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Comprehensive Review and Analysis on Facial Emotion Recognition:Performance Insights into Deep and Traditional Learning with Current Updates and Challenges

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Computers, Materials & Continua 2025年第1期82卷 41-72页

作者： Amjad Rehman Muhammad Mujahid alex Elyassih Bayan AlGhofaily Saeed Ali Omer Bahaj Artificial Intelligence&Data Analytics Lab College of Computer&Information SciencesPrince Sultan UniversityRiyadh11586Saudi Arabia MIS Department College of Business Administration Prince Sattam Bin Abdulaziz UniversityAlKharj11942Saudi Arabia

In computer vision and artificial intelligence,automatic facial expression-based emotion identification of humans has become a popular research and industry *** demonstrations and applications in several fields,including computer games,smart homes,expression analysis,gesture recognition,surveillance films,depression therapy,patientmonitoring,anxiety,and others,have brought attention to its significant academic and commercial *** study emphasizes research that has only employed facial images for face expression recognition(FER),because facial expressions are a basic way that people communicate meaning to each *** immense achievement of deep learning has resulted in a growing use of its much architecture to enhance *** review is on machine learning,deep learning,and hybrid methods’use of preprocessing,augmentation techniques,and feature extraction for temporal properties of successive frames of *** following section gives a brief summary of assessment criteria that are accessible to the public and then compares them with benchmark results the most trustworthy way to assess FER-related research topics *** this review,a brief synopsis of the subject matter may be beneficial for novices in the field of FER as well as seasoned scholars seeking fruitful avenues for further *** information conveys fundamental knowledge and provides a comprehensive understanding of the most recent state-of-the-art research.

关键词： Face emotion recognition deep learning hybrid learning CK+ facial images machine learning technological development

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哥本哈根动物园熊猫馆

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城市环境设计 2019年第2期 102-113页

作者： Alberto Menegazzo alex ritivoi Carlos Soria Christian Lopez Claus Rytter Bruun De Neergaard Dina Br?ndstrup Eskild Schack Pedersen Fabiana Cortolezzis Federica Longoini Frederik Skou Jensen Gabrielé Ubareviciute G?kce Günbulut Hanne Halvorsen H?gni Laksáfoss Jiajie Wang Jinseok Jang Joanna Plizga Lone Fenger Albrechtsen Luca Senise Maja Czesnik Margarita Nutfulina Maria Stolarikova Martino Hutz Matthieu Brasebi Pawel Bussold Richard Howis Seongil Rasmus Hjortshoj 王婉琳陈思谨

哥本哈根动物园对这两只从中国成都到来的大熊猫十分欢迎,这是中国政府在2014年丹麦女王访问中国后的善意表示。新熊猫馆位于欧洲最古老的动物园之一,它为两只大熊猫创造了一个和谐的、可以自由漫步的室内外空间,并充分考虑大熊猫的理... 详细信息

哥本哈根动物园对这两只从中国成都到来的大熊猫十分欢迎,这是中国政府在2014年丹麦女王访问中国后的善意表示。新熊猫馆位于欧洲最古老的动物园之一,它为两只大熊猫创造了一个和谐的、可以自由漫步的室内外空间,并充分考虑大熊猫的理想交配条件。熊猫馆由BIG、Sch?nherr景观公司及MOE咨询公司共同设计,也是与熊猫专家、动物园工作人员和兽医进行一系列研讨会的成果。

关键词：栖息地哥本哈根动物园阴阳符号

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A PLS blockchain for IoT applications:protocols and architecture

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Cybersecurity 2018年第1期1卷 993-1009页

作者： alex Shafarenko Department of Computer Science University of HertfordshireHatfield AL109ABUK

This paper proposes an architecture and a protocol suite for a permissioned blockchain for a local IoT *** architecture is based on a sealed Sequencer and a Fog Server running(post-quantum)Guy Fawkes *** blocks of the blockchain are stored in networked Content Addressable Storage alongside any user data and validity *** maintain that a typical IoT device can,despite its resource limitations,use our blockchain protocols directly,without a trusted *** includes posting and monitoring transactions as well as off-chain(post-quantum)emergency communications without an explicit public key.

关键词： Blockchain Guy Fawkes protocol Post-quantum HORS-OTS LoRa Concurrent transmission

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Indexing structures for the PLS blockchain

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Cybersecurity 2021年第1期4卷 561-579页

作者： alex Shafarenko University of Hertfordshire AL109AB HertfordshireUK

This paper studies known indexing structures from a new point of view:minimisation of data exchange between an IoT device acting as a blockchain client and the blockchain server running a protocol suite that includes two Guy Fawkes protocols,PLS and *** PLS blockchain is not a cryptocurrency instrument;it is an immutable ledger offering guaranteed non-repudiation to low-power clients without use of public key *** novelty of the situation is in the fact that every PLS client has to obtain a proof of absence in all blocks of the chain to which its counterparty does not contribute,and we show that it is possible without traversing the block’s Merkle *** obtain weight statistics of a leaf path on a sparse Merkle tree theoretically,as our ground *** the theory we quantify the communication cost of a client interacting with the *** show that large savings can be achieved by providing a bitmap index of the tree compressed using Tunstall’s *** further show that even in the case of correlated access,as in two IoT devices posting messages for each other in consecutive blocks,it is possible to prevent compression degradation by re-randomising the IDs using a pseudorandom bijective *** propose a low-cost function of this kind and evaluate its quality by simulation,using the avalanche criterion.

关键词： PLS blockchain Guy Fawkes protocol Content-addressable storage Data-structure statistics Tunstall coding Pseudorandom bijections

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Conics on Barth-Bauer octics

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Science China Mathematics 2024年第7期67卷 1507-1524页

作者： alex Degtyarev Department of Mathematics Bilkent UniversityAnkara06800Turkey

We analyze the configurations of conics and lines on a special class of Kummer octic surfaces. In particular, we bound the number of conics by 176 and show that there is a unique surface with 176 conics, all irreducible: it admits a faithful action of one of the Mukai groups. Therefore, we also discuss conics and lines on Mukai surfaces: we discover a double plane(ramified at a smooth sextic curve) that contains 8,910 smooth conics.

关键词： K3-surface octic surface Kummer surface conic Mukai group

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Bridging academic science and clinical research in the search for novel targeted anti-cancer agents

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Cancer Biology & Medicine 2015年第4期12卷 316-327页

作者： alex Matter Experimental Therapeutics Center & D3 A*STAR

This review starts with a brief history of drug discovery & development, and the place of Asia in this worldwide effort discussed. The conditions and constraints of a successful translational R&D involving academic basic research and clinical research are discussed and the Singapore model for pursuit of open R&D described. The importance of well-characterized, validated drug targets for the search for novel targeted anti-cancer agents is emphasized, as well as a structured, high quality translational R&D. Furthermore, the characteristics of an attractive preclinical development drug candidate are discussed laying the foundation of a successful preclinical development. The most frequent sources of failures are described and risk management at every stage is highly recommended. Organizational factors are also considered to play an important role. The factors to consider before starting a new drug discovery & development project are described, and an example is given of a successful clinical project that has had its roots in local universities and was carried through preclinical development into phase I clinical trials.

关键词： Drug discovery drug development translational R&D targeted anti-cancer agents

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Data Warehouse Design for Big Data in Academia

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Computers, Materials & Continua 2022年第4期71卷 979-992页

作者： alex Rudniy Department of Computing Sciences University of ScrantonScranton18510PAUSA

This paper describes the process of design and construction of a data warehouse(“DW”)for an online learning platform using three prominent technologies,Microsoft SQL Server,MongoDB and Apache *** three systems are evaluated for corpus construction and descriptive *** case also demonstrates the value of evidence-centered design principles for data warehouse design that is sustainable enough to adapt to the demands of handling big data in a variety of ***,the paper addresses maintainability-performance tradeoff,storage considerations and accessibility of big data *** this NSF-sponsored work,the data were processed,transformed,and stored in the three versions of a data warehouse in search for a better performing and more suitable *** data warehouse engines-a relational database,a No-SQL database,and a big data technology for parallel computations-were subjected to principled ***,construction and evaluation of a data warehouse were scrutinized to find improved ways of storing,organizing and extracting *** work also examines building corpora,performing ad-hoc extractions,and ensuring *** was found that Apache Hive demonstrated the best processing time followed by SQL Server and *** the aspect of analytical queries,the SQL Server was a top performer followed by MongoDB and *** paper also discusses a novel process for render students anonymity complying with Family Educational Rights and Privacy Act *** phases for DW design are recommended:1)Establishing goals at the outset based on Evidence-Centered Design principles;2)Recognizing the unique demands of student data and use;3)Adopting a model that integrates cost with technical considerations;4)Designing a comparative database and 5)Planning for a DW design that is *** for future research include attempting DW design in contexts involving larger data sets,more refined operations,and ensu

关键词： Big data data warehouse MongoDB Apache hive SQL server

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A New Approach to Multivariate Network Traffic Analysis

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Journal of Computer Science & Technology 2019年第2期34卷 388-402页

作者： Jinoh Kim alex Sim Department of Computer Science Texas A&M University Commerce 75428 U.S.A. Computational Research Division Lawrence Berkeley National Laboratory Berkeley CA 94720 U.S.A.

Network traffic analysis is one of the core functions in network monitoring for effective network operations and *** online traffic analysis has been widely studied,it is still intensively challenging due to several *** of the primary challenges is the heavy volume of traffic to analyze within a finite amount of time due to the increasing network *** important challenge for effective traffic analysis is to support multivariate functions of traffic variables to help administrators identify unexpected network events *** this end,we propose a new approach with the multivariate analysis that offers a high-level summary of the online network *** this approach,the current state of the network will display patterns compiled from a set of traffic variables,and the detection problems in network monitoring(e.g.,change detection and anomaly detection)can be reduced to a pattern identification and classification *** this paper,we introduce our preliminary work with clustered patterns for online,multivariate network traffic analysis with the challenges and limitations we *** then present a grid-based model that is designed to overcome the limitations of the clustered pattern-based *** will discuss the potential of the new model with respect to the technical challenges including streaming-based computation and robustness to outliers.

关键词： network traffic analysis multivariate analysis time-series similarity network monitoring

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Generation scenarios of anodic structures and experimental realization of turbulence in unmagnetized plasma

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Plasma Science and Technology 2020年第8期22卷 90-98页

作者： Prince alex Suraj Kumar SINHA Departimento di Fisica G.Occhialini Universita degli studi di MilanoBicoccaI-20126Italy Department of Physics Pondicherry UniversityKalapetPuducherry 605014India

In the present work,we report development of a DC glow discharge plasma(GDP)set-up to study controlled evolution of anodic structures having distinctive geometry,size and layers,generated in front of a positively biased electrode,submerged in unmagnetized *** such an anodic structure,we have also investigated the condition under which the turbulence is *** of these structures,generated in front of a positively biased electrode,depends on multiple parameters such as the ratio of anode to cathode size,electrode separation,gas pressure,biasing configuration such as anode bias,cathode bias and grounding *** attempted to classify different anodic structures observed experimentally,as anode glow,fireball,anode spot,double layer and multiple double layers(MDLs)based on its physical *** these structures the present investigation is focused on *** number of layers,observed in MDLs varied from as high as six to as low as zero,by controlling the operating discharge parameters,*** were carried out using Langmuir *** analysis of floating potential fluctuations corresponds to a multiple anodic structure showed emergence of turbulence,at its critical stage,satisfying condition for self-organized criticality(SOC).This was identified with three slopes observed in the power spectrum,resembling the sand-pile ***,the GDP is completely different from that of the magnetically confined plasma,the nature of turbulence observed with SOC,is very similar to that observed in the scrape of layer of fusion ***,the present investigation could provide new approach to study turbulence of similar nature,under an experimental condition that is free from the complexities of complicated field geometries used in confinement devices.

关键词： glow discharge plasma anode structure multiple anodic double layer turbulence unmagnetized plasma fireball

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Nitric oxide:a newly discovered function on wound healing

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Acta Pharmacologica Sinica 2005年第3期26卷 259-264页

作者： alex F CHEN Departments of Pharmacology and Neurology and the Neuroscience Program Michigan State University East Lansing MI 48824-1317 USA

Wound healing impairment represents a particularly challenging clinical problemto which no efficacious treatment regimens currently *** factors ensuringappropriate intercellular communication during wound repair are not *** protein-type mediators are well-established players in thisprocess,emerging evidence from both animal and human studies indicates thatnitric oxide (NO) plays a key role in wound *** beneficial effects of NO onwound repair may be attributed to its functional influences on angiogenesis,inflammation,cell proliferation,matrix deposition,and *** find-ings from in vitro and in vivo studies of NO on wound repair are summarized inthis *** unveiled novel mechanisms support the use of NO-containingagents and/or NO synthase gene therapy as new therapeutic regimens for im-paired wound healing.

关键词： angiogenesis inflammation nitric oxide proliferation wound healing

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