vector machine,
    The 28th International Conference on Machine Learning (ICML2011), 2011 Jun (acceptance rate 0.26, google scholar metrics h5-index: 70)
  14. Karasuyama M., Takeuchi I.
    Nonlinear regularization path for the support vector machines with the quadratic loss function,
    Proceedings of 2010 International Joint Conference on Neural Networks (IJCNN2010), pp 3099-3106, 2010.
  15. Ishikawa Y., Takeuchi I.
    Detecting differentially aberrant genomic regions in multi-sample array CGH experiments using nearest-neighbor multivariate test,
    Proceedings of 2010 International Joint Conference on Neural Networks (IJCNN2010), pp 1547-1554, 2010.
  16. Sugiyama M., Takeuchi I., Suzuki T., Kanamori T., Hachiya H., Okanohara D.
    Conditional density estimation via least-squares density ratio estimation,
    Proceedings of the 13th International Conference on Artificial Intelligence and Statistics (AI-Stats2010), vol 9, pp 781-788, 2010.
  17. Karasuyma M., Takeuchi I.
    Multiple incremental decremental learning of support vector machine,
    23rd Annual Conference on Neural Information Processing Systems (NIPS2009), pp 907-915, 2009 Dec (acceptance rate 0.24, google scholar metrics h5-index: 72)
  18. Ishikawa Y., Takeuchi I., Nakano R.
    Variational Bayes from the Primitive Initial Point for Gaussian Mixture Estimation,
    Proceedings of the 16th International Conference on Neural Information Processing, LNCS 5863, pp 159-166, 2009.
  19. Harada N., Ishikawa Y., Takeuchi I., Nakano R.
    A Bayesian Graph Clustering Approach Using Degree Distribution Prior,
    Proceedings of the 16th International Conference on Neural Information Processing, LNCS 5863, pp 167-174, 2009.
  20. Takeuchi I., Nakagawa M., Seto M.
    Metric Learning for DNA microarray data analysis,
    Journal of Physics: Conference Series, vol 197, 012008:1-13, 2009.
  21. Takeuchi I.
    Statistical significance analysis of gene groups using nearest-neighbor classification performance,
    Proceedings of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems, pp 1989-1994, 2008.
  22. Moriguchi H., Takeuchi I.
    Adaptive kernel quantile regression for anomaly detection of time series,
    Proceedings of Joint 4th International Conference on Soft Computing and Intelligent Systems and 9th International Symposium on advanced Intelligent Systems, pp 1831-1836, 2008.
  23. Karasuyama M., Takeuchi I., Nakano R.
    , Reducing SVR support vectors by using backward deletion,
    Proceedings of the 12th International Conference on Knowledge Based Electronic Systems, LNAI 5179, pp.76-83, 2008
  24. Takeuchi I., Nomura K., Kanamori T.
    The entire solution path of kernel-based nonparametric conditional quantile estimator,
    Proceedings of International Joint Conference on Neural Networks 2006, pp.153-158, 2006.
  25. Kanamori T., Takeuchi I.,
    Estimator for conditional expectations under asymmetric and heterocedastic error distribution,
    Proceedings of The International Symposium on The Art of Statistical Metaware, pp.312-313, 2005
  26. Takeuchi I., Furuhashi T.
    Non-crossing quantile regression by SVM,
    Proceedings of 2004 International Joint Conference on Neural Networks, pp.401-406, 2004
  27. Takeuchi I., Yamanaka N., Furuhashi T.
    Robust regression under asymmetric or/and non-constant variance error by simultaneously training conditional quantiles,
    Proceedings of 2003 International Joint Conference on Neural Networks, pp.1729-1734, 2003
  28. Bengio Y., Takeuchi I., Kanamori T.
    The challenge of non-linear regression on large datasets with asymmetric heavy tail,
    Proceedings of 2002 Joint Statistical Meetings, pp.193-205, 2002.
  29. Chapados N., Bengio Y., Vincent P., Dugas J Ghosn, C., Takeuchi I., Meng L.
    Estimating car insurance premia: a case study in high-dimensional data inference
    15th Annual Conference on Neural Information Processing Systems (NIPS2000), 2000.
  30. Takeuchi I., Furuhashi T.
    A study on fuzzy modeling for dynamic characteristic,
    Proceedings of 1999 IEEE International Conference on Systems, Man and Cybernetics, vol 3, pp.34-9, 1999.
  31. Takeuchi I., Furuhashi T.
    A proposal of fuzzy modeling for dynamic characteristics in state-space description,
    Proceedings of IEEE International Conference on Fuzzy Systems, vol 2 pp.807-12, 1999.
  32. Takeuchi I., Furuhashi T.
    Integration of symbolic processing and parallel distributed processing by acquisition of manipulative grounded symbol,
    Proceedings of 1998 World Automation Congress, pp.126.1-126.6, 1998
  33. Takeuchi I., Furuhashi T.
    Self-organization of grounded symbols for fusions of symbolic processing and parallel distribted processing,
    Proceedings of 1998 IEEE International Conference on Fuzzy Systems, pp.715-720, 1998.
  34. Takeuchi I., Furuhashi T.
    A proposal of architecture for intelligent systems with manipulative grounded symbol,
    Proceedings of the 1998 2nd International Conference on Knowledge Based Electronic Systems (KES'98), pp.325-30, 1998.
  35. Takeuchi I., Furuhashi T.
    A proposal of self-organizing network for acquisition of vague concept,
    Proceedings of 1996 Asian Fuzzy System Symposium (AFSS'96), pp.85-90, 1996.
  36. Takeuchi I., Furuhashi T.
    A self-organizing network for acquisition of vague concept,
    Proceedings of Asia-Pacific Conference on Simulated Evolution and Learning ('SEAL96), pp.473-80, 1996.