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Exploring new possibilities for case based explanation of artificial neural network ensembles

Artificial neural network (ANN) ensembles have long suffered from a lack of interpretability. This has severely limited the practical usability of ANNs in settings where an erroneous decision can be disastrous. Several attempts have been made to alleviate this problem. Many of them are based on decomposing the decision boundary of the ANN into a set of rules. We explore and compare a set of new me

Modeling of Driver's Longitudinal Behavior

In the last years, many vehicle manufacturers have introduced advancedriver support in some of their automobiles. One of those new featuresis Adaptive Cruise Control (ACC), which extends the conventionalcruise control system to control of relative speed and distance toother vehicles. In order to design an ACC controller it is suitable tohave a model on drivers' behavior. Our approach to find dynam

Factors contributing to bladder fibrosis

Background: Bladder outlet obstruction, commonly resulting from benign prostatic hyperplasia or congenital urethral valves, is a prevalent cause of voiding dysfunction. This condition induces significant bladder hypertrophy, alters excitability, and increases residual urine. Obstruction has been extensively studied in experimental animal models using surgical obstruction. A frequent pathological e

Balayage of Measures : Behavior Near a Cusp

Let μ be a positive measure supported on a planar domain Ω. We consider the behavior of the balayage measure ν:=Bal(μ,∂Ω) near a point z0∈∂Ω at which Ω has an outward-pointing cusp. Assuming that the order and coefficient of tangency of the cusp are d>0 and a>0, respectively, and that dμ(z)≍|z-z0|2b-2d2z as z→z0 for some b>0 (here d2z is the Lebesgue measure on C), we obtain the leading order term

Integrating Social and Environmental Commitments into Business Strategy and Operations The case study of Mountain Equipment Co-op

Corporate sustainability research and practice are beginning to move beyond eco-efficiency. In our search to conceptualise sustainable development in terms that make sense to business, a growing range of frameworks, tools and management systems have emerged to support efforts to improve the social and environmental performance of companies. One of the challenges for business is to sort through the

TRIPS, Patents and Traditional Knowledge

Through WTO membership, a large number of countries are parties to the Agreement on Trade-Related Aspects of Intellectual Property Rights, also known as TRIPs. The strongest form of IP protection is the patent, which grants a number of valuable exclusive rights when the criteria for patentability have been met. Patents are often claimed to be a means for inventors to regain the expenses they may h

Consuming the way into working life - Analyzing the changing consumption behaviors and corresponding identity movements of young people during their transition from student to work life

This research confirms previous studies stating that in transition periods people are more likely to change their product preferences and use consumption as a tool to support the new role, as well as to keep and construct stable and harmonious identity. This study contributes to the identity domain of CCT by identifying the changing relationship to possessions in this specific transition and the s

Ekologisk hållbarhet, vad är det?

The concept of sustainable development has repeatedly been criticized for being vague. Scholars have all but agreed to disagree on a possible definition. This study constitutes an attempt to define the concept of environmental sustainability. The main objective is that present-day ambiguity and vagueness of the concept is turned into an intelligible communication and constructive discussion (jfr S

Dödsbudet – en studie om LSS-personals erfarenheter av ansvar i samband med känsliga frågor

Abstract Author: Felipe Martinez.C Title: A study on staff´s responsibility management and experience of a Swedish LSS home residents loss of a relative The purpose of this study has been to highlight the experience of responsibility and management when a relative to a person who has lived at one LSS-home dies. Occupants in the LSS-homes are individuals that have different kinds of disabilitie

IP Management System Quality Tool - Continuous assessment and improvement of IP management

Today’s information society puts an increased demand on companies to have implemented a structured IP management system to protect and control their knowledge. This report describes the development of a quality tool that serves the purpose of identifying improvement areas in IP Management Systems at middle sized product development companies. The quality tool should represent a systematic approac

Dramatik på arbetet - Hur socialarbetare förhåller sig till de omedelbara omhändertaganden som verkställs på grund av brister i hemmiljön

Drama at work - How social workers cope with compulsory care cases due to neglect The purpose of this study was to examine how social workers cope with compulsory care cases due to neglect. This essay aims to highlight the difficult, and often emotionally hard, process of making a legitimate decision. I´ve chose power as my main perspective in order to examine my purpose. My methodology was quali

Entrepreneurial motivation as the essential factor for venture success

In this paper I review the current body of knowledge linking entrepreneurial motivation and performance. From this frame of reference I evaluate my experiences in commercialization of university research within the context of the entrepreneurship program. Commercialization of university research and external ideas has been a major priority of program. The students are strongly encouraged to develo

Do Companies Value ESG? An investigation of the potential relationship between ESG performance and deal premiums paid in acquisitions.

This paper sheds light on companies’ valuation of ESG performance by examining the potential impact that the ESG-score of the target firm has on bid premiums in Mergers & Acquisitions (M&A). While extensive research has been conducted on sustainable investing, no consensus regarding the influence of ESG performance on M&A activities has been reached. With a sample of 224 deals complete

Mine Action and Climate Change: A Case Study of Water in Yemen

The following research explores a critical intersection between the work of mine action and the climate. It addresses the amplified impacts of climate change on water in Yemen, a country afflicted by protracted conflict and growing climate threats. This study showcases the necessity of integrating climate considerations into the mine action strategies and underpins the impact of climate change on

Magnetization orientation dependence of the quasiparticle spectrum and hysteresis in ferromagnetic metal nanoparticles

We use a microscopic Slater-Koster tight-binding model with short-range exchange and atomic spin-orbit interactions that realistically captures generic features of ferromagnetic metal nanoparticles to address the mesoscopic physics of magnetocrystalline anisotropy and hysteresis in nanoparticle-quasiparticle excitation spectra. Our analysis is based on qualitative arguments supported by self-consi

Antonyms in dictionary entries: Methodological aspects

This paper takes the treatment of antonymy in Collins COBUILD Advanced Learner's English Dictionary (2003) as the point of departure for a discussion about the principles of antonym inclusion in dictionaries and corpus methodologies in lexicology. CCALED includes canonical antonyms such as good/ bad and dead/alive, as well as more contextually restricted pairings such as hot/ mild and flat/fizzy.

Discarding Heparins as Treatment for Progressive Stroke in Sweden 2001 to 2008

Background and Purpose-High-dose heparin has been used extensively to treat patients with progressive ischemic stroke, but the scientific support is poor and the current stroke guidelines advise against its use. We studied how heparin treatment for progressive stroke has been discarded in Sweden. Methods-All 78 hospitals in Sweden that admit acute stroke patients participate in Riks-Stroke, the Sw

Same Business Same System?: A Critique of organization and the information systems process.

In trying to understand any aspect surrounding the success and failure of information systems (IS) practice, concepts of organizational analysis become increasingly important. Many issues arise and must be dealt with when an information system is to be developed and implemented. In order to avoid information system failures, information system analysts should adopt an approach that exploits the in

Functional properties of galectin-3. Beyond the sugar binding.

Popular Abstract in Uncoded languages Kronična upala je u podlozi mnogih bolesti modernog čovjeka kao što su djiabetes, astma, ateroskleroza itd. Upalu predvode različiti tkivni makrofagi. Proteini iz porodice galektina, proizvedeni u makrofagima, dodatno pridonose razvoju bolesti, stoga je od velikog interesa odgonetnuti različite funkcije galektina. Ovaj rad nastoji identificirati specifične uloContemporary diseases like diabetes, asthma, atherosclerosis etc. are marked by chronic inflammation, often supported by the activity of different macrophages. Proteins from galectin family were found to contribute to disease pathophysiology. Therefore, there is an intensive interest in understanding different galectin functions. The aim of this thesis was to pin-point specific galectin-3 roles in

The effects of 55 years of different inorganic fertiliser regimes on soil properties and microbial community composition

Agricultural fertilisation increases crop yields but can cause environmental damage, thus reductions in inorganic fertiliser application have been advocated. Farmer usage of phosphate rock has declined over the last decade, which may lead to soil nutrient depletion that undermines future crop production. We investigated the long-term (55 years) effects of eight different inorganic fertiliser regim