Bangla Character Detection Using Enhanced YOLOv11 Models: A Deep Learning Approach by Mahbuba Aktar, Nur Islam, Chaoyu Yang

“…A key limitation lies in the absence of robust detection frameworks capable of accommodating the script’s complex visual patterns and nuances. To address this gap, we propose an enhanced object detection model based on the YOLOv11 architecture, incorporating a ResNet50 backbone for improved feature extraction. …”
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Delayed Vegetation Mortality After Wildfire: Insights from a Mediterranean Ecosystem by Giulia Calderisi, Ivo Rossetti, Donatella Cogoni, Giuseppe Fenu

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Analysis of approaches, theories and concepts of cinematherapy in working with children with mental disorders. Part 1 by Dmitry Vyacheslavovich Bosov, Ruslan Yuryevich Dolya

“…The methods used are: a comparative method for comparing approaches, theories and concepts of cinema therapy in different countries; the historical method as a way of studying historical patterns through specific manifestations of historical facts in the form of the emergence and development of cinema therapy approaches, theories and concepts; analysis method as analysis of an integral object of cinema therapeutic theory into parts for its detailed study; a synthesis method as a process of combining disparate concepts of cinema therapeutic theories into a whole; a systematization method as an organization of the studied theoretical approaches of cinema therapy into a specific system; typologization method for identifying similar and distinctive features in approaches, theories, concepts of cinema therapy. …”
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Consequences for Maasai pastoralists of changing water access regimes in the Greater Amboseli ecosystem, Kenya by Arthur Bostvironnois, François Mialhe, Yanni Gunnell, Oldrich Navratil

“…A succession of externally driven rural development, land reform and conservation policies has contributed to the reshaping of patterns and regimes of access to water by modifying land ownership and attracting new activities such as crop irrigation and safari tourism. …”
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Comparative Analysis of Data Visualization and Deep Learning Models in Air Quality Forecasting by Bihter Daş, Damla Mengus

“…Furthermore, a data fusion technique was applied to integrate multiple pollutant enhancing the richness and reliability of the input features for modeling. The increasing air pollution issue, driven by factors such as population growth, urbanization, and industrial development, is a major environmental concern. …”
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Self-Organization of Senior as a System-Forming Factor of Active Longevity by D. P. Kozachok, M. V. Kornilova, V. N. Kamenskih

“…The novelty of the studied approach to self-organization of the elderly lies in the possibility of its interpretation as a way of constructing a new social reality/activity of older people, where state assistance involves abandoning the dependent scenario (“come and take what you can take”), providing opportunities for individual development patterns (“come and create it yourself as you like"). …”
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Client aware adaptive federated learning using UCB-based reinforcement for people re-identification by Dinah Waref, Yomna Alayary, Nadeen Fathallah, Mohamed A. Abd El Ghany, Mohammed A.-M. Salem

“…The surveillance data contains personally identifiable information such as facial images, behavioral patterns, and location data, which can be used for malicious purposes such as identity theft, stalking, or discrimination. …”
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Photovoltaic solar energy prediction using the seasonal-trend decomposition layer and ASOA optimized LSTM neural network model by Venkatachalam Mohanasundaram, Balamurugan Rangaswamy

“…However, accurate forecasting of Solar Energy (SE) output remains a significant challenge due to the inherent variability and intermittency of solar irradiance (SI), which is affected by factors such as weather conditions, geographic location, and seasonal patterns. Reliable prediction models are crucial for optimizing energy management, ensuring grid stability, and minimizing operational costs. …”
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Perform-therapy as a method for restoring identity under conditions of postmodernist fragmentation by Anatoliy A. Grebenyuk

“…This stance is shown to activate universal cognitive-affective mechanisms, including the default mode network and ritual behavioral patterns, thus restoring the subject’s capacity for experience, action, and symbolic integration. …”
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Historical landscape studies in Ireland by Anngret Simms

“…Evans (Belfast), whose work focused on the relic features of traditional settlement and field patterns to T. …”
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Genome-wide analysis of transcription factors during somatic embryogenesis in banana (Musa spp.) cv. Grand Naine. by Shivani, Praveen Awasthi, Vikrant Sharma, Navjot Kaur, Navneet Kaur, Pankaj Pandey, Siddharth Tiwari

“…All genes were analyzed for their structural features, subcellular, and chromosomal localization. …”
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A Computational Approach to Understanding Agglutinative Structures in Urdu by Muhammad Shoaib Tahir, Mahnoor Amjad

“…The study highlights key patterns, such as the prevalent use of prefixes like "نا-" (nā-) and "بد-" (bad-) to form words with negative connotations and the transformation of adjectives and verbs into nouns through suffixes like "-گی " (gī) and "-ی" (ī). …”
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Analysis of the epidemiological situation of true pemphigus in Azerbaijan in the process of long-term dynamics by G. Z. Faradzheva

“…The aim of this study was to study the epidemiological situation, dynamics and patterns of development of true acantholytic pemphigus in Azerbaijan, as well as to identify the features of the clinical course, taking into account new realities. …”
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A Reinforced, Event-Driven, and Attention-Based Convolution Spiking Neural Network for Multivariate Time Series Prediction by Ying Li, Xikang Guan, Wenwei Yue, Yongsheng Huang, Bin Zhang, Peibo Duan

“…This paper proposes a reinforced, event-driven, and attention-based convolution SNN model (REAT-CSNN) with three novel features. First, a joint Gramian Angular Field and Rate (GAFR) coding scheme is proposed to convert MTS into spike images, preserving the inherent features in MTS, such as the temporal patterns and spatio-temporal correlations between time series. …”
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Mentality in the Context of Interaction Between Social and Virtual Reality by Yulia V. Gavrilova

“…This actualizes the study of changes in mentality, which forms stable behavior patterns that allow a person to respond in a timely manner to the challenges of the environment. …”
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Critical Analysis of Audit Committee Reporting in National Government Departments: The Case of South Africa by Tankiso Moloi

“…These benchmark features (categories) were developed using an inductive or bottom up thematic analysis which was applied on the applicable regulations as well as on all NGD’s annual reports to determine the comprehensive themes and patterns of audit committee reporting across the departments. …”
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Early Detection of Slight Bruises in Yellow Peaches (<i>Amygdalus persica</i>) Using Multispectral Structured-Illumination Reflectance Imaging and an Improved Ostu Method by Jian Wu, Chenlin Liu, Aiguo Ouyang, Bin Li, Nan Chen, Jing Wang, Yande Liu

“…A spatial frequency of 0.10 cycle <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msup><mo>mm</mo><mrow><mo>−</mo><mn>1</mn></mrow></msup></semantics></math></inline-formula> and wavelength of 700 nm were determined to be optimal for acquiring pattern images based on the analysis of the pixel intensity curve of the AC image; then, the pattern images of all yellow peaches samples were obtained. …”
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Visualizing melody with multiple acoustic and tagging values using the visualization module of the Oralstats tool by Adrián Cabedo Nebot

“… This paper presents a way to visualize pitch patterns combiningmacoustic features (F0, intensity or duration) with other variables, like a basic notation on ToBI (Tone and Break Indices) or the projection of acoustic transformations, following MAS (Melodic Analysis of Speech) model. …”
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Adaptation to Soil Conditions of in vitro Regenerated Birch Lines Selected for Salinity Resistance by Olga S. Mashkina, Tat’yana M. Tabatskaya

“…The survival rate, growth and development of plants have been evaluated depending on age, substrate composition and adaptation patterns. …”
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Identification of the Casparian strip integrity factor (CIF) gene family in Brassica napus and functional prediction of mature CIF small peptides by Miao Cheng, Hanbing Hu, Rui Chen, Ling He, Shanshan Wang, Yuling Zheng, Jiten Yadav, Hosam O. Elansary, Nisha Jaswal, Deepak Bhanot, Changli Zeng, Xiaoyun Liu

“…Conclusion Our study comprehensively identified BnCIFs in Brassica napus from aspects such as gene structure, phylogeny, chromosomal location, duplication and recombination, expression patterns, structural characteristics, conservation of mature small peptides after cleavage and processing, and their ability to bind to receptors. …”
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