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Classifieurs

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50 documents available in our comprehensive collection of Classifieurs resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Interpolants as Classifiers
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Interpolants as Classifiers (cav12a.pdf)

353 KBEN 16 pages
Interpolants can be viewed as classifiers in supervised machine learning, allowing the use of off-the-shelf classification techniques, such as support vector...
Preview of Counterfactual Explanations
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Counterfactual Explanations (350_main_paper.pdf)

5.88 MBEN 10 pages
Counterfactual explanations are obtained by identifying the smallest input change to alter a prediction. Predictive multiplicity occurs when multiple classifiers provide almost equal solutions. A general upper bound for counterfactual explanation costs is derived, depending on...
Preview of Bayesian Classifier Optimality
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Bayesian Classifier Optimality (A1007413511361.pdf)

403 KBEN 28 pages
The simple Bayesian classifier is optimal under zero-one loss even when attributes are not independent given the class, and its true region of optimal...
Preview of 2019-02-16 Classifier 5X5
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2019-02-16 Classifier 5X5 (2019-02-16-classifier.pdf)

185 KBPT 1 page
Resultados do torneio All Shooters de fevereiro de 2019: - Mais preciso: Bob Klinglesmith (SSP - Expert) com 25.23 - High Junior: Stefani Decot (SSP -...
Preview of Count-Mass Distinction
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Count-Mass Distinction (Y05-1009.pdf)

200 KBPeggyEN 12 pages
Researchers explored the acquisition of count-mass distinction in Mandarin, a classifier language, by comparing adults' and children's interpretation of...
Preview of Melsec iQ-F Application Manual
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Melsec iQ-F Application Manual (FX5U Users manual Application.pdf)

2.75 MBMITSUBISHI ELECTRIC CORPORATIONEN 306 pages
The manual classifies safety precautions into two categories: [WARNING] and [CAUTION].
Preview of Classifieds 9-12-19 page 9
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Classifieds 9-12-19 page 9 (6-Page-9.pdf)

1.09 MBEN 1 page
The Slatonite, a local newspaper, features various classified ads, public notices, and community announcements for the week of September 8, 2019.
Preview of Classifieds 6-18-20 page 9
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Classifieds 6-18-20 page 9 (46-page-9.pdf)

1.47 MBEN 1 page
The Slatonite, June 18, 2020, features various classified ads, public notices, and announcements, including garage sales, services, and job openings.
Preview of Extreme Classification
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Extreme Classification (Poster.pdf)

694 KBItayEN 1 page
Tasks with an extremely large number of classes ?, propose a graph-based classification scheme with time and space complexities logarithmic in ?, learn ℓ...
Preview of Dynamics, Neural Collapse, and Normalization in Deep Classifiers Trained with Square Loss
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Dynamics, Neural Collapse, and Normalization in Deep Classifiers Trained with Square Loss (JMLR__2021-22.pdf)

4.61 MBEN 18 pages
This memo explores the dynamics of deep classifiers trained with square loss, revealing convergence to minimum norm solutions when both Weight Decay and Batch Normalization are employed. The study highlights the importance of these techniques for stable training, demonstrating...
Preview of SRL Inference
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SRL Inference (W05-0625.pdf)

107 KBAssociation for Computational LinguisticsEN 4 pages
Researchers present a semantic role labeling (SRL) approach that combines multiple argument classifiers' outputs into a coherent predicate-argument structure...
Preview of Text Mining Journal Articles
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Text Mining Journal Articles (paper_158.pdf)

395 KBEN 3 pages
Automated extraction of results from full-text journal articles is explored using support vector machines and naive Bayes classifiers, with an additional...
Preview of 3D Cascade of Classifiers for Open and Closed Eye Detection in Driver Distraction Monitoring
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3D Cascade of Classifiers for Open and Closed Eye Detection in Driver Distraction Monitoring (MItech-TR-70.pdf)

6.07 MBEN 10 pages
Researchers developed a 3D cascade of classifiers for open and closed eye detection in driver distraction monitoring using Haar-like masks and a boosted...
Preview of دانلود رایگان مقاله انگلیسی
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دانلود رایگان مقاله انگلیسی (11509-English-IranArze.pdf)

350 KBEleonora PantanoEN 7 pages
It classifies technologies into digital, mobile, and immersive/pervasive in-store technologies, and discusses their benefits, such as increased convenience,...
Preview of electronic edition @ ceur-ws.org (open access)
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electronic edition @ ceur-ws.org (open access) (CLEF2005wn-ImageCLEF-OGuldEt2005.pdf)

104 KBEN 9 pages
A combination of several classifiers using global features for content-based retrieval of medical images is proposed, achieving 86.7% categorization rate and...
Preview of Télécharger le fichier
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Télécharger le fichier (430537_1_En_9_Chapter.pdf)

474 KBChristos K. Aridas, Sotiris B. Kotsiantis, Michael N. VrahatisEN 13 pages
This research work presents an improved version of local boosting of weak classifiers, incorporating prototype selection, to address real-life classification...
Preview of WWE Employment Law
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WWE Employment Law (10-Cowley.pdf)

242 KBCustomer ServiceEN 30 pages
WWE classifies wrestlers as independent contractors, not employees, despite controlling their schedules, performances, and lives, and subjecting them to...
Preview of Bostock Response
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Bostock Response (NDLRR202_Koppelman.pdf)

310 KBMicrosoft Office UserEN 25 pages
The Texas statute criminalizing homosexual sex classifies individuals on the basis of their sex, as it requires the prosecution to prove the defendant's sex,...
Preview of AI Utilization Principles
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AI Utilization Principles (000581310.pdf)

226 KBEN 22 pages
The Conference toward AI Network Society proposes "Draft AI Utilization Principles" to promote benefits and mitigate risks of AI systems, and classifies...
Preview of 12918_2012_926_MOESM2_ESM.pdf
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12918_2012_926_MOESM2_ESM.pdf (12918_2012_926_MOESM2_ESM.pdf)

519 KBEN 13 pages
DREM 2.0 uses a logistic function to incorporate transcription factor (TF) gene expression levels into the learning of the classifier in the input-output...
Preview of W-9 Form
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W-9 Form (fw9.pdf)

129 KBSE:W:CAR:MPEN 6 pages
Form W-9 requires name and taxpayer ID. It classifies the person's federal tax status. Completed forms are given to the requester.
Preview of Ghostbuster Detection
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Ghostbuster Detection (2305.15047.pdf)

1.07 MBEN 16 pages
Ghostbuster detects AI-generated text by passing documents through weaker language models, searching for feature combinations, and training a classifier,...
Preview of Roof Assemblies
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Roof Assemblies (Chapter 9_Roof Assemblies.pdf)

252 KBtdalbiancoEN 12 pages
R901 governs roof assembly design, materials, construction, and quality. R902 classifies roofing materials, with Classes A, B, and C required in certain areas.
Preview of Unknown Word Detection
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Unknown Word Detection (201501_IWSDS_Sasakura_1.paper.pdf)

40 KBEN 6 pages
Researchers developed a classifier based on Electroencephalography (EEG) signals to detect unknown words from the user's brain waves, using absolute power and...
Preview of Website Fingerprinting: Attacking Popular Privacy Enhancing Technologies with the Multinomial Naïve-Bayes Classifier
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Website Fingerprinting: Attacking Popular Privacy Enhancing Technologies with the Multinomial Naïve-Bayes Classifier (authorsversion-ccsw09.pdf)

326 KBEN 12 pages
Researchers present a novel website fingerprinting method using a Multinomial Naïve-Bayes classifier to identify websites accessed through encrypted tunnels,...
Preview of ciarp.pdf
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ciarp.pdf (ciarp.pdf)

112 KBEN 8 pages
Researchers from the University of the Basque Country present a machine learning approach to resolve pronominal anaphora in the Basque language, using a...
Preview of Sentiment Annotation
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Sentiment Annotation (JTDH-2016_Fiser-et-al_Sentiment-Annotation-of-Slovene-User-Generated-Content.pdf)

851 KBDarja Fišer, Jasmina Smailović, Tomaž Erjavec, Igor Mozetič, Miha GrčarEN 6 pages
Researchers annotated the Janes corpus, containing 167 million words of Slovene user-generated content, with sentiment using a SVM-based classifier trained on...
Preview of 21 CFR 872.3770 - Temporary crown and bridge resin.
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21 CFR 872.3770 - Temporary crown and bridge resin. (CFR-2010-title21-vol8-sec872-3770.pdf)

143 KBEN 1 page
The FDA classifies various dental devices, including a pantograph (Class I), retentive and splinting pin (Class I), bracket adhesive resin and tooth...
Preview of Compounded Corruption: A Fast and Effective Data Augmentation Technique for Out-of-Distribution Sample Detection
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Compounded Corruption: A Fast and Effective Data Augmentation Technique for Out-of-Distribution Sample Detection (2207.13916.pdf)

4.72 MBEN 43 pages
A novel data augmentation technique, Compounded Corruptions (CnC), creates synthetic out-of-distribution samples by corrupting in-distribution data, enabling the training of effective OOD detection classifiers without requiring labeled OOD examples.
Preview of Threshold Invariant Fairness
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Threshold Invariant Fairness (237_main_paper.pdf)

340 KBEN 10 pages
Threshold invariant fair classification ensures equitable decisions from machine learning models, unaffected by changes in decision thresholds. It addresses issues with fairness definitions like demographic parity and equalized odds. Fairness is maintained across different...
Preview of Robust Classification
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Robust Classification (119_main_paper.pdf)

1.02 MBEN 10 pages
Robust collective classification resists structural attacks by enhancing graphical models. Associative Markov Networks (AMN) are studied for adversarial robustness. A bi-level program formulates the task of learning a robust AMN classifier.
Preview of Top 10 Data Mining Algorithms: A Survey
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Top 10 Data Mining Algorithms: A Survey (10Algorithms-08.pdf)

783 KBEN 37 pages
This survey paper identifies and discusses the top 10 most influential data mining algorithms, including C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART, highlighting their applications and ongoing research.
Preview of Regulation D: Reserve Requirements and Transaction Accounts
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Regulation D: Reserve Requirements and Transaction Accounts (int_depos.pdf)

31 KBEN 4 pages
Regulation D imposes reserve requirements on specific deposit types, primarily 'transaction accounts', for monetary policy implementation. It defines and classifies various deposit accounts while allowing zero percent reserves for non-personal time deposits and Eurocurrency...
Preview of Sebastiani, Fabrizio. 2002. "Machine learning in automated text categorization." ACM Computing Surveys, vol. 34, no. 1, pp. 1-47
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Sebastiani, Fabrizio. 2002. "Machine learning in automated text categorization." ACM Computing Surveys, vol. 34, no. 1, pp. 1-47 (ACMCS02.pdf)

496 KBEN 47 pages
The automated categorization of texts into predefined categories has gained significant interest due to the increased availability of digital documents and the...
Preview of Domain Risk Scores
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Domain Risk Scores (domain-risk-score-technical-brief.pdf)

3.14 MBEN 8 pages
DomainTools' Domain Risk Score uses DNS and data science to proactively uncover threats, analyzing 350+ million domains and 11 billion historic Whois records...
Preview of Iris Species Identification
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Iris Species Identification (IRJET-V10I175.pdf)

4.92 MBsonyEN 5 pages
The study uses machine learning algorithms to identify different species of iris flowers, specifically Versicolor, Setosa, and Virginica, using the Iris...
Preview of Multiview Bottleneck Models
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Multiview Bottleneck Models (multiview_cbm_imlh_2022.pdf)

14.05 MBAnonymous SubmissionEN 15 pages
Multiview concept bottleneck models are applied to diagnose pediatric appendicitis using ultrasound images, extending classical concept bottleneck models to...
Preview of Kokborok POS Tagger
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Kokborok POS Tagger (C12-2090.pdf)

190 KBBraja Gopal Patra ; Khumbar Debbarma ; Dipankar Das ; Sivaji BandyopadhyayEN 10 pages
A POS tagger for Kokborok, a resource-constrained Indian language, is developed using rule-based and supervised methods, achieving accuracies of 70% and 84%,...
Preview of master
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master (master.pdf)

608 KBAuthor(s)EN 46 pages
The Human Diffusion Model is modified to take IMU data as input, allowing for human motions to be modeled from text and IMU data, and simulating visual data...
Preview of Massive-Scale Named Entity Disambiguation with Deep Learning and Data Augmentation
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Massive-Scale Named Entity Disambiguation with Deep Learning and Data Augmentation (conll2018.pdf)

360 KBEN 10 pages
It proposes data augmentation and transfer learning to address scarce training data, demonstrating that bag-of-word embeddings outperform LSTMs in low-data scenarios, while LSTMs excel with larger datasets.
Preview of Collocation Extraction
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Collocation Extraction (C12-2010.pdf)

660 KBKavosh Asadi Atui ; Heshaam Faili ; Kaveh Assadi AtuieEN 10 pages
The approach employs syntactical analysis without requiring a parser for the target language, uses bootstrapping to build training data for a log-linear...
Preview of Targeted Sentiment Analysis
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Targeted Sentiment Analysis (D18-1504.pdf)

391 KBDehong Ma ; Sujian Li ; Houfeng WangEN 6 pages
Researchers propose a hierarchical multi-layer bidirectional gated recurrent units (HMBi-GRU) model for targeted sentiment analysis, which extracts targets and...
Preview of Toxicity Detection: Does Context Really Matter?
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Toxicity Detection: Does Context Really Matter? (2020.acl-main.396.pdf)

403 KBJohn Pavlopoulos ; Jeffrey Sorensen ; Lucas Dixon ; Nithum Thain ; Ion AndroutsopoulosEN 10 pages
Researchers investigated whether context affects human judgment of toxicity in online posts and if conditioning on context improves toxicity detection systems.
Preview of local PDF
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local PDF (2013-veselovska-p4082649853670342919.pdf)

165 KBfoobarEN 6 pages
The lexicon was built by automatic translation of an English subjectivity lexicon and manual refinement by an experienced annotator.
Preview of Joint Parsing and Semantic Role Labeling: Bridging Gold and Automatic Parses
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Joint Parsing and Semantic Role Labeling: Bridging Gold and Automatic Parses (W05-0636.pdf)

84 KBAssociation for Computational LinguisticsEN 4 pages
Document en en
Preview of Fetal Health Classification
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Fetal Health Classification (12122cseij05.pdf)

613 KBMegha Chaturvedi, Shikha Agrawal, Sanjay SilakariEN 8 pages
Fetal health classification techniques are crucial for early detection of abnormalities. Cardiotocography (CTG) monitors fetal heart rate to ensure well-being. Early detection provides valuable insights and preparation time.
Preview of Phishing Detection
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Phishing Detection (article_5457_e98d5574ea195e85901970ce6288ecdb.pdf)

455 KBEN 15 pages
Phishing is a social engineering technique used to deceive users, with phishing attacks costing the US billions of dollars annually.
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pdf (C10-1141.pdf)

210 KBLiang-Chih Yu ; Hsiu-Min Shih ; Yu-Ling Lai ; Jui-Feng Yeh ; Chung-Hsien WuEN 9 pages
Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010), pages 1254–1262, Beijing, August 2010.
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PDF (2008.07989.pdf)

2.15 MBEN 13 pages
Researchers propose a one-class classification approach using convolutional autoencoders for fingerprint presentation attack detection, trained only on bona...
Preview of 66th SAW Report
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66th SAW Report (3_SAW_SARC Assessment Summary Report.pdf)

2.73 MBEN 41 pages
The 66th SAW Assessment Summary Report contains information on stock assessments of Summer flounder and Striped bass, reviewed by the 66th Stock Assessment...

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