A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care

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A Density-Penalized Distance Measure for Clustering

A Review of Attribute Disclosure Control

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A Semi-Supervised Methodology for Fishing Activity Detection Using the Geometry behind the Trajectory of Multiple Vessels

scientific article published in 2022

A Topological Perspective of Port Networks From Three Years (2017-2019) of AIS Data ⬇️

scientific paper published in CEUR-WS Volume 3194

A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children

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A case-based approach to software reuse

A distributed instance-weighted SVM algorithm on large-scale imbalanced datasets

scholarly article published October 2014

A fast and noise resilient cluster-based anomaly detection

A fast noise resilient anomaly detection using GMM-based collective labelling

A formal approach to using data distributions for building causal polytree structures

A framework for a privacy-aware feature selection evaluation measure

A multi-view two-level classification method for generalized multi-instance problems

scholarly article published October 2014

A new algorithm for reducing the workload of experts in performing systematic reviews

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A non-technical XACML target editor for dynamic access control systems

A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data

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ANALYTiC: An Active Learning System for Trajectory Classification.

scientific article published in January 2017

Active Learning with Automatic Soft Labeling for Induction of Decision Trees

An Algorithm for Compression of XACML Access Control Policy Sets by Recursive Subsumption

An Encryption Methodology for Enabling the Use of Data Warehouses on the Cloud

An Ensemble Method Based on AdaBoost and Meta-Learning

Annotation Concept Synthesis and Enrichment Analysis

Annotation concept synthesis and enrichment analysis: a logic-based approach to the interpretation of high-throughput experiments

scientific article

Applying instance-weighted support vector machines to class imbalanced datasets

scholarly article published October 2014

Automatic Target Recognition using multiple-aspect sonar images

Automating reuse of software for expert system analysis of remote sensing data

scholarly article by D.G. Goodenough et al published May 1994 in IEEE Transactions on Geoscience and Remote Sensing

Beyond the Bag of Words: A Text Representation for Sentence Selection

Big Water Meets Big Data: Analytics of the AIS Ship Tracking Data

Can anonymous posters on medical forums be reidentified?

scientific article (publication date: 3 October 2013)

Case Authoring from Text and Historical Experiences

Challenges of Composing XACML Policies

Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques

Classifying data from protected statistical datasets

article by Javier Herranz et al published November 2010 in Computers & Security

Cluster Summarization with Dense Region Detection

Computational modelling and data-driven techniques for systems analysis

scientific article published on 11 April 2019

Correction: Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning

scientific article published on 22 September 2016

Cost-Based Sampling of Individual Instances

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Cost-Sensitive Boosting Algorithms for Imbalanced Multi-instance Datasets

scholarly article by Xiaoguang Wang et al published 2013 in Lecture Notes in Computer Science

Data Clustering Using Hybrid Particle Swarm Optimization

Data Privacy: From Technology to Economics

Data mining to predict aircraft component replacement

Detecting Health-Related Privacy Leaks in Social Networks Using Text Mining Tools

article

Dimensionality Reduction and Visualization by Doubly Kernelized Unit Ball Embedding

scholarly article by Behrouz Haji Soleimani & Stan Matwin published 2018 in Lecture Notes in Computer Science

Direct comparison between support vector machine and multinomial naive Bayes algorithms for medical abstract classification

scientific article published on 8 June 2012

Dream sentiment analysis using second order soft co-occurrences (SOSCO) and time course representations

Efficient Private Information Retrieval for Geographical Aggregation

Efficient induction of recursive prolog definitions

Engineering of a clinical decision support framework for the point of care use.

scientific article published on 6 November 2008

Enhancing Caching in Distributed Databases Using Intelligent Polytree Representations

Ensemble of Multiple Kernel SVM Classifiers

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Ensembles of label noise filters: a ranking approach

Exploiting the systematic review protocol for classification of medical abstracts

scientific article

Fast Unsupervised Online Drift Detection Using Incremental Kolmogorov-Smirnov Test

Fishing Activity Detection from AIS Data Using Autoencoders

Formal correctness of conflict detection for firewalls

French presidential elections

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Fusing Iris, Palmprint and Fingerprint in a Multi-biometric Recognition System

GENEX: a tool for testing in ILP

GRASP-UTS: an algorithm for unsupervised trajectory segmentation

Generation of Globally Relevant Continuous Features for Classification

HALT: Hybrid anonymization of longitudinal transactions

Hierarchical Classification Approach to Emotion Recognition in Twitter

scholarly article published December 2012

How to Extract Relevant Knowledge from Tweets?

How to Prevent Private Data from being Disclosed to a Malicious Attacker

INFERRING AND REVISING THEORIES WITH CONFIDENCE: ANALYZING BILINGUALISM IN THE 1901 CANADIAN CENSUS

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Identifying Fishing Activities from AIS Data with Conditional Random Fields

Improvements to AdaBoost Dynamic

Improvements to Boosting with Data Streams

Improving Bayesian Learning Using Public Knowledge

Improving Co-training with Agreement-Based Sampling

Improving Fishing Pattern Detection from Satellite AIS Using Data Mining and Machine Learning

scientific article

Improving multi-view semi-supervised learning with agreement-based sampling

article

Incremental Cluster Updating Using Gaussian Mixture Model

article published in 2015

Incremental anomaly detection using two-layer cluster-based structure

Inner Ensembles: Using Ensemble Methods Inside the Learning Algorithm

Knowledge acquisition by incremental learning from problem-solution pairs

Knowledge-based clustering of ship trajectories using density-based approach

Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization

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Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based Undersampling

MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions

Machine learning method for software quality model building

scholarly article by Maurício Amaral de Almeida & Stan Matwin published 1999 in Lecture Notes in Computer Science

Manifold Learning of Overcomplete Feature Spaces in a Multimodal Biometric Recognition System of Iris and Palmprint

Meta-MapReduce for scalable data mining

Meta-learning for large scale machine learning with MapReduce

scholarly article published October 2013

Modeling Relevance Relations Using Machine Learning Techniques

scholarly article

Monitoring and recommending privacy settings in social networks

article published in 2013

Network traffic classification using AdaBoost Dynamic

Offensive Language Detection Using Multi-level Classification

One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data

scholarly article by Ahmad Pesaranghader et al published 2018 in Lecture Notes in Computer Science

PROGRAPH: A preliminary report

Parallelizing Feature Selection

article published in 2006

Parameterized Contrast in Second Order Soft Co-occurrences: A Novel Text Representation Technique in Text Mining and Knowledge Extraction

article published in 2009

Performance of SVM and Bayesian classifiers on the systematic review classification task.

scientific article

Personal Privacy Protection in Time of Big Data

article published in 2015

Planning and learning in a natural resource information system

Predicate invention from a few examples

Predicting Crime Using Spatial Features

Predicting Transportation Modes of GPS Trajectories Using Feature Engineering and Noise Removal

Predicting annual average daily highway traffic from large data and very few measurements

scholarly article published December 2016

Predictive Software Models

scholarly article

Privacy-Oriented Collaborative Learning Systems

Privacy-Preserving Naive Bayesian Classification over Horizontally Partitioned Data

Privacy-aware Wrappers

Privacy-aware filter-based feature selection

Privacy-preserving collaborative association rule mining

Privacy-preserving multi-party decision tree induction

article by Justin Z. Zhan et al published 2007 in International Journal of Business Intelligence and Data Mining

Processing OLAP Queries over an Encrypted Data Warehouse Stored in the Cloud

Proper Model Selection with Significance Test

Representing the negotiation process with a rule-based formalism

Resampling and Cost-Sensitive Methods for Imbalanced Multi-instance Learning

scholarly article published December 2013

Robustness of Classifiers to Changing Environments

Sanitization of Call Detail Records via Differentially-Private Bloom Filters

Smooth Receiver Operating Characteristics (smROC) Curves

article

Strategies for Reducing Risks of Inconsistencies in Access Control Policies

article published in 2010

Supporting software maintenance by mining software update records

scholarly article

Task Oriented Privacy Preserving Data Publishing Using Feature Selection

Traffic classification with on-line ensemble method

Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity

Using Feature Selection to Improve the Utility of Differentially Private Data Publishing

Using SVM with Adaptively Asymmetric MisClassification Costs for Mine-Like Objects Detection

Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data

article

Vessel route anomaly detection with Hadoop MapReduce

Weka-SAT: A Hierarchical Context-Based Inference Engine to Enrich Trajectories with Semantics

deepBioWSD: effective deep neural word sense disambiguation of biomedical text data

scientific article published on 01 May 2019

simDEF: definition-based semantic similarity measure of gene ontology terms for functional similarity analysis of genes

scientific article published on 26 December 2015