Search Results - "INOUE, Katsumi"

Learning from interpretation transition using differentiable logic programming semantics by Gao, Kun, Wang, Hanpin, Cao, Yongzhi, Inoue, Katsumi

“…The combination of learning and reasoning is an essential and challenging topic in neuro-symbolic research. Differentiable inductive logic programming is a…”
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Gene network inference from single-cell omics data and domain knowledge for constructing COVID-19-specific ICAM1-associated pathways by Odaka, Mitsuhiro, Magnin, Morgan, Inoue, Katsumi

“…Introduction: Intercellular adhesion molecule 1 (ICAM-1) is a critical molecule responsible for interactions between cells. Previous studies have suggested…”
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Algorithms for partially robust team formation by Schwind, Nicolas, Demirović, Emir, Inoue, Katsumi, Lagniez, Jean-Marie

“…In one of its simplest forms, Team Formation involves deploying the least expensive team of agents while covering a set of skills. While current algorithms are…”
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Learning State Transition Rules from High-Dimensional Time Series Data with Recurrent Temporal Gaussian-Bernoulli Restricted Boltzmann Machines by Watanabe, Koji, Inoue, Katsumi

“…Understanding the dynamics of a system is crucial in various scientific and engineering domains. Machine learning techniques have been employed to learn state…”
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Modeling viral dynamics in SARS-CoV-2 infection based on differential equations and numerical analysis by Odaka, Mitsuhiro, Inoue, Katsumi

“…Computational modeling and simulation of viral dynamics would explain the pathogenesis for any virus. Such computational attempts have been successfully made…”
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Enhancing Linear Algebraic Computation of Logic Programs Using Sparse Representation by Nguyen, Tuan Quoc, Inoue, Katsumi, Sakama, Chiaki

“…Algebraic characterization of logic programs has received increasing attention in recent years. Researchers attempt to exploit connections between linear…”
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Oropharyngeal Dysphagia in Dermatomyositis: Associations with Clinical and Laboratory Features Including Autoantibodies by Mugii, Naoki, Hasegawa, Minoru, Matsushita, Takashi, Hamaguchi, Yasuhito, Oohata, Sacihe, Okita, Hirokazu, Yahata, Tetsutarou, Someya, Fujiko, Inoue, Katsumi, Murono, Shigeyuki, Fujimoto, Manabu, Takehara, Kazuhiko

“…Dysphagia develops with low frequency in patients with dermatomyositis. Our objective was to determine the clinical and laboratory features that can estimate…”
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Explainable Model Fusion for Customer Journey Mapping by Okazaki, Kotaro, Inoue, Katsumi

“…Due to advances in computing power and internet technology, various industrial sectors are adopting IT infrastructure and artificial intelligence (AI)…”
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On the computation of probabilistic coalition structures by Schwind, Nicolas, Okimoto, Tenda, Inoue, Katsumi, Hirayama, Katsutoshi, Lagniez, Jean-Marie, Marquis, Pierre

“…In Coalition Structure Generation (CSG), one seeks to form a partition of a given set of agents into coalitions such that the sum of the values of each…”
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Assessing the resilience of stochastic dynamic systems under partial observability by Panerati, Jacopo, Schwind, Nicolas, Zeltner, Stefan, Inoue, Katsumi, Beltrame, Giovanni

“…Resilience is a property of major interest for the design and analysis of generic complex systems. A system is resilient if it can adjust in response to…”
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Fundamental Wire Technique and Current Standard Strategy of Percutaneous Intervention for Chronic Total Occlusion With Histopathological Insights by Sumitsuji, Satoru, MD, Inoue, Katsumi, MD, Ochiai, Masahiko, MD, Tsuchikane, Etsuo, MD, Ikeno, Fumiaki, MD

“…Currently, successful treatment of chronic total occlusion (CTO) seems markedly improved, due to several new techniques and dedicated device developments…”
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Special issue on inductive logic programming by Inoue, Katsumi, Ohwada, Hayato, Yamamoto, Akihiro

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An efficient reasoning method on logic programming using partial evaluation in vector spaces by Nguyen, Hien D, Sakama, Chiaki, Sato, Taisuke, Inoue, Katsumi

“…Abstract In this paper, we introduce methods of encoding propositional logic programs in vector spaces. Interpretations are represented by vectors and programs…”
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Brave induction: a logical framework for learning from incomplete information by Sakama, Chiaki, Inoue, Katsumi

“…This paper introduces a novel logical framework for concept-learning called brave induction . Brave induction uses brave inference for induction and is useful…”
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Similar one-year primary patency rates of common femoral artery angioplasty alone when performed utilizing drug-coated versus noncoated balloons for the treatment of peripheral artery disease by Hata, Yosuke, Iida, Osamu, Katsuki, Tomonori, Soga, Yoshimitsu, Fukunaga, Masashi, Kawasaki, Daizo, Fujihara, Masahiko, Takahara, Mitsuyoshi, Inoue, Katsumi, Mano, Toshiaki

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Clinical impact of pathology-proven etiology of severely stenotic aortic valves on mid-term outcomes in patients undergoing surgical aortic valve replacement by Miura, Shiro, Inoue, Katsumi, Kumamaru, Hiraku, Yamashita, Takehiro, Hanyu, Michiya, Shirai, Shinichi, Ando, Kenji

“…The use of transcatheter or surgical aortic valve replacement (AVR) for severe aortic stenosis (AS) has considerably increased in recent years. However, the…”
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Comparative pathological findings between coronary bare-metal stent implantation and balloon angioplasty over 16 years by Imai, Masao, Inoue, Katsumi, Kimura, Takeshi

“…A 68-year old man underwent bare metal stent (BMS; Palmaz-Shatz stent) implantation in the distal right coronary artery (RCA; #4PL) and balloon angioplasity…”
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Inferring Agents’ Goals from Observing Successful Traces by Lorthioir, Guillaume, Inoue, Katsumi, Bourgne, Gauvain

“…Goal recognition is a sub-field of plan recognition that focuses on the goals of an agent. Current approaches in goal recognition have not yet tried to apply…”
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Drug-Eluting Stents Are Not Indicated for Patients With Acute Coronary Syndrome: Should Drug-Eluting Stents Be Indicated for Patients With Acute Coronary Syndrome? (Con) by Inoue, Katsumi

“…Drug-eluting stents (DES) have been proven to reduce the rate of restenosis by marked inhibition of neointimal hyperplasia, but unusual vessel responses to…”
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Incidence, Risk Factors, and Clinical Sequelae of Angiographic Peri-Stent Contrast Staining After Sirolimus-Eluting Stent Implantation by IMAI, Masao, KADOTA, Kazushige, MORIMOTO, Takeshi, SHIOMI, Hiroki, KOZUMA, Ken, INOUE, Katsumi, SUZUKI, Nobuaki, KIMURA, Takeshi, MITSUDO, Kazuaki, GOTO, Tsuyoshi, FUJII, Satoki, YAMAMOTO, Hiroyuki, FUKU, Yasushi, HOSOGI, Shingo, HIRONO, Akitoshi, TANAKA, Hiroyuki, TADA, Takeshi

“…We have noted abnormal angiographic findings--at the sites of drug-eluting stent implantation, suggesting contrast staining outside the stent struts--that do…”
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