[1]. Visualization of the Proficiency Level of Assembly Work Using Inertial and Sound Sensors
2024 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing / - (2024) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Tomoya Hirade, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki, Yoshitaka Yamamoto, Masafumi Nishimura
[2]. Understanding Human Work Behavior by Action Segmentation Model with Feature Selection
10th IEEE Asia-Pacific Conference on Computer Science and Data Engineering / - (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yuto Shimizu, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki
[3]. Online Closed Episode Mining with Root-Order Decomposition
2023 IEEE International Conference on Big Data (8th Workshop on Real-time Stream Analytics, Stream Mining, CER/CEP & Stream Data Management in Big Data) / 2683-2689 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Hinano Sako, Yoshitaka Yamamoto
[4]. Elastic Data Binning: Time-series Sketching for Time-domain Astrophysics Analysis
Journal of ACM Applied Computing Review 23/2 2-22 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng, Shigeyuki Sako, Yushi Nishikawa, Yoshitaka Yamamoto [DOI]
[5]. Regularizing Oversmoothing of Temporal Convolutional Networks for Action Segmentation into Human Assembly Operations
Journal of Signal Processing 27/4 75-79 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Keisuke Nakamura, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki
[6]. Elastic Data Binning for Transient Pattern Analysis in Time-Domain Astrophysics
The 38th ACM/SIGAPP Symposium On Applied Computing / 1-8 to appear (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng, Yoshitaka Yamamoto, Shigeyuki Sako
[7]. Tackling Over-smoothing on Temporal Convolutional Networks for Operating Work Segmentation
2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing / 1-4 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Keisuke Nakamura, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki
[8]. Temporal convolutional networks with feature selection for human manufacturing action analysis
2023 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing / 1-4 (2023) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yuto Shimizu, Yoshitaka Yamamoto, Masafumi Nishimura, Yuki Shiono, Reiki Shirasawa, Takayuki Nakano, Takahiro Aoki
[9]. A bottom-up enumeration algorithm of minimal generators without support counting for compressing nagative association rules
IIAI International Conference on Advanced Applied Informatics / 1-4 10.1109/IIAIAAI55812.2022.00135 (2022) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Kento Yajima, Koji Iwanuma, Yoshitaka Yamamoto
[10]. Assembly operation recognition with lightweight sensing data for human-centered manufacturing
Journal of Japanese Society for Artificial Intelligence / 1-6 (2022) [Refereed] non-refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] 西村 雅史，山本 泰生，青木 崇浩，山口 昌志
[11]. Dynamic Binning for the Unknown Transient Patterns Analysis in Astronomical Time Series
IEEE BigData2021 Poster / 5988-5990 (2021) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng, Yoshitaka Yamamoto, Shigeyuki Sako
[12]. Detection for Transient Patterns with Unpredictable Duration using Chebyshev Inequality and Dynamic Binning
Proceedings of CANDAR'21 WANC workshop / 1-5 (2021) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng, Yoshitaka Yamamoto, Shigeyuki Sako
[13]. Enumerating Minimal Generators from Closed Itemsets – Toward Effective Compression of Negative Association Rules
The 8th IEEE CSDE 2021, (The IEEE Asia-Pacific Conference on Computer Science and Data Engineering) / 1-6 (2021) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Koji Iwanuma, Kento Yajima, Yoshitaka Yamamoto
[14]. Mining Consistent, non-redundant and minimal negative rules based on minimal generators
IEEE BigData2020 / - (2020) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Koji Iwanuma, Kento Yajima, Yoshitaka Yamamoto
[15]. Transient pattern detection from streaming nature data
Proceedings of CANDAR'20 WANC workshop / - (2020) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] author
[Author] Thanapol Phungtua-eng, Yoshitaka Yamamoto, Shigeyuki Sako
[16]. PARASOL: a hybrid approximation approach for scalable frequent itemset mining in streaming data
Journal of Intelligent Information Systems / - (2019) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yamamoto, Y., Tabei, Y. & Iwanuma [DOI]
[17]. Accelerating an On-Line Approximation Mining for Large Closed Itemsets
Proceedings of IEEE BigData2019 in poster / - (2019) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] co-author
[Author] Koji Iwanuma, Takumi Nishina, Yoshitaka Yamamoto
[18]. Approximate-Closed-Itemset Mining for Streaming Data Under Resource Constraint
arXiv / - (2019) [Refereed] non-refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Yasuo Tabei, Koji Iwanuma [URL]
[19].
62/ 246-252 (2017) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] 山本泰生 [URL]
[20]. Online pattern mining for high-dimensional data streams
Proceedings of the 2015 IEEE International Conference on Big Data (BigData2015) / 2880-2882 (2015) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto and Koji Iwanuma
[21]. Completing signaling networks by abductive reasoning with perturbation experiments
Proceedings of the 25th International Conference on Inductive Logic Programming (ILP2015) / 1-6 (2015) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] author
[Author] Adrien Rougny, Yoshitaka Yamamoto, Hidetomo Nabeshima, Gauvain Bourgne
[22]. Completing SBGN-AF networks by logic-based hypothesis finding
Proceedings of the 1st International Conference on Formal Methods in Macro-Biology (FMMB2014) / 165-179 (2014) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Adrien Rougny, Hidetomo Nabeshima, Katsumi Inoue, Hisao Moriya, Christine Froidevaux, Koji Iwanuma [URL]
[23]. Resource-oriented approximation for frequent itemset mining from brusty data streams
Proceeding of the 2014 ACM SIGMOD International Conference on Management of Data (SIGMOD’14) / 205-216 (2014) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Koji Iwanuma, Shoshi Fukuda [URL]
[24]. Translating the SBGN-AF language into logics to analyze signaling networks
Post-Proceedings of the 1st International Workshop on Learning and Nonmonotonic Reasoning (LNMR2013) / 43-54 (2013) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] co-author
[Author] Adrien Rougny, Christine Froidevaux, Yoshitaka Yamamoto, Katsumi Inoue [Notes] 担当部門: 着想提案，論文全般
[25]. Practically fast non- monotone dualization based on monotone dualization
Post-Proceedings of the 1st International Workshop on Learning and Nonmonotonic Reasoning (LNMR2013) / 55-66 (2013) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Koji Iwanuma, Hidetomo Nabeshima
[26]. Comparison of upward and downward generalizations in CF-induction
Int. Conf. on Inductive Logic Programming (ILP2011) Revised Selected Papers, Lecture Notes in Artificial Intelligence 7207/ 241-256 (2013) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Katsumi Inoue and Koji Iwanuma
[27]. Heuristic inverse subsumption in full-clausal theories
Int. Conf. on Inductive Logic Programming (ILP2012) Revised Selected Papers, Lecture Notes in Artificial Intelligence 7842/ 241-256 (2013) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Koji Iwanuma and Katsumi Inoue
[28]. Non-monotone dualization via monotone dualization
Late Breaking Papers of the 22nd Int. Conf. on Inductive Logic Programming (ILP2012) / 74-79 (2012) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Koji Iwanuma, Katsumi Inoue
[29]. Inverse subsumption for complete explanatory induction
Journal of Machine Learning 86/1 115-139 (2011) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Katsumi Inoue and Koji Iwanuma [URL]
[30]. From inverse entailment to inverse subsumption
Proceedings of the 20th International Conference on Inductive Logic Programming (ILP2010) / 1-8 (2010) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Katsumi Inoue and Koji Iwanuma
[31]. Hypothesis enumeration by CF-induction
Proceedings of the 6th Workshop on Learning with Logics and Logics for Learning / 80-87 (2009) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Katsumi Inoue and Koji Iwanuma
[32]. Abductive reasoning in cancer therapy
Proceedings of the 23rd International Conference on Advanced Information Networking and Applications / 808-813 (2009) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Andrei Doncescu, Katsumi Inoue
[33]. An efficient hypothesis finding system implemented with deduction and dualization
Proceeding of the 22nd workshop on Logic Programming (WLP 2008) / 92-193 (2008) [Refereed] refereed [Internationally co-authored papers] non-internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto and Katusmi Inoue
[34]. Estimation of possible reaction states in metabolic pathways using inductive logic programming
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications (AINA 2008) / 808-813 (2008) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Katsumi Inoue and Andrei Doncescu
[35]. Towards a logical reconstruction of CF-induction
New Frontiers in Artificial Intelligence (LNCS) 4914/ 395-404 (2008) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Oliver Ray and Katsumi Inoue [Notes] 担当部門: 着想提案，論文全般
[36]. Towards a logical reconstruction of CF-Induction
Proceedings of the 4th International Workshop on Learning with Logics and Logics for Learning (LLLL 2007) / 18-24 (2007) [Refereed] refereed [Internationally co-authored papers] internationally co-authored paper
[Lead author or co-author] author
[Author] Yoshitaka Yamamoto, Oliver Ray and Katsumi Inoue
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