Novel machine learning-driven comparative analysis of CSP, STFT, and CSP-STFT fusion for EEG data classification across multiple meditation and non-meditation sessions in BCI pipel... by Nalinda D. Liyanagedera, Corinne A. Bareham, Heather Kempton, Hans W. Guesgen

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The role of particle shape in the mechanical behavior of granular soils: A state-of-the-art review by Mohammad Hadi Hatefi, Mahyar Arabani, Meghdad Payan, Payam Zanganeh Ranjbar, Suraparb Keawsawasvong, Pitthaya Jamsawang

“…With this broad perspective and in an attempt to put such crucial effects into practice, comprehensive sets of experimental data records are compiled from the previous studies in the literature based upon which new practical machine learning (ML) models are developed for the prediction of various mechanical properties of granular soils by accounting for the substantial contribution of particle shape. …”
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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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The impact of cross-validation choices on pBCI classification metrics: lessons for transparent reporting by Felix Schroeder, Stephen Fairclough, Frederic Dehais, Matthew Richins

“…These evaluations are often conducted under controlled laboratory settings and offline, where exhaustive analyses are possible. …”
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Real-time multisite invasive neural recording during downhill skiing in Parkinson’s disease: a case report by Rodrigo Fernández-Gajardo, Rodrigo Fernández-Gajardo, Ro’ee Gilron, Amelia Hahn, Philip A. Starr

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POLITICAL RAISON D' TRE OF RUSSIA by Мikhail V. Ilyin

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Study on the Shock Wave Characteristics of Spherical and Cylindrical Explosives in Near-field Underwater Explosion by J. Yu, X. P. Zhang, J. Wang, Y. Hao, H. B. Mao

“…Furthermore, the description of the detonation reaction incorporates a newly developed programmed burn model. The interface dynamics are captured through the application of the level-set method. …”
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Development of a protocol for using geo-trackers to identify zoonotic enteric pathogen transmission pathways in a pilot study in Kenya by Phylis J. Busienei, Sheillah Simiyu, Daniel K. Sewell, Abisola Osinuga, Kelly K. Baker

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Challenges of the expansive use of Building Information Modeling (BIM) in construction projects by Hannele Kerosuo, Reijo Miettinen, Sami Paavola, Tarja Mäki, Jenni Korpela

“…The implementation of BIM is now spreading from the design activity to other phases of the construction projects, but its use is still limited in the projects' other three interfaces. BIM is an evolving set of software developed for various purposes which is locally 'combined' to fit the circumstances and capabilities of the stakeholders of the construction process.…”
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Assessing the impact of stimulation environment and error probability on ErrP EEG response, detection and subject attention: an explorative study by Andrea Farabbi, Luca Mainardi

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Transforming SME operations with real-time mobile POS and Firebase integration by Farel Naufal Azhari, Sutarman

“…Future research should focus on its scalability, integration with advanced analytics, and application in larger retail settings.…”
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CryptoEval: Evaluating the risk of cryptographic misuses in Android apps with data‐flow analysis by Cong Sun, Xinpeng Xu, Yafei Wu, Dongrui Zeng, Gang Tan, Siqi Ma, Peicheng Wang

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GenMasterTable: a user-friendly desktop application for filtering, summarising, and visualising large-scale annotated genetic variants by Jing Zhai, Nelly Pitteloud, Federico A. Santoni

“…Tailored for users without programming expertise, it enables rapid and accurate exploration of genetic variants, making it a practical solution for both research and clinical settings. Conclusion GenMasterTable addresses critical limitations in current variant analysis workflows by combining usability, data security, and scalability. …”
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IMPLEMENTATION OF FUZZY SELECTION OF EQUIPMENT IN INFORMATION NETWORK DESIGN SYSTEM by Elena Nikolayevna Chuykova

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Automatic Synthesis Algorithm of Topological Structure of Series Mechanism by Liu Xiaoshan, Luo Yufeng, Shi Zhixin, Wang Gang, Xia Yongqiang

“…Then,the locations relationships among kinematic pairs are thoroughly enumerated by using the method of exhaustion,the automatically solving of position and orientation characteristics set is realized by using algorithm,the mechanism that meet the requirement is selected,and the GUI human-computer interaction interface is designed. …”
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Énoncés capacitifs et constructions à sujet locatif : quel alignement syntaxe-sémantique ? by Christelle Lacassain, Caroline Marty

“…By analysing the syntax-semantics alignment present in these two types of sentences, we can first identify the deviations present at the syntax-semantics interface in capacitive and setting-subject constructions, and then attempt to categorise the type of alignment at work in such constructions, in which the thematised locative constituent is neither a typical subject nor a typical topic; it is conceived of as a participant in the process, rather than as a mere circumstance. …”
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DEVELOPMENT OF THE APPLICATION FOR THE INFORMATION SUPPORT OF LOGISTIC BUSINESS PROCESSES OF THE CONSTRUCTION SERVICES ON BUILDINGS INSULATION by Andrei Popov, Alina Yelizyeva, Sergey Gubka, Sergey Kryivulia

“…To solve these problems, methods of system analysis, set theory, database and web applications development technologies were used. …”
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Novel Control-like Approach for the Robust Integration of Functional Mock-Up Units into Digital Twins by Raphael Gebhart, Corentin Lepais

“…To this end, a base model of the TMS is first set up using the Thermofluid Stream <span style="font-variant: small-caps;">Modelica</span> Library, which focuses on computational robustness, in order to define the boundaries and interfaces of the different subsystems. …”
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SENTRIN- Mesin Catur Berbasis Neural Network Menggunakan Long Short Term memory (LSTM) by Rafi Indra Fattah, Putra Pandu Adikara, Budi Darma Setiawan

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Design and evaluation of an educational and self-care application for infertile men: perspective of physician and patients by Jalal Nikukaran, Alireza Fallahzadeh, Mahsa Kaffashpour yazdi, Seyed Ali Fatemi Aghda, Hossein Torkashvand, Reza Akbarzade, Meysam Fallahnezhad, Hadi karimi aqda, Rahime Tajvidi Asr, Shadi Hazhir

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