Actionable pattern analysis in computing and business intelligence systems

With advances in science and technology, computing and business intelligence (BI) systems are steadily becoming more complex with an increasing variety of heterogeneous software and hardware components. They are thus becoming progressively more difficult to monitor, manage and maintain. Traditional approaches to system management have largely relied on domain experts through a knowledge acquisition process that translates domain knowledge into operating rules and policies. It is widely acknowledged as a cumbersome, labor intensive, and error prone process, besides being difficult to keep up with the rapidly changing environments. In addition, many traditional business systems deliver primarily pre-defined historic metrics for a long-term strategic or mid-term tactical analysis, and lack the necessary flexibility to support evolving metrics or data collection for real-time operational analysis. There is thus a pressing need for automatic and efficient approaches to monitor and manage complex computing and BI systems. To realize the goal of autonomic management and enable self-management capabilities, we propose to mine system historical log data generated by computing and BI systems, and automatically extract actionable patterns from this data. This dissertation focuses on the development of different data mining techniques to extract actionable patterns from various types of log data in computing and BI systems. Four key problems—Log data categorization and event summarization, Leading indicator identification , Pattern prioritization by exploring the link structures , and Tensor model for three-way log data are studied. Case studies and comprehensive experiments on real application scenarios and datasets are conducted to show the effectiveness of our proposed approaches.

Women in Athletic Training: Striving for Equity

The demands of athletic training are unique to the profession and many of the concerns of women in the NATA are similar to those of female executives in other professions. The purpose of this paper is to identify challenges for women in athletic training and reveal areas of inequity.

Women in Nontraditional Career and Technical Education

The purpose of this research is to outline several of the issues that serve as barriers to women participating in nontraditional career and technical education in an effort to prompt solution based strategies on the part of career and technical instructors, adult education practitioners, and administrators.

Epidemiologic Features of Vulvovaginal Candidiasis among Reproductive-Age Women in India

Background. Vulvovaginal candidiasis is characterized by curd-like vaginal discharge and itching, and is associated with considerable health and economic costs. Materials and Methods. We examined the incidence, prevalence, and risk factors for vulvovaginal candidiasis among a cohort of 898 women in south India. Participants completed three study visits over six months, comprised of a structured interview and a pelvic examination. Results. The positive predictive values for diagnosis of vulvovaginal candidiasis using individual signs or symptoms were low (<19%). We did not find strong evidence for associations between sociodemographic characteristics and the prevalence of vulvovaginal candidiasis. Women clinically diagnosed with bacterial vaginosis had a higher prevalence of vulvovaginal candidiasis (Prevalence 12%, 95% CI 8.2, 15.8) compared to women assessed to be negative for bacterial vaginosis (Prevalence 6.5%, 95% 5.3, 7.6); however, differences in the prevalence of vulvovaginal candidiasis were not observed by the presence or absence of laboratory-confirmed bacterial vaginosis. Conclusions. For correct diagnosis of vulvovaginal candidiasis, laboratory confirmation of infection with Candida is necessary as well as assessment of whether the discharge has been caused by bacterial vaginosis. Studies are needed of women infected with Candida yeast species to determine the risk factors for yeast’s overgrowth.

Women in Cuban Music: An Illustrated Lecture, by Emilio Cueto

The flyer promotes the event "Women in Cuban Music: An Illustrated Lecture, by Emilio Cueto" cosponsored by the FIU Libraries as part of the Viernes de Musicalia series of the Díaz-Ayala Cuban and Latin American Popular Music Collection.

The impact of the changing weaving industry on the culture and socioeconomic development of maya women in Guatemala

Growing demand for handwoven Maya textiles from Guatemala parallels recent international fascination with Maya civilization. This thesis surveys the effects of increases in demands for artisan textiles in Guatemala, and explores the reactions of women involved in Aj Quen, a weavers' association. The hypothesis is that the well-being of Maya women depends on their participation in the association. This is tested by using indicators of the weavers' attitudes defined as their "well-being" regarding 1) health, 2) education levels, 3) child care practices, and 4) economic stability. Interviews were conducted with 127 Maya women. Data were documented, providing a crucial missing link in the current literature of "women in Guatemala." The results of this study yield baseline data demonstrating that health and child care practices are not directly related to women's participation in the association. Their education levels increased as a direct result of working with the association, as did economic stability, although less consistently.

Knowledge and perceptions of domestic violence services among women in Ghana

Support services are important to the mental and physical well-being of survivors of intimate partner violence. However, researchers and service providers note that survivors seldom report violence to formal domestic violence services in Ghana. Despite calls from service providers for Ghanaians to report domestic violence, few studies have focused on women’s knowledge and perceptions of formal domestic violence services in Ghana and how these perceptions influence their help-seeking behaviour. This thesis presents qualitative findings on Ghanaian women's knowledge and perceptions of formal domestic violence services. Also, challenges to service delivery are explored. Results revealed that awareness among respondents of available services was low. Additionally, most respondents had negative perceptions of these formal services. This study demonstrates that more educational campaigns need to be carried out to raise awareness among Ghanaians on domestic violence and the formal interventions available in the country. Additionally, service providers and policy makers must formulate programmes and policies that are better suited to the uniqueness of the Ghanaian situation.

Religious differences in electoral turnout among women in Northern Ireland

Peer reviewed

Mormon women in support of ERA at International Women's Year conference in Houston

General note: Title and date provided by Bettye Lane.

"Sexism in the Schools" conference at P.S. 41 about the changing roles of women in Africa and America

General note: Title and date provided by Bettye Lane.

Women in support of Iranian women and aginst [Ruhollah] Khomeni

General note: Title and date provided by Bettye Lane.

Betty Friedan speaks at "Films and Women" meeting about violence against women in motion pictures

General note: Title and date provided by Bettye Lane.

Women in support of Iranian women demonstration

General note: Title and date provided by Bettye Lane.

Women in Central Park after second Women's March down Fifth Avenue

General note: Title and date provided by Bettye Lane.