a novel neural network ensemble architecture for time series forecasting
Báo cáo khoa học: "Fast Semantic Extraction Using a Novel Neural Network Architecture" docx
... is labeled for each particular verb as so-called frames. Addition-ally, semantic roles can also be labeled with one of13 ARGM adjunct labels, such as ARGM-LOC orARGM-TMP for additional locational ... predicates identified by ASSERTwe instead obtain 84.32% accuracy for our network, and 87.02% for ASSERT.6 DiscussionWe have introduced a neural network architecture that can provide computationally ... locational or temporalinformation relative to some verb.Shallow semantic parsing has immediate applica-tions in tasks such as meta-data extraction (e.g. fromweb documents) and question and answer...
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Tài liệu A Backpropagation Neural Network for Computer Network Security doc
... example, if N=5 and N' = 1, then these values generate a space of 1029 times larger than that of DES. Artificial neural networks (ANNs): A neural network is a massively parallel-distributed ... Yen, J.C. and J.I. Guo, 2002. The design and realization of a chaotic neural signal security system. Pattern Recognition and Image Analysis (Advances in Mathematical Theory and Applications), ... EWMA for auto correlated and uncorrelated data. IEEE Trans. Reliability, 52: 75-82. 13. Li, C., S. Li, D. Zhang and G. Chen, 2004. Cryptanalysis of a chaotic neural network based multimedia...
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Tài liệu Fuzzy Neural Network and Wavelet for Tool Condition Monitoring ppt
... Vtool breakage52.5-2.5-5000.5 1 2 3 3 5 4 54.52.51.5 Time secAmplitude of current VSSSSSSaaaaaaaaaaaaaaaaaaaaaaaavfd12345610 11 12 1320 21 22 2330 31 32 3340 41 ... 15.19 is a membership function of toolwear states. The reason for choosing a trapezoid shape for tool wear states is that it is difficult to quantifyan exact wear value. Using a wider range avoids ... can be considered as signal compression. Wavelet packet transforms can be represented as a compressed signal method. Therefore, it is ideal to use the wavelet packet transforms as a method for extracting...
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Báo cáo khoa học: "Neural Network Probability Estimation for Broad Coverage Parsing" doc
... inductionin a linguistically appropriate way.1 IntroductionMany statistical parsers (Ratnaparkhi, 1999;Collins, 1999; Charniak, 2001) are based on a history-based probability model (Black et al.,1993), ... structurallyspecified and linguistically appropriate biases onthe search for a good history representation. Theresulting parser achieves performance far greaterthan previous approaches to neural ... history features for struc-turally local aspects of the parse history are re-placed by hand-crafted features (namely node la-bels), performance degrades dramatically. In ad-dition to demonstrating...
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Báo cáo khoa học: Biosynthesis of D-arabinose in mycobacteria – a novel bacterial pathway with implications for antimycobacterial therapy pdf
... terminal Ara6 motifs: Arafb1fi 2Arafa1 fi 5 (A rafb1 fi 2Arafa1 fi 3)Arafa1 fi5Arafa1. About two-thirds of the terminal b-Arafand the penultimate 2 -a- Araf serve as attachmentsites for mycolic acids ... [26]. The branchedarabinan chains of the arabinogalactan are attached tothe linear galactan backbone. The arabinan consists ofan inner linear region of Araf-(1 fi 5) -a- Araf and ofbranched non-reducing ... the Ara6 motif similar to that present in arabi-nogalactan, and a simplified linear Ara4 motif: Ara-fb fi 2Arafa1 fi 5Arafa1 fi 5Arafa1. Some of thenon-reducing arabinofuranose termini are capped...
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![Báo cáo khoa học: Benzo[a]pyrene impairs b-adrenergic stimulation of adipose tissue lipolysis and causes weight gain in mice A novel molecular mechanism of toxicity for a common food pollutant doc](https://media.store123doc.com/images/document/14/rc/rp/small_luUKRIz7Xm.jpg)
Báo cáo khoa học: Benzo[a]pyrene impairs b-adrenergic stimulation of adipose tissue lipolysis and causes weight gain in mice A novel molecular mechanism of toxicity for a common food pollutant doc
... unlike b-adrenergic and ACTH receptorsthat contain seven transmembrane spanning domains,the ANP receptor (NPR -A) is a guanyl cyclase thatcontains only a single transmembrane spanningdomain [27].We ... incubated with the indicated concentrations of ACTH. In six separate experiments, the mean FFA concentration measured inthe incubation media in absence of any pharmacological agents (basal lipolysis) ... to valuesobtained by chemical analysis [49]. The machine was calib-rated before performing measurements two times on micelightly anaesthetized with isoflurane. The fat-free mass wasthen calculated...
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Báo cáo khoa học: Plasmoredoxin, a novel redox-active protein unique for malarial parasites doc
... superfamily andshare structural and functional characteristics. In the mal-arial parasite, Plasmodium falciparum, a functional thio-redoxin and glutathione system have been demonstratedand are ... malaria; Plasmodium falciparum;redox-metabolism; thioredoxin superfamily.The malarial parasite, Plasmodium falciparum is respon-sible for more than 2 million deaths per year and novel antiparasitic ... considered to be attractive targets for antimalarialdrug development.Here we describe the identification and characterization of a novel 22 kDa redox-active protein in P. falciparum.Asdemonstrated by...
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neural network retinal model real time implementation
... layer by a decay constant, a thresholding of a layer, a non-linear transform of a layer or a feedforward transformbetween two layers takes a single pass of the image through ... SBIR Phase I project has been to take a significant neural network vision application and to map it onto dedicated hardware for real time implementation. The neural network ... goal of this SBIR Phase I project has been to take a significant I N neural network vision application and to map it onto dedicated hardware for real time implementation....
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A novel supervised machine learning algorithm for intrusion detection k Prototype+ID3
... 4.1 Network Anomaly Data: Here we give brief description of each sub data set of NAD. The data set is extracted from MIT-DARPA network traffic, each data sub set contain artificial neural network- based ... feature database. If the deviation is large enough, we can say that the current behavior is anomaly or intrusion. Although having a low false negative rate and high false alarm rate, it can ... first data set, LLS DDOS 1.0, replicates a 3.5 hour attack scenario in which a trainee attacker starts a Distributed Denial of Service (DDOS) attack against a raw adversary. The second data set,...
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báo cáo hóa học: "Initial development and testing of a novel foam-based pressure sensor for wearable sensing" doc
... unadulterated PU foamsample and that of the PPy-coated PU foams sample weresimilar showing regions of elastic and inelastic responsesto force. Problems such as repeatability and long-termaging ... proactive and personalized information service. Inthis paper we provide an overview of initial research con-ducted as part of the Adaptive Information Cluster http://www.adaptiveinformation.net ... Conductingelectroactive polymers are attractive for sensing in a gar-ment-integrated context because of their ability to retainthe tactile and mechanical properties of a textile-basedstructure. In the garment...
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báo cáo hóa học: " Reduced inclination of cervical spine in a novel notebook screen system - implications for rehabilitation" docx
... research has lead to a national regulation for w orkstation (BildscharbV) thatdefines the workstation delineating sizes of chair andtable to guarantee optimal body and visual axis [5].This approach ... isthe workstation. Although the fading away of theheavy and dirty work lead to an exoneration of healthrisks new work related health challenges haveappeared. Above all the psychological and ergon ... performed the analysis and interpretation ofthe data. MFS, SU, KV, SM, BK: Participation in the analysis of data, revision ofthe manuscript. All authors read and approved the final manuscript.Received:...
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Báo cáo hóa học: " Research Article A Novel Biologically Inspired Attention Mechanism for a Social Robot" ppt
... cooperatewith people as capable partners, that are able to learnfrom natural human instruction and that are intuitive andengaging for people to interact with, but that are also able tosimultaneously ... left images of several image pairsof an image sequence perceived from a stationary binocularcamera head. Although the index values below each imageare not consecutive, all image pairs are processed. ... have implemented two basic behaviorsin this stage: a visual natural landmark detector and a human gesture recognition behavior. These behaviors arethe responsible for provide natural landmarks...
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