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Metody omiczne w badaniach różnorodnościt ekologii i funkcji mikroorganizmów bytujących na materiałach technicznych
No full textŹródło BIP (https://politechnikalodzka.ssdip.bip.gov.pl/dyscyplina-inzynieria-chemiczna-dr-hab/277857_dyscyplina-inzynieria-chemiczna.html
Organizacje studenckie szansą na aktywność osób z niepełnosprawnościami nawet po studiach
No full textSustainable design and process in textiles for higher education
No full textThe book was prepared as a part of the GreenTEX project. GreenTEX, project no. 2021-1-PL01-KA220-HED-00032201Cover design: Zuzana Vesela"The E-Book on Sustainable Design and Process in Textiles is one of the several types of educational activities undertaken in the GreenTEX project. To the best authors‘ knowledge, it is necessary to change the awareness and approach to sustainability in the broad textile industry (and related ones). Future textile designers who in the future will create new products and solutions not only for the textile and clothing industry but also for others that use textile products (such as medicine, transport, hygiene industry and protective equipment) must have full knowledge and awareness of how to create new solutions in line with the goals of sustainable development. [...]"Co-funded by the European Unio
On the Search for Transparency between Contemporary Design and the History of the Place
No full textThe principal aim of this paper is to analyse the urban form, the buildings and the system of open spaces of a city in
Spain, Morella, in the present, looking back to understand the meaning of things, and to show, using examples, that history,
as context or precedent, over different periods of time, has always been a design tool. History allowed architects to find
a balance between permanence and change in changing a place and offering users a ‘new’ place in which memories and hope
can converge. To explain the transparency between architectural design and history, the city was analysed through drawings,
historical paintings, ethnographic reports, and in current and ancient maps. The result is a longitudinal study of Morella that
brings together: morphological configuration studies, the poetic act of design and, finally, the social use of space. The text
shows how architects, as historians who read the built environment, and history, as a source material for architectural practice,
make the dialogic relationship between contemporary design and the history of the place transparent
Revitalisation of urban infrastructural and industrial facilities for the function of urban agriculture – examples of good practice
No full textSince the 1960s, people have been looking for new solutions to produce food directly in urban areas. The need of reducing distance between where food is grown and where it is consumed, and to intensify cultivation in order to feed rapidly growing world population, were the main reasons for the concept. This resulted, among others, in the emergence of concept of urban vertical and roof farming but also in a turn towards the historical form of allotment gardens. One of the latest global trends, initiated around 2010, is a shift towards using roof space of existing buildings with different primary functions to introduce integrated rooftop farming as open-air (RTF) or greenhouse (iRTF). Therefore, the aim of the study is to analyse good design practices focused on converting different types of industrial facilities into urban farms of the North American networks Gotham Greens and Lufa Farms. A total of 12 existing buildings were analysed. The study adopted method of literature analysis, case study concluded with comparative analysis of the detailed data collection. The following research has made it possible to identify specific features of buildings which, due to their technical parameters, are predestined to be transformed into multifunctional RTFs. Catalogue of spatial activities that these historical objects undergo in order to be arranged for an atypical both industrial and agricultural function was also compiled
Wykłady z analizy matematycznej 2 dla informatyków
No full textPodręczniki i Skrypty Politechniki Łódzkiej, Nr 2413Publikacja elektronicznaProjekt okładki : Michał Bełdziński ; Marek GalewskiPrzedkładany Czytelnikowi podręcznik w jakiejś mierze stanowi odzwierciedlenie wykładów
z przedmiotu ’Analiza matematyczna 2’ dla studentów pierwszego stopnia informatyki
stosowanej. Notatki do wykładów istniały już wcześniej w różnej postaci i postanowiłem
je połączyć w pewną całość. Mam świadomość, iż wprowadzane przeze mnie podejście nie
jest w żadnej mierze nowatorskie, ale tak zredagowany podręcznik może być przydatny dla
studentów Politechniki Łódzkiej [...
Increasing Skin Lesions Classification Rates using Convolutional Neural Networks with Invariant Dataset Augmentation and the Three-Point Checklist of Dermoscopy
No full textIn the paper, we show how to tackle the problem of lack of the
rotation invariance in CNN networks using the authors’ Invariant Dataset
Augmentation (IDA) method. The IDA method allows to increase the classification
rates taking into account as an example the classification of the
skin lesions using a small image set. In order to solve the problem of the
lack of rotation invariance, IDA method was used and the dataset was increased
in an eightfold and invariant way. In the research, we applied the
IDA methods and compared the results of VGG19, XN and Inception-ResNetv2
CNN networks in three skin lesions features classification defined by wellknown
dermoscopic criterions e.g. the Three-Point Checklist of Dermoscopy
or the Seven-Point Checklist. Due to Invariant Dataset Augmentation, the
classification rate parameters like true positive rate by almost 20%, false
positive rate as well as the F1 score and Matthews correlation coefficient
have been significantly increased opposite to type II error that has significantly
decreased. In the paper, the confusion matrix parameters result in:
98-100% accuracy, 98-100% true positive rate, 0.0-2.3% false positive rate,
tests F1=0.95 and MCC=0.95. That general approach can provide higher
results while using CNN networks in other applications
Taxonomy of contemporary urban forms in France: Towards an Urban Atlas through Multiple Fabric Assessment
No full textBridging southern and northern Europe, France presents very diversified urban landscapes, combining vernacular cores, modernist developments, sprawling suburbia and very specific exurbs. Traditional urban and rural landscapes weredifferent among French cultural regions, whereas more recent ones are apparently more homogeneous throughout the country. Research in urban morphology and heritage conservation produced considerable knowledge about French traditional urban forms. On the contrary, attention to more recent forms and non-residential areas, as well as to their contributionto contemporary French cityscapes is more recent. The identification and characterisation of France’s urban fabricsand morphological regionalization of French cities remained for long a complex task, traditionally based on in-depth assessments, restricted to specific historical, geographical, and cultural contexts. Recent advancements in morphometric analysis propose innovative computer-aided protocols overcoming these limits. Among them, Multiple Fabric Assessment is a Bayesian streetscape-based urban morphometric protocol for morphological regionalization. First presented at ISUF2017, MFA has already been applied to several urban areas with diverse sociocultural contexts and geographical scales. MFA has been further developed and upscaled to analyse and compare wider study areas. The paper presents its implementation for four metropolitan areas of France, around the cities of Lyon, Marseille-Aix-en-Provence, Lille-Roubaix-Tourcoing and Nice-Cannes-Antibes, allowing a multiscale comparative analysis of French urban forms. A shared taxonomy of urban fabric types (morphotypes) for the different case studies is proposed. The outcome of these analyses is a first contribution to a national atlas of morphologically regionalized metropolitan areas
Innowacyjne metody detekcji wyjątków w zbiorach danych różnych typów
No full textbrak autoreferatuŹródło BIP (https://politechnikalodzka.ssdip.bip.gov.pl/dyscyplina-informatyka-techniczna-i-telekomunikacja-dr-hab/277876_dyscyplina-informatyka-techniczna-i-telekomunikacja.html