A Novel Technique for Facial Recognition Based on the GSO-CNN Deep Learning Algorithm by Rana H. Al-Abboodi, Ayad A. Al-Ani

“…The histogram of oriented gradients (HOGs) is used for the image segmentation. The processed images are preserved at the cloud service layer. …”
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ICA-based Single Channel Audio Separation: New Bases and Measures of Distance by Dariusz MIKA, Piotr KLECZKOWSKI

“…Independent Component Analysis (ICA) can be used for single channel audio separation, if a mixed signal is transformed into time-frequency domain and the resulting matrix of magnitude coefficients is processed by ICA. Previous works used only frequency (spectral) vectors and Kullback-Leibler distance measure for this task. …”
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Knowledge-Aided STAP Using Low Rank and Geometry Properties by Zhaocheng Yang, Rodrigo C. de Lamare, Xiang Li, Hongqiang Wang

“…This paper presents knowledge-aided space-time adaptive processing (KA-STAP) algorithms that exploit the low-rank dominant clutter and the array geometry properties (LRGP) for airborne radar applications. …”
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Information security evaluation for Android mobile operating system by Dmitriy A. Izergin, Mikhail A. Eremeev, Shamil G. Magomedov, Stanislav I. Smirnov

“…One of the main directions of information systems development is to increase the efficiency of collecting, processing and exchanging information through the introduction of modern data transfer technologies, automated remote monitoring and control. …”
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Mathematical features of semantic projections and word embeddings for automatic linguistic analysis by Pedro Fernández de Córdoba, Carlos A. Reyes Pérez, Enrique A. Sánchez Pérez

“…They map words, phrases, or even entire sentences into vectors within a high-dimensional space, where the geometric proximity of vectors corresponds to the semantic similarity between the corresponding terms. …”
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Transmission Scheme with Limited Channel State Information Feedback for 3D MIMO System by Xing Li, Hui Zhao, Long Zhao, Wenxiu Zhao, Senyao Zheng

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Implementing Computer Vision in Android Apps and Presenting the Background Technology with Mathematical Demonstrations by Roland Szabo

“…The aim of this paper is to create image-processing Android apps to launch on the Google Play Store. …”
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Effective cooperative scheme based on relay selection by YU Fei1, YANG Lv-xi1

“…Based on the capacity of multi-access channel,a relay selection algorithm was proposed.It was proposed that: relays were selected according to the eigenvalue decomposition of the equivalent relay-destination channel,and the beamforming vectors were designed in a distributed manner.It could be seen that joint processing and information trans-mission between multiple relays were avoided,which could reduce system complexity.Simulation results show that the system proposed can achieve better bit error rate（BER） comparing to the one with multi-relay parallel transmission.…”
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The analysis of sculpture image classification in utilization of 3D reconstruction under K-means++ by Xuhui Wang

“…Due to the diversity and complexity of sculpture images, traditional image processing algorithms perform poorly in capturing the sculptures’ intricate shapes and structural features, resulting in suboptimal classification and recognition performance. …”
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Semi-automated Tip Snip cloning of restriction fragments into and out of plasmid polylinkers by Ichiro Matsumura

“…This new method is compatible with high-throughput processing and automated liquid handling, and because no specialized vectors, reagents, selection schemes, or analytical techniques are required, the barriers to adoption are low.…”
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A Privacy-Preserving Continuous Location Monitoring System for Location-Based Services by Doohee Song, Jongwon Sim, Kwangjin Park, Moonbae Song

“…However, the practicality of cloaking techniques is limited due to the lack of privacy-preserving query processing capacity, for example, providing answers to the user's spatial queries based on knowledge of the user's cloaked location rather than the exact location. …”
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Handling data sparsity via item metadata embedding into deep collaborative recommender system by Gopal Behera, Neeta Nain

“…The model consists of two stages, wherein the first stage, a neural network, is used to retrieve the data’s nonlinear features through embedding vectors. These vectors are concatenated together and fed as input to the second stage of the model. …”
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The Essentials of Clifford Algebras with Maple Programming by Mutlu Akar

“…Clifford algebra (geometric algebra) which has many applications in physics, robotics, CAD (Computer-Aided Design) /CAM (Computer-Aided Manufacture), computer graphics, image processing, etc. is one of the important subjects in mathematics. …”
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On Analysis of Seismic Vibrations Data Applying Doppler Effect Expression by J. Skeivalas, E. K. Paršeliūnas, D. Šlikas, R. Obuchovski, R. Birvydienė

“…To reach this goal, the observations at seismic station LUWI (Indonesia) were processed applying the statistical procedures. In fact, the biggest attention was given to the introduction of the Doppler effect expression and the employment of the theory of covariance functions. …”
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Multidimensional Model of Sebastian Unger’s Idiostyle in Poetic Creativity: Corpus Analysis and NLP Methods by Tetiana Hromko, Liudmyla Panchuk

“…A subcorpus of Unger’s texts (SPU) was created and subjected to automated processing using such methods as word vectorization (Word2Vec, TF-IDF), topic modeling (LDA, BERT), syntactic and morphological analysis, and emotional modeling (Sentiment Analysis). …”
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ICCA-RAG: Intelligent Customs Clearance Assistant Using Retrieval-Augmented Generation (RAG) by Rong Hu, Sen Liu, Panpan Qi, Jingyi Liu, Fengyuan Li

“…Document processing and query generation tasks in customs declaration scenarios face key challenges such as the complexity of multimodal data, adaptability to dynamic regulations, and ambiguity in query semantics. …”
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Bilinear Sequence Regression: A Model for Learning from Long Sequences of High-Dimensional Tokens by Vittorio Erba, Emanuele Troiani, Luca Biggio, Antoine Maillard, Lenka Zdeborová

“…Current progress in artificial intelligence is centered around so-called large language models that consist of neural networks processing long sequences of high-dimensional vectors called tokens. …”
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Multi-Architecture Halide Template-Driven Automatic Library Function Generation for Simulink Models by Qi Li, Shanwen Wu, Masato Edahiro

“…Experiments were conducted on central processing units (CPUs) and graphical processing units (GPUs) to evaluate performance. …”
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Building Segmentation and Modelling from Space-Borne and Aerial Imagery by T. Krauß, K. Bittner, P. d’Angelo, P. Schuegraf, P. Reinartz, R. Müller

“…However, current methods often struggle to achieve geometric precision and topological consistency, particularly when when processing satellite or aerial imagery. This paper presents a comprehensive workflow that addresses these challenges, enabling the generation of multiple outputs—including digital surface models (DSMs), digital terrain models (DTMs), true-orthophotos, 2D building segments, and vectorized 3D LoD-2 building models. …”
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Siamese meta-learning network for social disputes based on multi-head attention by Jing Wang, Rui Zhang, Huijian Han, Yuxiang Liu, Zhaoxing Peng

“…Although the Siamese network has achieved good results in some applications, there are still some problems: (1) When computing prototype vectors with external knowledge of class labels, it depends on the quality and correctness of class labels. (2) When processing data, the Siamese network is not sufficient to capture dependencies between long distance. (3) When the data is complex or the samples are unbalanced, the Siamese network does not achieve the best performance. …”
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