A stepwise based fuzzy regression procedure for developing customer preference models in new product development

Fuzzy regression methods have commonly been used to develop consumer preferences models which correlate the engineering characteristics with consumer preferences regarding a new product; the consumer preference models provide a platform whereby product developers can decide the engineering characteristics in order to satisfy consumer preferences prior to developing the products. Recent research shows that these fuzzy regression methods are commonly used to model customer preferences. However, these approaches have a common limitation in that they do not investigate the appropriate polynomial structure which includes significant regressors with only significant engineering characteristics; also, they cannot generate interaction or high-order regressors in the models. The inclusion of insignificant regressors is not an effective approach when developing the models. Exclusion of significant regressors may affect the generalization capability of the consumer preference models. In this paper, a novel fuzzy modelling method is proposed, namely fuzzy stepwise regression (F-SR), in order to develop a customer preference model which is structured with an appropriate polynomial which includes only significant regressors.Based on the appropriate polynomial structure, the fuzzy coefficients are determined using the fuzzy least square regression. The developed fuzzy regression model attempts to obtain a better generalization capability using a smaller number of regressors. The effectiveness of the F-SR is evaluated based on two design problems, namely a tea maker design and a solder paste dispenser design. Results show that better generalization capabilities can be obtained compared with the fuzzy regression methods commonly-used for new product development. Also, smaller-scale consumer preference models with fewer engineering characteristics can be obtained. Hence, a simpler and more effective product development platform can be provided

Path ORAM: An Extremely Simple Oblivious RAM Protocol

We present Path ORAM, an extremely simple Oblivious RAM protocol with a small amount of client storage. Partly due to its simplicity, Path ORAM is the most practical ORAM scheme known to date with small client storage. We formally prove that Path ORAM has a O(log N) bandwidth cost for blocks of size B = Omega(log^2 N) bits. For such block sizes, Path ORAM is asymptotically better than the best known ORAM schemes with small client storage. Due to its practicality, Path ORAM has been adopted in the design of secure processors since its proposal

Green Procurement Practices and Barriers in Furniture Manufacturing Companies

Lack of awareness is the most significant barrier to implementing green procurement practices among procurement managers. Procurement managers seldom consider the effects of procurement on the environment. This situation will cause many environmental problems such as carbon dioxide emissions, climate change, greenhouse effects, pollution, and deforestation. Hence, the purpose of this study is to identify the current practices of green procurement in furniture manufacturing companies. Additionally, this study intends to determine barriers to green procurement practices in furniture manufacturing companies. In this study, 118 procurement officers and managers were chosen randomly from furniture manufacturing companies in Batu Pahat, Johor. This study applied a quantitative method and utilized the Statistical Package Social Science (SPSS) version 20.0 to analyse the data from the responses of questionnaires. Descriptive analysis was employed to achieve the research objectives. The findings of this study have revealed that current practices of green procurement in furniture manufacturing companies include ensuring the safe, incoming movement of product to facilities, followed by ensuring that suppliers locations are operated in a safe manner. Meanwhile, the main barrier to green procurement practices is that procedures for the implementation of green procurement are time-consuming. This study is important for furniture manufacturing companies to use green procurement practices in their operation and production processes

Topological Edge Plasmon Modes between Diatomic Chains of Nanoparticles

We study the topological edge plasmon modes between two "diatomic" chains of identical plasmonic nanoparticles. Zak phase for longitudinal plasmon modes in each chain is calculated analytically by solutions of macroscopic Maxwell's equations for particles in quasi-static dipole approximation. This approximation provides a direct analogy with the Su-Schrieffer-Heeger model such that the eigenvalue is mapped to the frequency dependent inverse-polarizability of the nanoparticles. The edge state frequency is found to be the same as the single-particle resonance frequency, which is insensitive to the separation distances within a unit cell. Finally, full electrodynamic simulations with realistic parameters suggest that the edge plasmon mode can be realized through near-field optical spectroscopy.Comment: 7 pages, 6 figure

Trust as a mediator in the relationship between childhood sexual abuse and IL-6 level in adulthood

Childhood sexual abuse (CSA) has been shown to predict the coupling of depression and inflammation in adulthood. Trust within intimate relationships, a core element in marital relations, has been shown to predict positive physical and mental health outcomes, but the mediating role of trust in partners in the association between CSA and inflammation in adulthood requires further study. The present study aimed to examine the impact of CSA on inflammatory biomarkers (IL-6 and IL-1β) in adults with depression and the mediating role of trust. A cross-sectional survey data set of adults presenting with mood and sleep disturbance was used in the analysis. CSA demonstrated a significant negative correlation with IL-6 level (r = -0.28, p<0. 01) in adults with clinically significant depression, while trust showed a significant positive correlation with IL-6 level (r = 0.36, p < .01). Sobel test and bootstrapping revealed a significant mediating role for trust between CSA and IL-6 level. CSA and trust in partners were revealed to have significant associations with IL-6 level in adulthood. Counterintuitively, the directions of association were not those expected. Trust played a mediating role between CSA and adulthood levels of IL-6. Plausible explanations for these counterintuitive findings are discussed

Cost-effectiveness of Dermabond versus sutures for lacerated wound closure: A randomised controlled trial

1. For management of simple lacerated wounds, tissue adhesive (Dermabond) achieved more positive outcomes but incurred higher cost, compared with standard sutures. 2. Dermabond may be more cost-effective than standard sutures from a societal viewpoint. 3. Use of sutures required more nursing time and additional costs from subsequent dressing, whereas use of Dermabond incurred higher equipment costs. 4. Dermabond achieved better appearance outcome and patient satisfaction, compared with sutures. 5. Pain levels were not significantly different in patients treated with Dermabond or sutures