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Valuing Passes in Actions Leading to the Third Zone on the Pitch with Machine Learning Methods
No full textIn football, the ability to make accurate and effective passes to
the third zone of the pitch is a key aspect of a team’s success. Evaluating
these passes can provide valuable information about a team’s performance
and help coaches and analysts make informed decisions about their tactics
and strategies. In this article, we will explore the possibility of using artificial
intelligence methods to score passes to the third zone on the field, in
comparison to traditional metrics
Chat GPT – użycie sztucznej inteligencji do przygotowania zajęć językowych
No full text"Artykuł jest omówieniem aspektów edukacyjnych związanych z wykorzystaniem Chatu GPT przez nauczycieli języka angielskiego. Przedstawia różne sposoby wykorzystania Chatu w warsztacie nauczyciela na podstawie procesu przygotowania zajęć dla studentów uczelni technicznej. Autorki omawiają kwestie potencjalnych korzyści i wad użycia sztucznej inteligencji, poddając dyskusji kwestie etyczne związane z wykorzystaniem Chatu w edukacji. Dzielą się również praktycznymi wskazówkami ułatwiającymi przygotowanie zadań, prezentując wyzwania, jakie stoją przed nauczycielami i studentami w zakresie integracji sztucznej inteligencji w procesie nauki języka angielskiego.
Decoded city: Reading the Historical Peninsula of Istanbul under the shadow of different empires with multi-methods and approaches
No full textThis research aims to show the complexity that lies beneath the urban layout of the historical core in Istanbul, which has been in the spotlight over the centuries due to its strategic location and historical significance. The city was the capital of the Byzantine and Ottoman Empires throughout its history. In each period, the city was destroyed and the next generation simply rebuilt on the ruins of the previous one according to their everyday practices and own culture. This study examines the changes by using space syntax and Muratorian methods and also identifying the morphological regions of the city in terms of Conzenian tradition. The methodology is built in different scales: macro, meso and micro. Within these sections, morphological regionalization, which expresses the urban areas that have separate integrity from the other areas surrounding them in terms of form, is a method to figure out the relation among the main elements of urban form. In the research, the urban landscapes are read in multiple scales: the whole area, various ordered morphological regions as well as the building fabric and prominent buildings. Firstly, the expansion of the city in time and the urban components of each period as well as their differences were presented. Afterward, the spatial transformations of the area were defined by using spatial analysis. Secondly, Archaeological Park is analyzed. Lastly, the research describes how cultural changes reflected the palaces’ layouts in each era. To do so, j-graph analysis was used to investigate Byzantium and Ottoman Palaces. Each generation produced knowledge; those were adapted to tradition and reflected their own spatial culture. Three different morphological methods were adapted to decode the historical core of Istanbul. The study provides a better grasp of the transition of the area and traces culture in the sphere by means of internalist, normative and cognitive methods
Metamorphosis of Cultural Identity of Traditional and Non-Traditional Gated Communities: A Study of Vadodara, India
No full textThe formation of the gated communities within and outside the walled city and western suburbs of Vadodara is influenced by the socio-cultural and socio-economic determinants respectively. The period of post-liberalization,
particularly from 1991 onwards has witnessed a shift in social and economic values in society at large which has disintegrated the social construct and the concept of nuclear families have crept into Indian society vastly affecting the way housing typologies are designed and catered. This idea of modernization has transformed these traditional forms of gated communities into modern housing largely impairing the coherent urban fabric of the city, leading to irreversible process
Integrating Anomaly Detection for Enhanced Data Protection in Cloud-Based Applications
No full textIn this research, anomaly detection techniques and artificial neural
networks were employed to address the issue of attacks on cluster computing
systems. The study investigated the detection of Distributed Denial of
Service (DDoS) and Partition attacks by monitoring metrics such as network
latency, data transfer rate, and number of connections. Additionally, outlier
detection algorithms, namely Local Outlier Factor (LOF) and COF, as
well as ARIMA and SHESD models were tested for anomaly detection. Two
types of neural network architectures, multi-layer perceptron (MLP) and recursive
LSTM networks, were used to detect attacks by classifying events as
“attack” or “no attack”. The study underscores the importance of implementing
proactive security measures to protect cluster computing systems
from cyber threats
Wpływ wielkości komórek drożdży na kinetykę ich rozrywania w homogenizatorze ultradźwiękowym
No full textUrban Highway Areas: Reconsidering Morphological Elements of the Approach to Urban Studies
No full textThis study aims to characterize and map morphological changes that occurred in urban areas crossed by capital transportation infrastructures such as highways. There are geographic, morphological and classification perspectives for considering these urban areas. Bearing it in mind, this paper tries to define a method between morphological and urban studies approach to these areas. The method is applied in the urban area of the E75 highway in the urban fabric of Belgrade (Serbia). Based on the historic approach, such as the evolutive perspective of the transformation stages, observation of the transportation infrastructure and the surrounding urban space through multi-scale morphological analysis includes modernization of the city from its construction, development period and transition to the actual times. Starting from specific criteria based on individual elements or clusters in the landscape, as a result of analysis, there are specific morphological elements that provide information about the characterization of urban highway and its urban space. Street as one of the primary elements of urban form is transformed. According to the fact that the infrastructure is a problematic formal element in the study of urban form, this paper can contribute to future urban morphological studies by identifying categories of morphological elements to study the relationship between transportation infrastructure and the urban space