Lozano, Aurélie C.; Abe, Naoki Cost-sensitive boosting with \(p\)-norm loss functions and its applications. (English) Zbl 1513.62125 Consortium “Math for industry”. First forum, Tokyo, Japan, September 16–17, 2008. Fukuoka: Kyushu University, Faculty of Mathematics. COE Lect. Note 12, 65-74 (2008). MSC: 62H30 68T37 PDFBibTeX XMLCite \textit{A. C. Lozano} and \textit{N. Abe}, COE Lect. Note 12, 65--74 (2008; Zbl 1513.62125)
Abe, Naoki; Lozano, Aurélie C. Introduction to boosting: origin, practice and recent developments. (English) Zbl 1343.68190 Consortium “Math for industry”. First forum, Tokyo, Japan, September 16–17, 2008. Fukuoka: Kyushu University, Faculty of Mathematics. COE Lecture Note 14, 56-64 (2008). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{N. Abe} and \textit{A. C. Lozano}, COE Lect. Note 14, 56--64 (2008; Zbl 1343.68190)
Abe, Naoki; Biermann, Alan W.; Long, Philip M. Reinforcement learning with immediate rewards and linear hypotheses. (English) Zbl 1082.68039 Algorithmica 37, No. 4, 263-293 (2003). MSC: 68Q32 62H30 68Q10 PDFBibTeX XMLCite \textit{N. Abe} et al., Algorithmica 37, No. 4, 263--293 (2003; Zbl 1082.68039) Full Text: DOI
Mamitsuka, Hiroshi; Abe, Naoki Efficient data mining by active learning. (English) Zbl 1052.68671 Arikawa, Setsuo (ed.) et al., Progress in discovery science. Final report of the Japanese discovery science project. Berlin: Springer (ISBN 3-540-43338-4). Lect. Notes Comput. Sci. 2281, 258-267 (2002). MSC: 68T05 68P15 PDFBibTeX XMLCite \textit{H. Mamitsuka} and \textit{N. Abe}, Lect. Notes Comput. Sci. 2281, 258--267 (2002; Zbl 1052.68671) Full Text: Link
Nakamura, Atsuyoshi; Abe, Naoki Online learning of binary and \(n\)-ary relations over clustered domains. (English) Zbl 1058.68065 J. Comput. Syst. Sci. 65, No. 2, 224-256 (2002). MSC: 68Q32 PDFBibTeX XMLCite \textit{A. Nakamura} and \textit{N. Abe}, J. Comput. Syst. Sci. 65, No. 2, 224--256 (2002; Zbl 1058.68065) Full Text: DOI
Abe, Naoki; Khardon, Roni; Zeugmann, Thomas Editors’ introduction. (English) Zbl 1050.68569 Abe, Naoki (ed.) et al., Algorithmic learning theory. 12th international conference, ALT 2001, Washington, DC, USA, November 25–28, 2001. Proceedings. Berlin: Springer (ISBN 3-540-42875-5). Lect. Notes Comput. Sci. 2225, 1-7 (2001). MSC: 68Q32 PDFBibTeX XMLCite \textit{N. Abe} et al., Lect. Notes Comput. Sci. 2225, 1--7 (2001; Zbl 1050.68569) Full Text: Link
Abe, Naoki (ed.); Khardon, Roni (ed.); Zeugmann, Thomas (ed.) Algorithmic learning theory. 12th international conference, ALT 2001, Washington, DC, USA, November 25–28, 2001. Proceedings. (English) Zbl 0983.00054 Lecture Notes in Computer Science 2225. Lecture Notes in Artificial Intelligence. Berlin: Springer. xi, 379 p. (2001). MSC: 00B25 68-06 68Q32 68T05 PDFBibTeX XMLCite \textit{N. Abe} (ed.) et al., Algorithmic learning theory. 12th international conference, ALT 2001, Washington, DC, USA, November 25--28, 2001. Proceedings. Berlin: Springer (2001; Zbl 0983.00054)
Takeuchi, Jun-ichi; Abe, Naoki; Amari, Shun-ichi The lob-pass problem. (English) Zbl 0971.68080 J. Comput. Syst. Sci. 61, No. 3, 523-557 (2000). MSC: 68Q32 PDFBibTeX XMLCite \textit{J.-i. Takeuchi} et al., J. Comput. Syst. Sci. 61, No. 3, 523--557 (2000; Zbl 0971.68080) Full Text: DOI
Nakamura, Atsuyoshi; Takeuchi, Jun-ichi; Abe, Naoki Efficient distribution-free population learning of simple concepts. (English) Zbl 0917.68187 Ann. Math. Artif. Intell. 23, No. 1-2, 53-82 (1998). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Nakamura} et al., Ann. Math. Artif. Intell. 23, No. 1--2, 53--82 (1998; Zbl 0917.68187) Full Text: DOI
Abe, Naoki; Namitsuka, Hiroshi Predicting protein secondary structure using stochastic tree grammars. (English) Zbl 0892.68081 Mach. Learn. 29, No. 2-3, 275-301 (1997). MSC: 68T05 68U99 PDFBibTeX XMLCite \textit{N. Abe} and \textit{H. Namitsuka}, Mach. Learn. 29, No. 2--3, 275--301 (1997; Zbl 0892.68081) Full Text: DOI
Abe, Naoki Characterizing PAC-learnability of semilinear sets. (English) Zbl 0818.68124 Inf. Comput. 116, No. 1, 81-102 (1995). MSC: 68T05 PDFBibTeX XMLCite \textit{N. Abe}, Inf. Comput. 116, No. 1, 81--102 (1995; Zbl 0818.68124) Full Text: DOI Link
Nakamura, Atsuyoshi; Abe, Naoki Exact learning of linear combinations of monotone terms from function value queries. (English) Zbl 0884.68105 Theor. Comput. Sci. 137, No. 1, 159-176 (1995). MSC: 68T05 68W10 PDFBibTeX XMLCite \textit{A. Nakamura} and \textit{N. Abe}, Theor. Comput. Sci. 137, No. 1, 159--176 (1995; Zbl 0884.68105) Full Text: DOI
Nakamura, Atsuyoshi; Abe, Naoki; Takeuchi, Jun-ichi Efficient distribution-free population learning of simple concepts. (English) Zbl 1044.68726 Arikawa, Setsuo (ed.) et al., Algorithmic learning theory. 4th international workshop on analogical and inductive inference, AII ’94, 5th international workshop on algorithmic learning theory, ALT ’94, Reinhardsbrunn Castle, Germany, October 10-15, 1994. Proceedings. Berlin: Springer-Verlag (ISBN 3-540-58520-6 /SC). Lect. Notes Comput. Sci. 872, 500-515 (1994). MSC: 68T05 68Q32 PDFBibTeX XMLCite \textit{A. Nakamura} et al., Lect. Notes Comput. Sci. 872, 500--515 (1994; Zbl 1044.68726)
Abe, Naoki Towards realistic theories of learning. (English) Zbl 1044.68634 Arikawa, Setsuo (ed.) et al., Algorithmic learning theory. 4th international workshop on analogical and inductive inference, AII ’94, 5th international workshop on algorithmic learning theory, ALT ’94, Reinhardsbrunn Castle, Germany, October 10-15, 1994. Proceedings. Berlin: Springer-Verlag (ISBN 3-540-58520-6 /SC). Lect. Notes Comput. Sci. 872, 187-209 (1994). MSC: 68Q32 68T05 PDFBibTeX XMLCite \textit{N. Abe}, Lect. Notes Comput. Sci. 872, 187--209 (1994; Zbl 1044.68634)
Abe, N. On the sample complexity of various learning strategies in the probabilistic PAC learning paradigms. (English) Zbl 0819.68092 Brewka, Gerhard (ed.) et al., Nonmonotonic and inductive logic. 2nd international workshop, Reinhardsbrunn Castle, Germany, December 2-6, 1991. Proceedings. Berlin: Springer-Verlag. Lect. Notes Comput. Sci. 659, 89-106 (1993). Reviewer: N.Curteanu (Iaşi) MSC: 68T05 68Q25 68T35 PDFBibTeX XMLCite \textit{N. Abe}, Lect. Notes Comput. Sci. 659, 89--106 (1993; Zbl 0819.68092)
Nakamura, Atsuyoshi; Abe, Naoki Exact learning of linear combinations of monotone terms from function value queries. (English) Zbl 0925.68377 Jantke, Klaus P. (ed.) et al., Algorithmic learning theory. 4th international workshop, ALT ’93, Tokyo, Japan, November 8-10, 1993. Proceedings. Berlin: Springer-Verlag. Lect. Notes Comput. Sci. 744, 300-313 (1993). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Nakamura} and \textit{N. Abe}, Lect. Notes Comput. Sci. 744, 300--313 (1993; Zbl 0925.68377)
Abe, Naoki Preservation of predictability under polynomially sparse variations and its applications. (English) Zbl 0869.68075 Arikawa, S. (ed.) et al., Algorithmic learning theory II. Selected papers of the workshop, ALT ’91, October 23–25, 1991, Tokyo, Japan. Amsterdam: IOS Press. 163-174 (1992). MSC: 68T05 PDFBibTeX XMLCite \textit{N. Abe}, in: Algorithmic learning theory II. Selected papers of the workshop, ALT '91, October 23--25, 1991, Tokyo, Japan. Amsterdam: IOS Press; Tokyo: Ohmsha. 163--174 (1992; Zbl 0869.68075)
Abe, Naoki; Warmuth, Manfred K. On the computational complexity of approximating distributions by probabilistic automata. (English) Zbl 0766.68106 Mach. Learn. 9, No. 2-3, 205-260 (1992). MSC: 68T05 68Q45 68Q25 PDFBibTeX XMLCite \textit{N. Abe} and \textit{M. K. Warmuth}, Mach. Learn. 9, No. 2--3, 205--260 (1992; Zbl 0766.68106)
Abe, Naoki Learning commutative deterministic finite state automata in polynomial time. (English) Zbl 0712.68078 New Generation Comput. 8, No. 4, 319-335 (1991). MSC: 68T05 68Q45 PDFBibTeX XMLCite \textit{N. Abe}, New Generation Comput. 8, No. 4, 319--335 (1991; Zbl 0712.68078) Full Text: DOI
Abe, Naoki Polynomial learnability of semilinear sets. (English) Zbl 0747.68039 Computational learning theory, Proc. 2nd Annu. Workshop, Santa Cruz, CA/USA 1989, 25-40 (1989). MSC: 68T05 68Q45 PDFBibTeX XMLCite \textit{N. Abe}, in: Computational learning theory. Proceedings of the 2nd annual workshop, held at the University of California, Santa Cruz/CA (USA), July 31 -- August 2, 1989. San Mateo, CA: Morgan Kaufmann Publishers. 25--40 (1989; Zbl 0747.68039)