Design and Demonstration of a Hybrid FES-BCI-Based Robotic Neurorehabilitation System for Lower Limbs by Kasper S. Leerskov, Erika G. Spaich, Mads R. Jochumsen, Lotte N. S. Andreasen Struijk

“…To enable these individuals to exercise, we developed a novel hybrid rehabilitation system combining a brain–computer interface (BCI), functional electrical stimulation (FES), and a robotic device. …”
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SLEEP-SAFE: Self-Supervised Learning for Estimating Electroencephalogram Patterns With Structural Analysis of Fatigue Evidence by Wonjun Ko, Jeongwon Choe, Jonggu Kang

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Enhancing or Restricting Natural Ventilation? An Investigation into the Influence of Urban-Lake Spatial Patterns on the Penetration of Lake Breeze Fronts in a Multi-Lake Megacity I... by Yatian Cheng, Wenbin Zhao, Xiaoqin Nie, Xiaodi Zheng, Changguang Wu, Baiqiang Ren, Yuan Zhou, Chao Liu, Xiangchun Wang, Chao Yang

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BandFocusNet: A Lightweight Model for Motor Imagery Classification of a Supernumerary Thumb in Virtual Reality by Haneen Alsuradi, Joseph Hong, Alireza Sarmadi, Robert Volcic, Hanan Salam, S. Farokh Atashzar, Farshad Khorrami, Mohamad Eid

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Gesture Classification Using a Smartwatch: Focusing on Unseen Non-Target Gestures by Jae-Hyuk Choi, Hyun-Tae Choi, Kyeong-Taek Kim, Jin-Sub Jung, Seok-Hyeon Lee, Won-Du Chang

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Electrochemically‐Assisted Low Power Density Laser Writing on Stainless Steel via Enrichment of Chromium Oxides by Zechariah J. Pfaffenberger, Lianlian Liu, Tae Kyong John Kim, Vignesh Venkataramani, Lydia Kisley

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Multi-Source Reinforced Selective Domain Adaptation for Cross-Subject and Cross-Session EEG-Based Emotion Recognition by Xin Deng, Xinyi Hong, LiJiao Ai, Xingchen Li, Chenhui Li

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Use of CatBoost algorithm to identify the need for surgery in infants with necrotizing enterocolitis by Xinyun Jin, Xinyun Jin, Wenqiang Sun, Wenqiang Sun, Yihui Li, Yihui Li, Yinglin Su, Lingqi Xu, Lingqi Xu, Xueping Zhu

“…A GUI interface was developed to assist clinicians in accurately identifying children who would benefit from surgery.…”
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What do people make of “Ecosystem Based Fisheries Management”? by Marie Briguglio, Paulina Ramírez-Monsalve, Glenn Abela, Enrico Nicola Armelloni

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Development of an Artificial Intelligent Lighting System for Protected Crops by Basil Mohammed Al-Hadithi, Cecilia E. García Cena, Raquel Cedazo León, Carlos Loor Loor

“…To program the operation of the control system an interface is designed that enables the user to input parameters and display the system operating information. …”
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Wireless Technologies for Wearable Electronics: A Review by Choong Yeon Kim, Juhyun Lee, Eun Young Jeong, Yeji Jang, Heesoo Kim, Bohyung Choi, Donggi Han, Youngjun Oh, Jae‐Woong Jeong

“…The adoption of wireless solutions has unlocked new possibilities, allowing for real‐time remote monitoring, enhanced comfort, and greater versatility across diverse settings. These advancements expand the applications of wearable electronics from activity tracking and health monitoring to rehabilitation, human–machine interfaces, and immersive virtual and augmented reality. …”
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Implementation Of Convolutional Neural Network (Cnn) Based On Mobile Application For Rice Quality Determination by Muhammad Zainal Altim, Abdullah Basalamah, kasman kasman

“…After the CNN training model is formed, it is then set up in a web editor p5.js then an interface is created to connect to a server such as Google Cloud using FastAPI, which can be accessed using a mobile application or a web server such as Chrome. …”
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Multimodal Model for Automated Pain Assessment: Leveraging Video and fNIRS by Jo Vianto, Anjitha Divakaran, Hyungjeong Yang, Soonja Yeom, Seungwon Kim, Soohyung Kim, Jieun Shin

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‘Alexa, play metal’: exploring music selection and personal information management via voice assistants by Jochen Steffens, Jesse David Dinneen, Sascha Donner, Tom Potthoff

“…Music streaming services have changed how music is played and perceived, but also how it is managed by individuals. Voice interfaces to such services are becoming increasingly com-mon, for example through voice assistants on mobile and smart devices, and have the poten-tial to further change personal music management by introducing new beneficial features and new challenges. …”
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Exploring cement Production's role in GDP using explainable AI and sustainability analysis in Nepal by Ramhari Poudyal, Biplov Paneru, Bishwash Paneru, Tilak Giri, Bibek Paneru, Tim Reynolds, Khem Narayan Poudyal, Mohan B. Dangi

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Bio-Impedance Analysis of Human Upper Limbs Based on Transient Simulation Using the Finite Element Method by Enver Salkim, Tayfun Abut

“…<b>Introduction:</b> Upper-limb loss results in significant functional impairment and a reduced quality of life. A human–machine interface (HMI) using surface electromyography (sEMG) establishes a link between the user and a hand prosthesis to recognize hand gestures and motions. …”
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Time-Domain Versus Frequency-Embedded EEG Sequences for Sensorimotor BCI Using 1D-CNN by Simanto Saha, Mathias Baumert, Alistair Mcewan

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Novel approaches in prediction of tensile strain capacity of engineered cementitious composites using interpretable approaches by Alahmari Turki S., Farooq Furqan

“…Moreover, the graphical user interface is also developed to help users/researchers that will facilitate them to estimate the strength of ECC in practical applications.…”
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Research on cultivating students’ creative thinking ability in art design teaching based on machine learning by Ke Xue

“…User satisfaction with the design interface is reported to have improved by 82%, making it an ideal fit for the demands of digital media art crossing point design.…”
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Real-Time EEG-Based BCI for Self-Paced Motor Imagery and Motor Execution Using Functional Neural Networks by Mavin Heim, Florian Heinrichs, Michael Hueppe, Fran Nunez, Alexander Szameitat, Muriel Reuter, Stefan M. Goetz, Corinna Weber

“…This paper introduces a novel application of functional neural networks (FNNs) in the domain of electroencephalography-based (EEG-based) brain-computer interfaces (BCIs), targeting self-paced motor execution (ME) and motor imagery (MI). …”
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