CDFA: Calibrated deep feature aggregation for screening synergistic drug combinations by Xiaorui Kang, Xiaoyan Liu, Quan Zou, Quan Zou, Tiantian Li, Ximei Luo, Ximei Luo

“…Concretely, CDFA utilizes a novel cell line representation based on the protein information and gene expression capturing complementary biological determinants of drug response. Besides, a novel feature aggregation network is proposed based on the Transformer to model the intricate interactions between drug pairs and cell lines through multi-head attention mechanisms, enabling discovery of non-linear synergy patterns. …”
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Methane Concentration Inversion Based on Multi-Feature Fusion and Stacking Integration by Yanling Han, Wei Li, Congqin Yi, Ge Song, Yun Zhang

“…The method leverages the series-parallel cascade structure between multiple base models and meta-models to learn different feature representations and patterns in the original data, fully exploring the intrinsic relationships between various feature factors and methane concentration. …”
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An optimized ensemble model with advanced feature selection for network intrusion detection by Afaq Ahmed, Muhammad Asim, Irshad Ullah, Zainulabidin, Abdelhamied A. Ateya

“…However, these methods often fall short in detecting sophisticated and evolving threats, particularly those involving subtle variations or mutations of known attack patterns. To address this challenge, our study presents the “Optimized Random Forest (Opt-Forest),” an innovative ensemble model that combines decision forest approaches with genetic algorithms (GAs) for enhanced intrusion detection. …”
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Efficient Elliptic-Curve-Cryptography-Based Anonymous Authentication for Internet of Things: Tailored Protocols for Periodic and Remote Control Traffic Patterns by Shunfang Hu, Yuanyuan Zhang, Yanru Guo, Yanru Chen, Liangyin Chen

“…To address these issues, we propose two novel AKA schemes, PUAKA and RCAKA, designed for different IoT traffic patterns. PUAKA improves end device anonymity in the periodic update pattern by updating one-time pseudonyms with authenticated session keys. …”
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Gaze Self-Similarity Plot - A New Visualization Technique by Pawel Kasprowski, Katarzyna Harezlak

“…Eye tracking has become a valuable way for extending knowledge of human behavior based on visual patterns. One of the most important elements of such an analysis is the presentation of obtained results, which proves to be a challenging task. …”
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Simplicial complexes in network intrusion profiling: pattern construction through simplicial centralities by Mandala von Westenholz, Martin Atzmueller, Tim Römer

“…Applying adapted network centrality measures related to simplicial complexes yields patterns associated to vertices, which themselves contain a set of features. …”
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Romanian Banks – Romanian SMEs: A Mutual Business Relationship by Ion POPA, Camelia Elena CIOLAC, Sebastian CEPTUREANU, Eduard CEPTUREANU

“…On the other hand, the paper analyzes the problem from the Romanian banks’ perspective, identifying patterns in their IT investment decisions. …”
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Major Depressive Disorder with Suicidal Ideation or Intent in Taiwan: A Discrete Choice Experiment of Psychiatrists’ Treatment Preferences by Simon Fifer, Brittany Keen, Keira Joann Herr, Chih-Lin Chiang, Thomas Webb

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Epidemiological and Clinical Characteristics of Human Metapneumovirus-Associated Acute Respiratory Tract Infection Cases in the Pudong New Area, Shanghai, from 2014 to 2023 by Yanhong Ding, Li Zhang, Xiao Wang, Rongxin Wu, Anran Zhang, Bing Zhao, Chuchu Ye

“…Abstract Background This study characterized Human metapneumovirus (HMPV) infection epidemiology and clinical features in patients with acute respiratory infections (ARIs) in Pudong New Area, Shanghai, China, compared by pre- and post-COVID-19 periods. …”
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Divergent patterns of global tuna fishing fleet dynamics among different continents by Xin Cheng, Bo Zhang, Yanan Li, Hongyu Lin, Xinjun Chen, Fan Zhang

“…Both static and dynamic features of 1450 tuna fishing vessels were extracted from 36,048,449 AIS data across Africa, Asia, Europe, North America, Oceania, and South America, as well as a two-stage experiment was designed to test the transferability of classification model between different continents by using all features as well as only using the dynamic features. …”
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Association Between Microcalcification Patterns in Mammography and Breast Tumors in Comparison to Histopathological Examinations by Iqbal Hussain Rizuana, Ming Hui Leong, Geok Chin Tan, Zaleha Md. Isa

“…The objective of this study was to evaluate patterns of mammographic microcalcifications and their association with histopathological findings related to various breast tumors. …”
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Design of Optimal Illumination Patterns in Single-Pixel Imaging Using Image Dictionaries by Jun Feng, Shuming Jiao, Yang Gao, Ting Lei, Luping Du

“…The target object images may belong to a specific category and have some common features. Fourier or Hadamard illumination patterns can be sub-optimal since they are fixed and non-adaptive. …”
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Computational modelling reveals neurobiological contributions to static and dynamic functional connectivity patterns by Linnea Hoheisel, Linnea Hoheisel, Hannah Hacker, Gereon R Fink, Gereon R Fink, Silvia Daun, Silvia Daun, Joseph Kambeitz, Joseph Kambeitz

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Recognition and Modeling of Crisis Propagation Patterns Combined with Robot Simulation of Social Networks by Yafei Wang

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But How Were They Made? More about Patterned Textiles in the Aegean Bronze Age by Agata Ulanowska

“…However, specific features of the painted patterns seem to imitate in a great detail the appearance of the woven patterns. …”
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PATTERN OF LOCAL IMMUNE ALTERATIONS IN THE PATIENTS WITH CHRONIC ADENOIDITIS, AND AN OPPORTUNITY OF THEIR CORRECTION WITH IMUNOFAN by R. N. Kuznetsova, K. A. Syssoev, V. V. Lebedev, A. V. Tutelian, Areg A. Totolian

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Hollows on Mercury: A Comprehensive Analysis of Spatial Patterns and Their Relationship to Craters and Structures by Barbara De Toffoli, Valentina Galluzzi, Matteo Massironi, Sebastien Besse, Gene Walter Schmidt, Oceane Barraud, Salvatore Buoninfante, Pasquale Palumbo

“…In this study, we analyzed the global distribution of hollows, exploring their spatial patterns and relationships with key geological features. …”
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Passive human touch cannot recognize the shape of a pattern imprinted on the fingertip by Scinob Kuroki, Takumi Hamazaki, Hiroyuki Kajimoto, Shin’ya Nishida

“…However, we found that when using energy-matched simple patterns, participants were highly dependent on local skin deformation and largely ineffective at distinguishing basic shape features, such as a closed triangle vs. an open arrow, or to discern the similarity of rotated versions of the same shape, regardless of whether they were presented as vibrotactile patterns or braille patterns. …”
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Quantitative characterization and evolutionary patterns of coal cracks based on crack tensor analysis by Pengyu Mu, Shouguang Wang, Jiamin Wang, Jiarong Shen, Xiangshang Li, Huaguang Liu, Yulong Chen

“…Hence, quantitatively characterizing the crack features and their evolutionary patterns in coal is crucial. …”
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MVC software architecture pattern for web-application of system of monitoring of airport transport by B. P. Eliseev, A. V. Tarasenko, O. A. Gorbachev, D. Lyu

“…The article describes MVC and MVP patterns, ways of interaction and the role of each component of the pattern, the possibility of using services when developing an application. …”
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