Use of IoT with Deep Learning for Classification of Environment Sounds and Detection of Gases by Priya Mishra, Naveen Mishra, Dilip Kumar Choudhary, Prakash Pareek, Manuel J. C. S. Reis

“…This study introduces an IoT-based system designed for comprehensive environmental monitoring, with a focus on detecting LPG and butane leaks. Using sensors like the MQ6 for gas detection, MQ135 for air quality, and DHT11 for temperature and humidity, the system, managed by an Arduino Mega, collects data and sends these to the ThingSpeak platform for analysis and visualization. …”
Get full text

Dynamics of bacterial biofilm development imaged using light sheet fluorescence microscopy by Lenka Šmerdová, Tibor Füzik, Lucie Valentová, Pavol Bárdy, Michaela Procházková, Martina Pařenicová, Pavel Plevka

“…Whereas S. aureus forms 50-70-μm-thick mushroom-like structures, a P. aeruginosa biofilm is 10–15 μm thick with cell clusters 25 μm in diameter. …”
Get full text

Prevalence and morphological evaluation of dens invaginatus with associated palatogingival groove in maxillary anterior teeth using cone-beam computed tomography: A retrospective s... by P. Mondal, K. Mistry, T. Paul, K. K. Saha, D. Das, S. Das

“…Developmental anomalies like dens invaginatus (DI) and palatogingival groove (PGG) increase susceptibility to pulpal and periradicular diseases, complicating root canal treatment. …”
Get full text

Sentiment Analysis of Suicide on X Using Support Vector Machine and Naive Bayes Classifier Algorithms by M. Fariz Fadillah Mardianto, Bagas Shata Pratama, Marfa Audilla, Elly Pusporani

“…Conclusion: The SVM algorithm with a linear kernel achieved 80% accuracy and an identical ROC-AUC score. Word cloud visualization highlighted terms like "kill," "self," "depression," and "stress" as key negative sentiments. …”
Get full text

Time-lapse imaging of the dynamics of CNS glial-axonal interactions in vitro and ex vivo. by Kalliopi Ioannidou, Kurt I Anderson, David Strachan, Julia M Edgar, Susan C Barnett

“…Using cytoplasmic and membrane-GFP labelled cells to examine different components of the myelin-like sheath, we provide evidence from time-lapse fluorescence microscopy and confocal microscopy that the oligodendrocytes' cytoplasm-filled processes initially spiral around the axon in a corkscrew-like manner. …”
Get full text

Comprehensive review of dimensionality reduction algorithms: challenges, limitations, and innovative solutions by Aasim Ayaz Wani

“…Dimensionality reduction (DR) simplifies complex data from genomics, imaging, sensors, and language into interpretable forms that support visualization, clustering, and modeling. Yet widely used methods like principal component analysis, t-distributed stochastic neighbor embedding, uniform manifold approximation and projection, and autoencoders are often applied as “black boxes,” neglecting interpretability, fairness, stability, and privacy. …”
Get full text

Structure of the chloroplast ribosome: novel domains for translation regulation. by Andrea L Manuell, Joel Quispe, Stephen P Mayfield

“…Chloroplast-unique proteins are visualized as novel structural additions to a basic bacterial ribosome core. …”
Get full text

Studying the Dynamics of Per Capita Income Using Statistical Methods: Time Series Analysis by A. P. Tsypin

“…To accomplish this goal, we used general scientific methods like analysis, synthesis, and comparison, as well as specific mathematical and statistical approaches, including graphing and econometrics. …”
Get full text

Predicting Facial Biotypes Using Continuous Bayesian Network Classifiers by Gonzalo A. Ruz, Pamela Araya-Díaz

“…Additionally, the resulting networks allowed visualizing the probability relations amongst the attributes under this classification problem, a useful tool for decision-making for orthodontists.…”
Get full text

DIY Interface for Enhanced Service Customization of Remote IoT Devices: A CoAP Based Prototype by Muhammad Sohail Khan, DoHyeun Kim

“…This paper presents the novel implementation of such a system enabling general public to customize the behavior of remote IoT devices through a visual interface. The interface enables the visualization of the resources exposed by a remote CoAP device in the form of graphical virtual objects. …”
Get full text

Pixel Imaging Method, Transport Phenomenon in Sizes From Nano, Micro, and Milli Scale Pore Membrane by Vishal Nandigana

“…Here we develop NanoSoft visualization software to match the silicon nitride nanopore membrane. …”
Get full text

Technological Innovation in Architectural Design Education: Empirical Analysis and Future Directions of Midjourney Intelligent Drawing Software by Chong Xu, Yi Huang

“…While Midjourney serves as a powerful tool for rapid visual concept generation, it does not replace traditional design skills but complements them by enhancing the visualization process. …”
Get full text

Research trends on AI in breast cancer diagnosis, and treatment over two decades by Alok Singh, Akanksha Singh, Sudip Bhattacharya

“…Co-citation network analysis identifies foundational works by authors like Lecun Y. and Simonyan K. in advancing AI applications in breast cancer. …”
Get full text

DETECTION OF TISSUE MYCOBACTERIUM TUBERCULOSIS BY DIFFERENTIATING IMMUNOPEROXIDASE STAINING by A. P. Lysenko, V. V. Vlasenko, A. P. Lemish, T. P. Novik, E. A. Mikhalevich, I. G. Vlasenko

“…Brown fat cells containing mycobacterial antigens, as well as acid-susceptible granular, reticular, fungoid, and rod-like forms were also found in considerable quantities.…”
Get full text

Doping investigation of structured GaN devices by highly lateral resolved TOF-SIMS by Patrick Diehle, Stephan Gierth, Mickael Lejoyeux, Karen Geens, Matteo Borga, Frank Altmann

“…The measurement of doping concentrations is a fundamental need for the development and processing of power electronic devices like normally-off semi-vertical GaN trench MOSFETs. …”
Get full text

CGNLib: A Python library for Girvan–Newman community detection with customizable node-based centrality metrics by T. Punnapathiran, C. Angsuchotmetee, P. Kaewkarndee, K. Lavangnananda

“…Additionally, CGNLib supports community visualization and evaluation through metrics like modularity, conductance and coverage. …”
Get full text

Metaphorical Study on Health Management and Nutrition and Dietetics Students' Perceptions of Strategy by Gamze Aydın Toprak

“…The data of the research was obtained by completing the sentence 'Strategy is like… because,…' Phenomenological analysis, one of the qualitative research methods, was preferred in the analysis of the data. …”
Get full text

Parascolymia (Scleractinia: Lobophylliidae) in the Central Paratethys Sea (Vienna Basin, Austria) and its possible biogeographic implications. by Markus Reuter, Thomas Wiedl, Werner E Piller

“…In the recent era, Parascolymia like all Lobophylliidae is restricted to the Indo-Pacific region, where it is represented by a single species. …”
Get full text

scRepertoire 2: Enhanced and efficient toolkit for single-cell immune profiling. by Qile Yang, Ksenia R Safina, Kieu Diem Quynh Nguyen, Zewen Kelvin Tuong, Nicholas Borcherding

“…This work presents scRepertoire 2, a substantial update to our R package for analyzing and visualizing single-cell immune receptor data. This new version introduces an array of features designed to enhance both the depth and breadth of immune receptor analysis, including improved workflows for clonotype tracking, repertoire diversity metrics, and novel visualization modules that facilitate longitudinal and comparative studies. …”
Get full text

Implementation of Explainable Ai in Deep Learning Methods for Multiclass Classification of Plant Diseases in Mango Leaves by Menaka Radhakrishnan

“…Traditional methods that involve manual inspection or the like tend to be tedious and often inaccurate. Hence the use of machine learning and convolutional neural networks have proven to be of great advantage in terms of accuracy, reliability, ease of implementation etc. …”
Get full text