Prediction of integral type failures in semiconductor manufacturing through classification methods

Smart management of maintenances has become fundamental in manufacturing environments in order to decrease downtime and costs associated with failures. Predictive Maintenance (PdM) systems based on Machine Learning (ML) techniques have the possibility with low added costs of drastically decrease failures-related expenses; given the increase of availability of data and capabilities of ML tools, PdM systems are becoming really popular, especially in semiconductor manufacturing. A PdM module based on Classification methods is presented here for the prediction of integral type faults that are related to machine usage and stress of equipment parts. The module has been applied to an important class of semiconductor processes, ion-implantation, for the prediction of ion-source tungsten filament breaks. The PdM has been tested on a real production dataset. © 2013 IEEE.

Portugal's Quota-Parity Law: An Analysis of its Adoption

In August 2006, Portugal approved a new quota law, called the parity law. According to this, all candidate lists presented for local, parliamentary, and European elections must guarantee a minimum representation of 33 per cent for each sex. This article analyses the proximate causes that led to the adoption of gender quotas by the Portuguese Parliament. The simple answer is that the law’s passage was a direct consequence of a draft piece of legislation presented by the Socialist Party (PS), which enjoyed a majority. However, the reasons that led the PS to push through a quota law remain unclear. Using open-ended interviews with key women deputies from all the main Portuguese political parties, and national public opinion data, among other sources, the role of four actors/factors that were involved in the law’s adoption are critically examined: notably, civil society actors, state actors, international and transnational actors, and the Portuguese political context.

Rapid evolution of cancer/testis genes on the X chromosome.

BACKGROUND: Cancer/testis (CT) genes are normally expressed only in germ cells, but can be activated in the cancer state. This unusual property, together with the finding that many CT proteins elicit an antigenic response in cancer patients, has established a role for this class of genes as targets in immunotherapy regimes. Many families of CT genes have been identified in the human genome, but their biological function for the most part remains unclear. While it has been shown that some CT genes are under diversifying selection, this question has not been addressed before for the class as a whole. RESULTS: To shed more light on this interesting group of genes, we exploited the generation of a draft chimpanzee (Pan troglodytes) genomic sequence to examine CT genes in an organism that is closely related to human, and generated a high-quality, manually curated set of human:chimpanzee CT gene alignments. We find that the chimpanzee genome contains homologues to most of the human CT families, and that the genes are located on the same chromosome and at a similar copy number to those in human. Comparison of putative human:chimpanzee orthologues indicates that CT genes located on chromosome X are diverging faster and are undergoing stronger diversifying selection than those on the autosomes or than a set of control genes on either chromosome X or autosomes. CONCLUSION: Given their high level of diversifying selection, we suggest that CT genes are primarily responsible for the observed rapid evolution of protein-coding genes on the X chromosome.

Uptake of new treatment strategies for deep vein thrombosis: an international audit.

OBJECTIVE: Study of the uptake of new medical technologies provides useful information on the transfer of published evidence into usual practice. We conducted an audit of selected hospitals in three countries (Canada, France, and Switzerland) to identify clinical predictors of low-molecular-weight (LMW) heparin use and outpatient treatment, and to compare the pace of uptake of these new therapeutic approaches across hospitals. DESIGN: Historical review of medical records. SETTING AND PARTICIPANTS: We reviewed the medical records of 3043 patients diagnosed with deep vein thrombosis (DVT) in five Canadian, two French, and two Swiss teaching hospitals from 1994 to 1998. Measures. We explored independent clinical variables associated with LMW heparin use and outpatient treatment, and determined crude and adjusted rates of LMW heparin use and outpatient treatment across hospitals. RESULTS: For the years studied, the overall rates of LMW heparin use and outpatient treatment in the study sample were 34.1 and 15.8%, respectively, with higher rates of use in later years. Many comorbidities were negatively associated with outpatient treatment, and risk-adjusted rates of use of these new approaches varied significantly across hospitals. CONCLUSION: There has been a relatively rapid uptake of LMW heparins and outpatient treatment for DVT in their early years of availability, but the pace of uptake has varied considerably across hospitals and countries.

Investigation of motivation strategies used by school teachers for workplace engagement

The purpose of this study was to explore the strategies that elementary school teachers use to be engaged in their work. Participation was solicited from a random sample of schools stratified by location (i.e., urban, inner city, and rural) of a large school board. The study used an anonymous quantitative/qualitative questionnaire. The survey tool was based upon Kahn's (1990) psychological engagement framework, which presents the foundation of availability of self, meaningfulness of work, and safety while at work. Forty-one surveys were analyzed descriptively including a subgroup of self-rated highly engaged teachers. Teachers tended to favour physical and emotional strategies compared to cognitive type strategies, with the exception of the highly engaged subgroup. The theme of preferred strategies reflected a setting outside the school/workplace, that is, a preference for horne based strategies. The study's main contribution highlights the teachers' sense of importance for physical and emotional health in a profession that is heavily focused in the cognitive domain. This may influence administrative and teacher discourse regarding workplace engagement with strategies to help reduce stress and to maintain and increase teacher engagement.

Sale of Land for Taxes to W.H. Dickson

Notice of sale of land for taxes to W. H. Dickson. This is a handwritten document. The land consists of 4 acres of Lot no. 12 in the 5th Concession of Wainfleet. This is dated May 23, 1857 [signatures are illegible]. On the back there is a note that Walter Hamilton Dickson has transferred this land to Joseph Augustus Woodruff, Dec. 3, 1861.

Letter to the Estate of W.D. Woodruff from S. Mitchell, secretary of the Lincoln Paper Mills Company

Letter to the Estate of W.D. Woodruff from S. Mitchell, secretary of the Lincoln Paper Mills Company (1 page, printed). This is a notice of the 43rd annual meeting of the shareholders of the Lincoln Paper Mills Company, Limited. This is accompanied by an envelope, Feb. 7, 1921.

Letter to Mrs. A.L. Woodruff from S. Mitchell, secretary of the Lincoln Paper Mills Company

Letter to Mrs. A.L. Woodruff from S. Mitchell, secretary of the Lincoln Paper Mills Company (1 page, printed). This is a notice of the 43rd annual meeting of the shareholders of the Lincoln Paper Mills Company, Limited. This is accompanied by an envelope, Feb. 7, 1921.

Letter to Dr. T.A. Woodruff from S. Mitchell, secretary of the Lincoln Paper Mills Company

Letter to Dr. T.A. Woodruff from S. Mitchell, secretary of the Lincoln Paper Mills Company (1 page, printed). This is a notice of the 43rd annual meeting of the shareholders of the Lincoln Paper Mills Company, Limited. This is accompanied by an envelope, Feb. 7, 1921.

Indenture of bargain and sale (vellum) between David William Smith of Alnwick, Great Britain and William Dickson of Niagara

Indenture of bargain and sale (vellum) between David William Smith of Alnwick, Great Britain and William Dickson of Niagara for 90 acres in the Township of Niagara –instrument no. 5926. Attached to this is a notice of Power of Attorney dated Apr. 6, 1810, which states that David William Smith of Alnwick, Great Britain allows James Crooks of Niagara to be his lawful attorney. The power of attorney is slightly torn. This does not affect the text, Sept. 21, 1810.

Les déterminants de l’intégration pédagogique des Technologies de l’Information et de la Communication (TIC) par les enseignants à l’Université de Ouagadougou (Burkina Faso)

L’objectif général de cette recherche doctorale est l’étude des déterminants de l’intégration pédagogique des technologies de l’information et de la communication (TIC) par les professeurs à l’Université de Ouagadougou (UO). Cela nous a conduit à étudier respectivement les compétences technologiques des professeurs, les facteurs de résistance contraignant l’intégration pédagogique des TIC par ces professeurs, l’acceptation et les usages spécifiques des TIC par les professeurs. Ce travail s’est bâti autour des concepts théoriques sur les usages éducatifs des TIC, les compétences technopédagogiques, les facteurs de résistance, l’acceptation des TIC et l’intégration pédagogique des TIC. Ces concepts se sont inscrits dans les cadres d’analyses des modèles d’intégration des TIC par les professeurs et des modèles d’acceptation et d’utilisation d’une nouvelle technologie. La stratégie d’analyse des données s’est construite autour des approches descriptives et analytiques notamment au moyen de l’utilisation de la psychométrie et/ou de l’économétrie des modèles à variables dépendantes limitées. Utilisant la recherche quantitative, le recrutement de 82 professeurs par avis de consentement à participer, a permis de collecter les données sur la base de questionnaires dont la majeure partie est bâtie autour de questions à échelle de Likert. L’étude des compétences technologiques des professeurs a permis d’une part, de dresser un portrait des usages des TIC par les professeurs. En effet, les usages les plus répandus des TIC dans cette université sont les logiciels de bureautique, les logiciels de messagerie électronique et de navigation dans Internet. Elle a aussi permis de faire un portrait des compétences technologiques des professeurs. Ceux-ci utilisent à la fois plusieurs logiciels et reconnaissent l’importance des TIC pour leurs tâches pédagogiques et de recherche même si leur degré de maîtrise perçue sur certaines des applications télématiques reste à des niveaux très bas. Par rapport à certaines compétences comme celles destinées à exploiter les TIC dans des situations de communication et de collaboration et celles destinée à rechercher et à traiter des informations à l’aide des TIC, les niveaux de maîtrise par les professeurs de ces compétences ont été très élevés. Les professeurs ont eu des niveaux de maîtrise très faibles sur les compétences destinées à créer des situations d’apprentissage à l’aide des TIC et sur celles destinées à développer et à diffuser des ressources d’apprentissage à l’aide des TIC malgré la grande importance que ceux-ci ont accordée à ces compétences avancées essentielles pour une intégration efficace et efficiente des TIC à leurs pratiques pédagogiques. L’étude des facteurs de résistance a permis d’ériger une typologie de ces facteurs. Ces facteurs vont des contraintes matérielles et infrastructurelles à celles liées aux compétences informatiques et à des contraintes liées à la motivation et à l’engagement personnel des professeurs, facteurs pouvant susciter des comportements de refus de la technologie. Ces facteurs sont entre autres, la compatibilité des TIC d’avec les tâches pédagogiques et de recherche des professeurs, l’utilité perçue des TIC pour les activités pédagogiques et de recherche, les facilités d’utilisation des TIC et la motivation ou l’engagement personnel des professeurs aux usages des TIC. Il y a aussi les coûts engendrés par l’accès aux TIC et le manque de soutien et d’assistance technique au plan institutionnel qui se sont révelés enfreindre le développement de ces usages parmi les professeurs. Les estimations des déterminants de l’acceptation et des usages éducatifs des TIC par les professeurs ont montré que c’est surtout « l’intention comportementale » d’aller aux TIC des professeurs, « l’expérience d’Internet » qui affectent positivement les usages éducatifs des TIC. Les « conditions de facilitation » qui représentent non seulement la qualité de l’infrastructure technologique, mais aussi l’existence d’un soutien institutionnel aux usages des TIC, ont affecté négativement ces usages. Des éléments de recommandation issus de ce travail s’orientent vers la formation des professeurs sur des compétences précises identifiées, l’amélioration de la qualité de l’infrastructure technologique existante, la création d’un logithèque, la mise en œuvre d’incitations institutionnelles adéquates telles que l’assistance technique régulière aux professeurs, l’allègement des volumes horaires statutaires des professeurs novateurs, la reconnaissance des efforts déjà réalisés par ces novateurs en matière d’usages éducatifs des TIC dans leur institution.

Investigations on the Structural, Spectral and Magnetic Interactions of Transition Metal Complexes of Multidentate Ligands from Di-2-pyridyl ketone and N(4)-substituted Thiosemicarbazides

The present work deals with the investigations on sthe structural spectral and magnetic interactions of transition metal complexes of multidentate ligands from D1-2-pyridyl ketone and N(4)-Substituted thiosemicarbazides.Thiosemicarbazones are thiourea derivatives with the general formula R2N— C(S)—NH—N=CR2. In the solution state, the thiosemicarbazones exhibit the thionethiol tautomerism similar to the keto-enol tautomerism, and in solution state the thiol form predominates and a deprotonation at the thiolate group in alcoholic medium enhances the coordination abilities ofthe thiosemicarbazones.The magnetochemistry of metal complexes of di-2-pyridyl ketone is a current hot subject of research, which mainly owes to the excellent structural diversity of the complexes ranging from cubanes to clusters, with promising ferromagnetic outputs.Only few efforts were aimed at the magnetochemistry of metal complexes of thiosemicarbazones, and that too were concerned with the complexes of bisttltioscinicarbazones). However, as far as the monothiosemicarbazones are concerned, the magnetochemistry of transition metal complexes of di-2-pyridyl ketone thiosemicarbazones turned up quite unexplored. Consequently, an investigation into it appeared novel and promising to us and that prompted this study, which can be regarded as the initial step towards exploring the magnetochemistry of thiosemicarbazone complexes, especially of di-2-pyridyl ketone derivatives.We could successfully isolate single crystals suitable for X-ray diffraction for the first three ligands. To conclude, we have synthesized some new thiosemicarbazones and their transition metal complexes and studied their structural, spectral and magnetic attributes. Some ofthe complexes revealed interesting stereochemistries and possible bridging characteristics with spectroscopic evidences. Unfortunately, single crystal Xray diffraction studies could not be carried out for many of these interesting compounds due to the lack of availability of suitable quality single crystals. However, the magnetic studies provided support for the proposed stereochemistry giving evidences for their magnetically concentrated nature. The magnetic susceptibilities measured at six different temperatures in the 80-298 K range are fitted into different magnetic equations, which provided an idea about the magnetic behavior of the compounds under study. Some of the copper, oxovanadium, nickel and cobalt complexes are found to possess anomalous magnetic moments, i.e., they revealed no regular gradation with temperature. However, some other copper complexes are observed to be antiferromagnetic, due to super-exchange pathways. The manganese complexes and one of the cobalt complexes are also observed to be antiferromagnetic in nature. However, some nickel complexes have turned up to be ferromagnetic. Accordingly, the versatile stereoehemistry and magnetic behavior of the complexes studied, prompt us to conclude that the transition metal complexes of di-2-pyridyl ketone thiosemicarbazones are promising systems for potential magnetic applications.

Service quality and reliability assessment of mobile communication infrastructure

The service quality of any sector has two major aspects namely technical and functional. Technical quality can be attained by maintaining technical specification as decided by the organization. Functional quality refers to the manner which service is delivered to customer which can be assessed by the customer feed backs. A field survey was conducted based on the management tool SERVQUAL, by designing 28 constructs under 7 dimensions of service quality. Stratified sampling techniques were used to get 336 valid responses and the gap scores of expectations and perceptions are analyzed using statistical techniques to identify the weakest dimension. To assess the technical aspects of availability six months live outage data of base transceiver were collected. The statistical and exploratory techniques were used to model the network performance. The failure patterns have been modeled in competing risk models and probability distribution of service outage and restorations were parameterized. Since the availability of network is a function of the reliability and maintainability of the network elements, any service provider who wishes to keep up their service level agreements on availability should be aware of the variability of these elements and its effects on interactions. The availability variations were studied by designing a discrete time event simulation model with probabilistic input parameters. The probabilistic distribution parameters arrived from live data analysis was used to design experiments to define the availability domain of the network under consideration. The availability domain can be used as a reference for planning and implementing maintenance activities. A new metric is proposed which incorporates a consistency index along with key service parameters that can be used to compare the performance of different service providers. The developed tool can be used for reliability analysis of mobile communication systems and assumes greater significance in the wake of mobile portability facility. It is also possible to have a relative measure of the effectiveness of different service providers.

Influence of aluminum hydroxide on potassium release from two Colombian soils

The effect of sesquioxides on the mechanisms of chemical reactions that govern the transformation between exchangeable potassium (Kex) and non-exchangeable K (Knex) was studied on acid tropical soils from Colombia: Caribia with predominantly 2 : 1 clay minerals and High Terrace with predominantly 1 : 1 clay minerals and sesquioxides. Illite and vermiculite are the main clay minerals in Caribia followed by kaolinite, gibbsite, and plagioclase, and kaolinite is the major clay mineral in High Terrace followed by hydroxyl-Al interlayered vermiculite, quartz, and pyrophyllite. The soils have 1.8 and 0.5% of K2O, respectively. They were used either untreated or prepared by adding AlCl3 and NaOH, which produced aluminum hydroxide. The soils were percolated continuously with 10mM NH4OAc at pH 7.0 and 10 mM CaCl2 at pH 5.8 for 120 h at 6 mL h(-1) to examine the release of Kex and Knex. In the untreated soils, NH4+ and Ca-2(+) released the same amounts of Kex from Caribia, whereas NH4+ released about twice as much Kex as Ca2+ from High Terrace. This study proposes that the small ionic size of NH4+ (0.54nm) enables it to enter more easily into the K sites at the broken edges of the kaolinite where Ca2+ (0.96 nm) cannot have access. As expected for a soil dominated by 2 : 1 clay minerals, Ca2+ caused Knex to be released from Caribia with no release by NH4+. No Knex was released by either ion from High Terrace. After treatment with aluminum hydroxide, K release from the exchangeable fraction was reduced in Caribia due to the blocking of the exchange sites but release of Knex was not affected. The treatment increased the amount of Kex released from the High Terrace soil and the release of Knex remained negligible although with Ca2+ the distinction between Kex and Knex was unclear. The increase in Kex was attributed to the initially acidic conditions produced by adding AlCl3 which may have dissolved interlayered aluminum hydroxide from the vermiculite present, thus exposing trapped K as exchangeable K. The subsequent precipitation of aluminum hydroxide when NaOH was added did not interfere with the release of this K, and so was probably formed mostly on the surface of the dominant kaolinite. Measurement of availability of K by standard methods using NH4 salts could result in overestimates in High Terrace and this may be a more general shortcoming of the methods in kaolinitic soils.

Discussion on the importance of making things right

Critical notice of 'From metaphysics to ethics' by Frank Jackson.