208 research outputs found

    An Algorithm for Mining Implicit Itemset Pairs Based on Differences of Correlations

    No full text
    Given a transaction database as a global set of transactions and its local database obtained by some conditioning to the global one, we consider a pair of itemsets whose degrees of correlations are higher in the local database than in the global one. A problem of finding paired itemsets with high correlation in one database is known as Discovery of Correlation, and some algorithms to search for such characteristic paired itemsets are already proposed. However, even non-characteristic paired itemsets in the local database are also meaningful, provided the degree of correlation increases much higher in the local database than in the global one. They can be an implicit and hidden evidence showing that something particular to the local database occurs even though they are not yet realized as characteristic ones in the local. From this viewpoint, we have already proposed to measure the significance of paired itemsets by the difference of two correlations before and after the conditioning to the local database, and define a notion of DC pairs whose degrees of differences of correlations are high. As DC pairs are regarded as compound itemsets consisting of two component itemsets, we can have two basic strategies for finding them. One strategy firstly examines the compound itemsets and then the components, while another one does the component itemsets and then the compound ones. According to the former strategy, which we have already proposed and tested for its effectiveness, we have to enumerate many number of candidate compound itemsets that cannot be decomposable to components. For this reason, this paper presents a new algorithm according to the second strategy. It firstly enumerate possible component itemsets based on a new pruning rule for cutting off useless components. Secondly it forms the compound itemsets by combining the components thus detected, while we also make use of a constraint for preventing our algorithm from checking meaningless combinations

    sj-docx-3-anr-10.1177_20530196221135077 – Supplemental material for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series

    No full text
    Supplemental material, sj-docx-3-anr-10.1177_20530196221135077 for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series by Michinobu Kuwae, Bruce P Finney, Zhiyuan Shi, Aya Sakaguchi, Narumi Tsugeki, Takayuki Omori, Tetsuro Agusa, Yoshiaki Suzuki, Yusuke Yokoyama, Hirofumi Hinata, Yoshio Hatada, Jun Inoue, Kazumi Matsuoka, Misaki Shimada, Hikaru Takahara, Shin Takahashi, Daisuke Ueno, Atsuko Amano, Jun Tsutsumi, Masanobu Yamamoto, Keiji Takemura, Keitaro Yamada, Ken Ikehara, Tsuyoshi Haraguchi, Stephen Tims, Michaela Froehlich, Leslie Keith Fifield, Takahiro Aze, Kimikazu Sasa, Tsutomu Takahashi, Masumi Matsumura, Yukinori Tani, Peter R Leavitt, Hideyuki Doi, Tomohisa Irino, Kazuyoshi Moriya, Akira Hayashida, Kotaro Hirose, Hidekazu Suzuki and Yoshiki Saito in The Anthropocene Review</p

    sj-xlsx-4-anr-10.1177_20530196221135077 – Supplemental material for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series

    No full text
    Supplemental material, sj-xlsx-4-anr-10.1177_20530196221135077 for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series by Michinobu Kuwae, Bruce P Finney, Zhiyuan Shi, Aya Sakaguchi, Narumi Tsugeki, Takayuki Omori, Tetsuro Agusa, Yoshiaki Suzuki, Yusuke Yokoyama, Hirofumi Hinata, Yoshio Hatada, Jun Inoue, Kazumi Matsuoka, Misaki Shimada, Hikaru Takahara, Shin Takahashi, Daisuke Ueno, Atsuko Amano, Jun Tsutsumi, Masanobu Yamamoto, Keiji Takemura, Keitaro Yamada, Ken Ikehara, Tsuyoshi Haraguchi, Stephen Tims, Michaela Froehlich, Leslie Keith Fifield, Takahiro Aze, Kimikazu Sasa, Tsutomu Takahashi, Masumi Matsumura, Yukinori Tani, Peter R Leavitt, Hideyuki Doi, Tomohisa Irino, Kazuyoshi Moriya, Akira Hayashida, Kotaro Hirose, Hidekazu Suzuki and Yoshiki Saito in The Anthropocene Review</p

    sj-docx-1-anr-10.1177_20530196221135077 – Supplemental material for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series

    No full text
    Supplemental material, sj-docx-1-anr-10.1177_20530196221135077 for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series by Michinobu Kuwae, Bruce P Finney, Zhiyuan Shi, Aya Sakaguchi, Narumi Tsugeki, Takayuki Omori, Tetsuro Agusa, Yoshiaki Suzuki, Yusuke Yokoyama, Hirofumi Hinata, Yoshio Hatada, Jun Inoue, Kazumi Matsuoka, Misaki Shimada, Hikaru Takahara, Shin Takahashi, Daisuke Ueno, Atsuko Amano, Jun Tsutsumi, Masanobu Yamamoto, Keiji Takemura, Keitaro Yamada, Ken Ikehara, Tsuyoshi Haraguchi, Stephen Tims, Michaela Froehlich, Leslie Keith Fifield, Takahiro Aze, Kimikazu Sasa, Tsutomu Takahashi, Masumi Matsumura, Yukinori Tani, Peter R Leavitt, Hideyuki Doi, Tomohisa Irino, Kazuyoshi Moriya, Akira Hayashida, Kotaro Hirose, Hidekazu Suzuki and Yoshiki Saito in The Anthropocene Review</p

    sj-docx-2-anr-10.1177_20530196221135077 – Supplemental material for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series

    No full text
    Supplemental material, sj-docx-2-anr-10.1177_20530196221135077 for Beppu Bay, Japan, as a candidate Global Boundaries Stratotype Section and Point for an Anthropocene series by Michinobu Kuwae, Bruce P Finney, Zhiyuan Shi, Aya Sakaguchi, Narumi Tsugeki, Takayuki Omori, Tetsuro Agusa, Yoshiaki Suzuki, Yusuke Yokoyama, Hirofumi Hinata, Yoshio Hatada, Jun Inoue, Kazumi Matsuoka, Misaki Shimada, Hikaru Takahara, Shin Takahashi, Daisuke Ueno, Atsuko Amano, Jun Tsutsumi, Masanobu Yamamoto, Keiji Takemura, Keitaro Yamada, Ken Ikehara, Tsuyoshi Haraguchi, Stephen Tims, Michaela Froehlich, Leslie Keith Fifield, Takahiro Aze, Kimikazu Sasa, Tsutomu Takahashi, Masumi Matsumura, Yukinori Tani, Peter R Leavitt, Hideyuki Doi, Tomohisa Irino, Kazuyoshi Moriya, Akira Hayashida, Kotaro Hirose, Hidekazu Suzuki and Yoshiki Saito in The Anthropocene Review</p

    Digital archive of momentarily preserved sedimentary structures in the surf zone of the Kaiso Coast, Japan

    No full text
    The data archive generated in this project contains the orthoimages and related data of the underwater sedimentary structure that evolved in the surf zone and emerged onto land almost instantaneously on the Kaiso Coast, Japan, due to the sudden uplift of the ground induced by the Noto Peninsula Earthquake on January 1, 2024. Detailed information is provided in the following paper: M. Yuhi, N. Endo, H. Okazaki, Y. Suzuki, F. Masuda, S. Umeda, J. Ninomiya, M. Arita, K. Futagi, T. Konno, and T. Haraguchi. “Digital archive of momentarily preserved sedimentary structure in surf zone” Submitted to Scientific Reports, 2025

    Infiltration dynamics in drainage water accumulation systems on non-paved roads

    No full text
    The unpaved roads have an importance for the social and economic development of Brazil, since it serves as the paved roads connection. The erosion caused by water in the bed and the banks of these roads is one of the main factors for its degradation. Knowing the resistance of the road to California Bearing Ratio (CBR) and trafficability is the beginning of the behavior check to not degrade. Associating alternatives to avoid erosion through accumulation basins also highlights aspects of conservation and environmental preservation. The pilot road is located in the municipality of Goiânia - GO, having as reference the road GO 462 exit to the municipality of Nova Veneza. This road is 600 m long, with an average slope of 5%, and has been topographically mapped every 20 m. The criterion of both unpaved roads and accumulation basins is the basis of this work. The soil considered is the typical Acridric Red Latosol. From the identification of the defects caused by the accumulation of water on the runway is important for decision making. In this case, as the road is docked, it has decided to plunge the cross section around 4% and associate the accumulation basin. For the dimensioning of these circular basins, the 6-m diameter and 2.0 m deep program was used for the ESTRADAS program. In the first treatment the accumulation basin is connected to the road by an open channel of 10 m in length. In the second, in the canal is planted Batatais grass with length of 10 m. In the third one is used a pre-basin of 3 m in diameter and 1,5 m of depth connected to the road by an open channel with 5 m of length. The bedroom also has a pre-basin with the same characteristics but with vegetated canal with Batatais grass of 5 m. The width of the channels is fixed at 0.80m and are set at 20m by 20m. The road subdivided in study is 5 m wide and 20 m long, totaling 100 m2 of area of influence for the collection of drainage of rainwater and sediments generated in this road. Maintaining the infiltration dynamics is another objective of this work. For this, physical attributes tests were performed before and after the construction of the basins and changes in the section of the road. The arrival of the sediments in the basins and pre basins significantly alter the physical attributes of direct interference in the infiltration dynamics or in the hydraulic conductivity. We simulated the variability of hydraulic conductivity in the laboratory with the permanent addition of sediments collected from the road, since there was no significant statistical difference in the field and in the laboratory. The estimation of sediments that reach the pre-basin was done using the SURFER program. As the hydraulic conductivity was not completely annulled, the microtomography was used to verify porosity behavior with depth. It was verified that sealing or inability to infiltrate occurs in successive layers and not only superficially as hypothesis. The variability of the porosity corroborates this finding. The CBR presented an average of 38%, enough for the road to be used as sub base, with great resistance. The best treatment is the pre-basin with vegetated canal, followed by vegetated canal, followed by pre- basin without vegetated canal, followed by non-vegetated canal. The cost of implementation, since the project, change of section and opening of the basins and channel was R 24240.0.Sincethereare24treatments,thenitisR 24240.0. Since there are 24 treatments, then it is R 1010,00/treatment.As estradas não pavimentadas possuem grande importância para o desenvolvimento social e econômico do Brasil, uma vez que servem de ligação as estradas pavimentadas. A erosão provocada pela água no leito e nas margens destas estradas é um dos principais fatores para sua degradação. Para avaliar utilizou se o método de resistência da estrada quanto a capacidade de suporte de carga (CBR), associado a trafegabilidade. Para evitar a erosão utilizou se as bacias de acumulação, associado à aspectos de conservação e a preservação ambiental. A estrada piloto está localizada no município de Goiânia – GO, tendo como referência a estrada GO 462 saída para o município de Nova Veneza. Essa estrada apresenta 600 m de comprimento, com declividade média de 5%, tendo sido mapeada topograficamente de 20 em 20 m. O solo da área é o Latossolo Vermelho Acriférrico típico. Como a estrada é encaixada, decidiu se chapar a seção transversal em torno de 4% e associar as bacias de acumulação. Foram construídas 24 bacias, porém 08 bacias apresentaram uniformidade para as análises. No primeiro tratamento a bacia de acumulação é ligada a estrada por um canal aberto de 10 m de comprimento. No segundo, no canal é plantado grama Batatais com comprimento de 10 m. No terceiro é utilizado uma pré bacia de 3 m de diâmetro e 1,5 m de profundidade ligada a estrada por um canal aberto com 5 m de comprimento. O quarto também tem uma pré bacia com mesmas características porém com canal vegetado com grama Batatais de 5 m. A largura dos canais é fixa em 0,80m e são colocadas em 20 em 20m da estrada. Para o dimensionamento dessas bacias circulares foi utilizado o programa ESTRADAS com 6 m de diâmetro e 2,0 m de profundidade. A estrada foi subdividida com lombada e tem 5 m de largura e 20 m de comprimento, totalizando 100 m2 de área de influência para a coleta de drenagem das águas pluviais e sedimentos gerados. Para manter a dinâmica de infiltração foram realizados ensaios dos atributos físicos antes e depois da construção das bacias e a mudança na seção da estrada. A chegada dos sedimentos nas bacias e pré bacias alteram significativamente os atributos físicos e interferem direta na dinâmica de infiltração ou ainda na condutividade hidráulica. Simulou se a variabilidade da condutividade hidráulica em laboratório com a adição permanente de sedimentos recolhidos da estrada, uma vez que não houve diferença estatística significativa no campo e no laboratório. Como a condutividade hidráulica não foi totalmente anulada, utilizou se a microtomografia para verificar o comportamento da porosidade com a profundidade. Constatou se que o selamento ou a incapacidade de infiltração acontece em camadas sucessivas e não somente superficialmente como era a hipótese. A variabilidade da porosidade corrobora essa constatação. O CBR apresentou média de 38%, suficiente para a estrada ser utilizada como sub base, com ótima resistência. O melhor tratamento é a pré bacia com canal vegetado, seguido de canal vegetado, seguido de pré bacia sem canal vegetado, seguido de canal não vegetado. O custo de implantação, desde o projeto, mudança de seção e abertura das bacias e canal foi de R24240,0.Comosa~o24tratamentos,enta~osa~oR24240,0. Como são 24 tratamentos, então são R 1010,00 / tratamento

    An Algorithm for Mining Implicit Itemset Pairs based on Differences of Correlations

    No full text
    Abstract. Given a transaction database as a global set of transactions and its local database obtained by some conditioning to the global one, we consider a pair of itemsets whose degrees of correlations are higher in the local database than in the global one. A problem of finding paired itemsets with high correlation in one database is known as Discovery of Correlation, and some algorithms to search for such characteristic paired itemsets are already proposed. However, even non-characteristic paired itemsets in the local database are also meaningful, provided the degree of correlation increases much higher in the local database than in the global one. They can be an implicit and hidden evidence showing that something particular to the local database occurs even though they are not yet realized as characteristic ones in the local. From this viewpoint, we have already proposed to measure the significance of paired itemsets by the difference of two correlations before and after the conditioning to the local database, and define a notion of DC pairs whose degrees of differences of correlations are high. As DC pairs are regarded as compound itemsets consisting of two component itemsets, we can have two basic strategies for finding them. One strategy firstly examines the compound itemsets and then the components, while another one does the component itemsets and then the compound ones. According to the former strategy, which we have already proposed and tested for its effectiveness, we have to enumerate many number of candidate compound itemsets that cannot be decomposable to components. For this reason, this paper presents a new algorithm according to the second strategy. It firstly enumerate possible component itemsets based on a new pruning rule for cutting off useless components. Secondly it forms the compound itemsets by combining the components thus detected, while we also make use of a constraint for preventing our algorithm from checking meaningless combinations.
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