Osmar R. Zaiane
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Tunisian-German computer scientist, researcher and academic
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Data Mining
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Why Is Osmar R. Zaiane Influential?
(Suggest an Edit or Addition)According to Wikipedia, Osmar R. Zaiane is a researcher, computer scientist, professor at the University of Alberta specializing in data mining and machine learning. He was the secretary treasurer of the Association for Computing Machinery Special Interest Group on Knowledge Discovery and Data Mining from 2009 to 2012 and treasurer of the ACM Special Interest Group on Health Informatics. He served as the editor-in-chief of the SIGKDD Explorations publication from 2008 to 2010. He was also the associate editor of the same publication from 2004 to 2007.
Osmar R. Zaiane's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Discovering Web access patterns and trends by applying OLAP and data mining technology on Web logs (1998) (510)
- U2-Net: Going Deeper with Nested U-Structure for Salient Object Detection (2020) (503)
- Building a Recommender Agent for e-Learning Systems (2002) (426)
- Application of Data Mining Techniques for Medical Image Classification (2001) (387)
- Privacy Preserving Clustering by Data Transformation (2010) (350)
- Privacy preserving frequent itemset mining (2002) (341)
- Current State of Text Sentiment Analysis from Opinion to Emotion Mining (2017) (330)
- Web Usage Mining for a Better Web-Based Learning Environment (2001) (300)
- Clustering and Sequential Pattern Mining of Online Collaborative Learning Data (2009) (293)
- Incremental mining of frequent patterns without candidate generation or support constraint (2003) (268)
- Text document categorization by term association (2002) (266)
- Mining Positive and Negative Association Rules: An Approach for Confined Rules (2004) (228)
- Protecting sensitive knowledge by data sanitization (2003) (219)
- DMQL: A Data Mining Query Language for Relational Databases (2007) (215)
- DMQL: A Data Mining Query Language for Relational Databases (2007) (215)
- DBMiner: A System for Mining Knowledge in Large Relational Databases (1996) (203)
- Fast parallel association rule mining without candidacy generation (2001) (182)
- Educational data mining applications and tasks: A survey of the last 10 years (2017) (155)
- Achieving Privacy Preservation when Sharing Data for Clustering (2004) (149)
- Towards evaluating learners' behaviour in a Web-based distance learning environment (2001) (147)
- Mammography Classification By an Association Rule-based Classifier (2002) (147)
- A systematic review of data mining and machine learning for air pollution epidemiology (2017) (145)
- Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining (2002) (140)
- Clustering Web sessions by sequence alignment (2002) (136)
- MultiMediaMiner: a system prototype for multimedia data mining (1998) (136)
- An associative classifier based on positive and negative rules (2004) (131)
- Combining Usage, Content, and Structure Data to Improve Web Site Recommendation (2004) (131)
- An Optimized Cost-Sensitive SVM for Imbalanced Data Learning (2013) (131)
- Algorithms for balancing privacy and knowledge discovery in association rule mining (2003) (128)
- Top Leaders Community Detection Approach in Information Networks (2010) (127)
- Mining multimedia data (1998) (126)
- Classifying Text Documents by Associating Terms With Text Categories (2002) (125)
- Automatic Dialogue Generation with Expressed Emotions (2018) (120)
- Detecting Communities in Social Networks Using Max-Min Modularity (2009) (118)
- Secure Association Rule Sharing (2004) (117)
- Mining recurrent items in multimedia with progressive resolution refinement (2000) (100)
- DBMiner: a system for data mining in relational databases and data warehouses (1997) (100)
- Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining (2003) (98)
- On Data Clustering Analysis: Scalability, Constraints, and Validation (2002) (96)
- Collaborative Learning of Students in Online Discussion Forums: A Social Network Analysis Perspective (2014) (95)
- Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques (2011) (95)
- UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer (2021) (89)
- Community Evolution Mining in Dynamic Social Networks (2011) (85)
- Local Community Identification in Social Networks (2009) (84)
- Associative Classifiers for Medical Images (2002) (82)
- A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data (2006) (81)
- COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation (2003) (72)
- A Synthetic Data Generator for Clustering and Outlier Analysis (2006) (68)
- Evaluating Coherence in Dialogue Systems using Entailment (2019) (65)
- Illumination Invariance and Object Model in Content-Based Image and Video Retrieval (1999) (64)
- Clustering spatial data when facing physical constraints (2002) (63)
- Ensemble based adaptive over-sampling method for imbalanced data learning in computer aided detection of microaneurysm (2017) (63)
- A privacy-preserving clustering approach toward secure and effective data analysis for business collaboration (2007) (62)
- A study on interestingness measures for associative classifiers (2010) (61)
- Hi-GCN: A hierarchical graph convolution network for graph embedding learning of brain network and brain disorders prediction (2020) (61)
- Clustering high dimensional data: A graph-based relaxed optimization approach (2008) (60)
- 2018 IEEE International Conference on Data Mining (ICDM) (2018) (59)
- Finding Similar Queries to Satisfy Searches Based on Query Traces (2002) (59)
- Extracellular Proteomes of Arabidopsis Thaliana and Brassica Napus Roots: Analysis and Comparison by MudPIT and LC-MS/MS (2006) (58)
- Resource and knowledge discovery from the internet and multimedia repositories (1999) (57)
- Augmenting Neural Response Generation with Context-Aware Topical Attention (2018) (57)
- Incremental local community identification in dynamic social networks (2013) (57)
- An Efficient Reference-Based Approach to Outlier Detection in Large Datasets (2006) (56)
- Social network analysis and mining to support the assessment of on-line student participation (2012) (55)
- DBconnect: mining research community on DBLP data (2007) (54)
- Synthetic Oversampling with the Majority Class: A New Perspective on Handling Extreme Imbalance (2018) (54)
- Community evolution prediction in dynamic social networks (2014) (54)
- Detecting Communities in Large Networks by Iterative Local Expansion (2009) (53)
- On Pruning and Tuning Rules for Associative Classifiers (2005) (52)
- Time series contextual anomaly detection for detecting market manipulation in stock market (2015) (52)
- Generating Attributed Networks with Communities (2015) (52)
- A parameterless method for efficiently discovering clusters of arbitrary shape in large datasets (2002) (52)
- Tracking changes in dynamic information networks (2011) (52)
- A unified framework for protecting sensitive association rules in business collaboration (2006) (51)
- ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT (2019) (49)
- Privacy-Preserving Clustering by Object Similarity-Based Representation and Dimensionality Reduction Transformation (2004) (48)
- Advanced Data Mining and Applications (2013) (47)
- Visualizing and discovering web navigational patterns (2004) (46)
- Learning to Use a Learned Model: A Two-Stage Approach to Classification (2006) (46)
- Parallel leap: large-scale maximal pattern mining in a distributed environment (2006) (46)
- Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment (1995) (45)
- WebML: Querying the World-Wide Web for Resources and Knowledge (1998) (44)
- Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule CAD (2014) (44)
- On discovering co-location patterns in datasets: a case study of pollutants and child cancers (2014) (43)
- Clustering spatial data in the presence of obstacles: a density-based approach (2002) (43)
- Detecting stock market manipulation using supervised learning algorithms (2014) (43)
- Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations (2003) (41)
- DBMiner: interactive mining of multiple-level knowledge in relational databases (1996) (41)
- Toward Standardization in Privacy-Preserving Data Mining (2004) (39)
- Nonlinearity-aware based dimensionality reduction and over-sampling for AD/MCI classification from MRI measures (2017) (36)
- Assessing Residual Value of Heavy Construction Equipment Using Predictive Data Mining Model (2008) (35)
- Sparse shared structure based multi-task learning for MRI based cognitive performance prediction of Alzheimer's disease (2017) (35)
- WEBKDD 2002 - Mining Web Data for Discovering Usage Patterns and Profiles (2003) (34)
- Data Perturbation by Rotation for Privacy-Preserving Clustering (2004) (34)
- A multi-kernel based framework for heterogeneous feature selection and over-sampling for computer-aided detection of pulmonary nodules (2017) (34)
- Mining Multimedia and Complex Data (2002) (33)
- Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision (2021) (33)
- COFI approach for mining frequent itemsets revisited (2004) (32)
- Data Mining and Learning Analytics: Applications in Educational Research (2016) (32)
- Data Mining Applications for Fraud Detection in Securities Market (2012) (32)
- Resolution-based outlier factor: detecting the top-n most outlying data points in engineering data (2009) (32)
- MODEC - Modeling and Detecting Evolutions of Communities (2011) (32)
- Framework for extreme imbalance classification: SWIM—sampling with the majority class (2019) (31)
- Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding (2021) (30)
- Development of a Computer-Based Clinical Decision Support Tool for Selecting Appropriate Rehabilitation Interventions for Injured Workers (2013) (30)
- A PSO-Based Cost-Sensitive Neural Network for Imbalanced Data Classification (2013) (29)
- Mining Research Communities in Bibliographical Data (2009) (27)
- Immersed Visual Data Mining: Walking the Walk (2001) (26)
- Efficient multi-kernel multi-instance learning using weakly supervised and imbalanced data for diabetic retinopathy diagnosis (2018) (26)
- An Unsupervised Approach to Cluster Web Search Results Based on Word Sense Communities (2008) (25)
- ℓ2, 1 Norm Regularized Multi-kernel Based Joint Nonlinear Feature Selection and Over-sampling for Imbalanced Data Classification (2017) (25)
- Lexical and Learning-based Emotion Mining from Text (2017) (24)
- Introduction to the special issue on successful real-world data mining applications (2006) (24)
- DANCer: dynamic attributed networks with community structure generation (2017) (24)
- On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? (2022) (23)
- A Course Recommender System based on Graduating Attributes (2017) (23)
- Generalized fused group lasso regularized multi-task feature learning for predicting cognitive outcomes in Alzheimers disease (2018) (23)
- DANCer: dynamic attributed networks with community structure generation (2016) (23)
- Meerkat: Community Mining with Dynamic Social Networks (2010) (22)
- SSRM: structural social role mining for dynamic social networks (2014) (22)
- Reciprocal Recommender System for Learners in Massive Open Online Courses (MOOCs) (2017) (22)
- Considering Re-occurring Features in Associative Classifiers (2005) (22)
- MedFact: Towards Improving Veracity of Medical Information in Social Media Using Applied Machine Learning (2018) (22)
- Discovering Statistically Significant Co-location Rules in Datasets with Extended Spatial Objects (2014) (21)
- Relative Validity Criteria for Community Mining Algorithms (2012) (21)
- Web service matching for RESTful web services (2011) (21)
- Mining Contentious Documents Using an Unsupervised Topic Model Based Approach (2014) (21)
- WEBKDD 2002: Web mining for usage patterns & profiles (2002) (21)
- Toward Personalized Relational Learning (2017) (20)
- A Framework for Enforcing Privacy in Mining Frequent Patterns (2002) (20)
- A Framework for Analyzing Dynamic Social Networks (2010) (20)
- Towards a Novel OLAP Interface for Distributed Data Warehouses (2001) (20)
- Interdisciplinary-driven hypotheses on spatial associations of mixtures of industrial air pollutants with adverse birth outcomes. (2019) (20)
- Discovering Co-location Patterns in Datasets with Extended Spatial Objects (2013) (19)
- Unsupervised Model for Topic Viewpoint Discovery in Online Debates Leveraging Author Interactions (2018) (19)
- Contrasting Sequence Groups by Emerging Sequences (2009) (19)
- Building virtual web views (2001) (19)
- On Pruning for Top-K Ranking in Uncertain Databases (2011) (19)
- MVS-GCN: A prior brain structure learning-guided multi-view graph convolution network for autism spectrum disorder diagnosis (2022) (19)
- Efficient Spatial Classification Using Decoupled Conditional Random Fields (2006) (19)
- C-BIRD: content-based image retrieval from digital libraries using illumination invariance and recognition kernel (1998) (19)
- Patient information extraction in noisy tele-health texts (2013) (18)
- Proceedings of the Second International Workshop on Multimedia Data Mining, MDM/KDD'2001, August 26th, 2001, San Francisco, CA, USA (2001) (18)
- MDM/KDD2002: multimedia data mining between promises and problems (2002) (18)
- Sampling a Longer Life: Binary versus One-class classification Revisited (2017) (18)
- ℓ2, 1-ℓ1 regularized nonlinear multi-task representation learning based cognitive performance prediction of Alzheimer's disease (2018) (18)
- An Associative Classifier for Uncertain Datasets (2012) (17)
- Generalization of clustering agreements and distances for overlapping clusters and network communities (2014) (17)
- MDM/KDD: multimedia data mining for the second time (2002) (17)
- Complexity Analysis Approach for Prefabricated Construction Products Using Uncertain Data Clustering (2017) (17)
- MSDS-UNet: A multi-scale deeply supervised 3D U-Net for automatic segmentation of lung tumor in CT (2021) (17)
- Data warehousing for construction equipment management (2006) (16)
- Associative Classification with Statistically Significant Positive and Negative Rules (2015) (16)
- Mission-Based Navigational Behaviour Modeling for Web Recommender Systems (2004) (16)
- Using triads to identify local community structure in social networks (2014) (16)
- Bifold constraint-based mining by simultaneous monotone and anti-monotone checking (2005) (15)
- Contrasting the Contrast Sets: An Alternative Approach (2007) (15)
- Recommender Systems For E-learning: TowardsNon-intrusive Web Mining (2006) (15)
- Foundations for an access control model for privacy preservation in multi-relational association rule mining (2002) (15)
- Cost Sensitive Ranking Support Vector Machine for Multi-label Data Learning (2016) (14)
- Parallel association rule mining with minimum inter-processor communication (2003) (14)
- Visual Data Mining of Web Navigational Data (2007) (14)
- Pattern lattice traversal by selective jumps (2005) (14)
- An Efficient One-Scan Sanitization For Improving The Balance Between Privacy And Knowledge Discovery (2003) (14)
- Fastest association rule mining algorithm predictor (FARM-AP) (2011) (14)
- Privacy-Preserving Clustering to Uphold Business Collaboration: A Dimensionality Reduction Based Transformation Approach (2007) (14)
- Natural Language Watermarking Based on Syntactic Displacement and Morphological Division (2010) (14)
- TE-HI-GCN: An Ensemble of Transfer Hierarchical Graph Convolutional Networks for Disorder Diagnosis (2021) (14)
- A novel cost sensitive neural network ensemble for multiclass imbalance data learning (2013) (14)
- Digital Watermarking: Status, Limitations and Prospects (2002) (14)
- Finding Arguing Expressions of Divergent Viewpoints in Online Debates (2014) (13)
- Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning (2020) (13)
- A multi-component framework for the analysis and design of explainable artificial intelligence (2020) (13)
- A Visual Data Mining Approach to Find Overlapping Communities in Networks (2009) (13)
- Biomedical text disambiguation using UMLS (2013) (13)
- Parallel Bifold: Large-scale parallel pattern mining with constraints (2006) (13)
- A ℓ2, 1 norm regularized multi-kernel learning for false positive reduction in Lung nodule CAD (2017) (13)
- Negative Association Rules (2014) (12)
- Seq2Emo: A Sequence to Multi-Label Emotion Classification Model (2021) (12)
- Hybrid probabilistic sampling with random subspace for imbalanced data learning (2014) (12)
- An Occurrence Based Approach to Mine Emerging Sequences (2010) (12)
- Bridging the Gap between the Technological Singularity and Medicine: Highlighting a Course on Technology and the Future of Medicine (2013) (12)
- Sequence-Based Approaches to Course Recommender Systems (2018) (11)
- Text Document Topical Recursive Clustering and Automatic Labeling of a Hierarchy of Document Clusters (2013) (11)
- Building image mosaics: an application of content-based image retrieval (2003) (11)
- Enhancement of incremental design for FPGAs using circuit similarity (2011) (11)
- Seq2Emo for Multi-label Emotion Classification Based on Latent Variable Chains Transformation (2019) (11)
- Geometric Data Transformation For Privacy Preserving Clustering (2003) (10)
- Community Dynamics: Event and Role Analysis in Social Network Analysis (2014) (10)
- Sentiment Analysis on Twitter to Improve Time Series Contextual Anomaly Detection for Detecting Stock Market Manipulation (2017) (10)
- Towards a definition of health informatics ethics (2010) (10)
- Discovering Process in Curriculum Data to Provide Recommendation (2015) (10)
- Sentiment Analysis of Breast Cancer Screening in the United States using Twitter (2016) (10)
- Revisiting "Privacy Preserving Clustering by Data Transformation" (2010) (10)
- On the application of multi-class classification in physical therapy recommendation (2013) (9)
- Resource and Knowledge Discovery in Global Information Systems: A Multiple Layered Database Approach (1995) (9)
- Augmenting Semantic Representation of Depressive Language: From Forums to Microblogs (2019) (9)
- Unsupervised Class Separation of Multivariate Data through Cumulative Variance-Based Ranking (2009) (9)
- Communities validity: methodical evaluation of community mining algorithms (2013) (9)
- Privacy-Preserving Data Mining on the Web: Foundations and Techniques (2006) (9)
- Visualizing community centric network layouts (2012) (9)
- Finding All Frequent Patterns Starting from the Closure (2005) (8)
- Class separation through variance: a new application of outlier detection (2011) (8)
- Measure oriented cost-sensitive SVM for 3D nodule detection (2013) (8)
- Finding Top-n Emerging Sequences to Contrast Sequence Sets (2007) (8)
- Formalizing clinical practice guideline for clinical decision support systems (2017) (8)
- Exploiting statistically significant dependent rules for associative classification (2017) (8)
- Advantage of integration in big data: Feature generation in multi-relational databases for imbalanced learning (2016) (8)
- Detecting Communities in Social Networks Using Local Information (2010) (7)
- Recognition of Patient-Related Named Entities in Noisy Tele-Health Texts (2015) (7)
- WebKDD 2005: web mining and web usage analysis post-workshop report (2005) (7)
- Concept-Based Retrieval using Controlled Natural Language (1997) (7)
- Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer's Disease (2017) (7)
- UAPRIORI: AN ALGORITHM FOR FINDING SEQUENTIAL PATTERNS IN PROBABILISTIC DATA (2012) (7)
- Innovative navigation of health discussion forums based on relationship extraction and medical ontologies (2013) (7)
- Extraction and clustering of arguing expressions in contentious text (2015) (7)
- WEXEA: Wikipedia EXhaustive Entity Annotation (2020) (7)
- A machine learning approach to predict ethnicity using personal name and census location in Canada (2020) (7)
- Cost sensitive adaptive random subspace ensemble for computer-aided nodule detection (2013) (7)
- FaithDial: A Faithful Benchmark for Information-Seeking Dialogue (2022) (7)
- Report on MDM/KDD2000: the 1st international workshop on multimedia data mining (2000) (7)
- Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control (2017) (6)
- Mining multimedia and complex data : KDD Workshop MDM/KDD 2002, PAKDD Workshop KDMCD 2002 : revised papers (2003) (6)
- A Joint Topic Viewpoint Model for Contention Analysis (2014) (6)
- Deciding on Feedback Polarity and Timing (2012) (6)
- Modular Networks for Validating Community Detection Algorithms (2018) (6)
- Scrutinizing frequent pattern discovery performance (2005) (6)
- Estimating True and False Positive Rates in Higher Dimensional Problems and Its Data Mining Applications (2008) (6)
- Unsupervised graph-based Word Sense Disambiguation of biomedical documents (2013) (6)
- Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science): Preface (2003) (6)
- Hierarchical structural approach to improving the browsability of Web search engine results (2001) (6)
- Validity of the Work Assessment Triage Tool for Selecting Rehabilitation Interventions for Workers’ Compensation Claimants with Musculoskeletal Conditions (2019) (6)
- A Diffusion of Innovation-Based Closeness Measure for Network Associations (2011) (6)
- Utility of privacy preservation for health data publishing (2013) (6)
- Learning Statistically Significant Contrast Sets (2016) (6)
- WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report (2008) (6)
- Detecting the Onset of Machine Failure Using Anomaly Detection Methods (2019) (6)
- Visualizing Web Navigation Data with Polygon Graphs (2007) (5)
- ARC-UI: Visualization Tool for Associative Classifiers (2008) (5)
- Machine Learning for Work Disability Prevention: Introduction to the Special Series (2020) (5)
- Findability in health information websites (2012) (5)
- Rethinking modeling Alzheimer's disease progression from a multi-task learning perspective with deep recurrent neural network (2021) (5)
- PSST… privacy, safety, security, and trust in health information websites (2012) (5)
- Top-10 Data Mining Case Studies (2012) (5)
- Evaluation of Community Mining Algorithms in the Presence of Attributes (2015) (5)
- Utility Enhancement for Privacy Preserving Health Data Publishing (2013) (5)
- A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters (2017) (5)
- Anomaly Detection in Resource Constrained Environments With Streaming Data (2022) (5)
- The index lift in data mining has a close relationship with the association measure relative risk in epidemiological studies (2019) (5)
- Context Prediction in the Social Web Using Applied Machine Learning: A Study of Canadian Tweeters (2018) (5)
- Discovering spatial contrast and common sets with statistically significant co-location patterns (2017) (5)
- Redundancy reduction: does it help associative classifiers? (2016) (5)
- Digital Economy. Emerging Technologies and Business Innovation (2017) (5)
- Mining contentious documents (2016) (4)
- A Domain Adaptation Multi-instance Learning for Diabetic Retinopathy Grading on Retinal Images (2020) (4)
- Developing, Implementing, and Evaluating an Artificial Intelligence–Guided Mental Health Resource Navigation Chatbot for Health Care Workers and Their Families During and Following the COVID-19 Pandemic: Protocol for a Cross-sectional Study (2021) (4)
- Discovering co-location patterns with aggregated spatial transactions and dependency rules (2018) (4)
- TupleRank: Ranking Relational Databases using Random Walks on Extended K-partite Graphs (2009) (4)
- Advanced Data Mining and Applications (2013) (4)
- Protein subcellular localization prediction with associative classification and multi-class SVM (2011) (4)
- International Workshop on Knowledge Discovery in Multimedia and Complex Data (KDMCD 2002), in conjunction with the Sixth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-02), Taipei, Taiwan, May 6-8 (2002) (4)
- Dual feature correlation guided multi-task learning for Alzheimer's disease prediction (2021) (4)
- Guest editorial: special issue on a decade of mining the Web (2012) (4)
- Building a Competitive Associative Classifier (2020) (4)
- USING POLLUTANT RELEASE AND TRANSFER REGISTER DATA IN HUMAN HEALTH RESEARCH: A SCOPING REVIEW (2014) (4)
- Discovering spatial associations in images (2000) (4)
- Mining with Constraints by Pruning and Avoiding Ineffectual Processing (2005) (4)
- HCMS: conceptual description of a health content management system (2011) (4)
- Collaborative learning of graph generation, clustering and classification for brain networks diagnosis (2022) (4)
- Community question retrieval in health forums (2017) (4)
- BubbleNet: An innovative exploratory search and summarization interface with applicability in health social media (2016) (4)
- Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text (2021) (4)
- Frequent Subsequence-Based Protein Localization (2006) (4)
- Developing a database for proteomic analysis of extracytosolic plant proteins (2004) (4)
- Unsupervised mapping of sentences to biomedical concepts based on integrated information retrieval model and clustering (2010) (4)
- Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems (2019) (4)
- Identifying Questions & Requests in Conversation (2014) (4)
- Measure optimized cost-sensitive neural network ensemble for multiclass imbalance data learning (2013) (4)
- ANA at SemEval-2020 Task 4: MUlti-task learNIng for cOmmonsense reasoNing (UNION) (2020) (4)
- Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments (2021) (4)
- WEBKDD 2002 - MiningWeb Data for Discovering Usage Patterns and Profiles, 4th International Workshop, Edmonton, Canada, July 23, 2002, Revised Papers (2003) (3)
- Plant Protein Localization Using Discriminative and Frequent Partition-Based Subsequences (2008) (3)
- Intelligent Functional Dependency Tutoring Tool (2008) (3)
- Measure optimized wrapper framework for multi-class imbalanced data learning: An empirical study (2013) (3)
- Graduate Attributes Assessment Program (2020) (3)
- Domino Project: Data Mining and Newborn Outcomes Exploring Environmental Variables (2014) (3)
- Collaborative learning of weakly-supervised domain adaptation for diabetic retinopathy grading on retinal images (2022) (3)
- Proceedings of the International Workshop on Multimedia Data Mining, MDM/KDD'2000, August 20th, 2000, Boston, MA, USA (2000) (3)
- MS-SSD: multi-scale single shot detector for ship detection in remote sensing images (2022) (3)
- Advanced Data Mining and Applications, Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007, Proceedings (2007) (3)
- Classifying Websites into Non-topical Categories (2012) (3)
- Generating Responses Expressing Emotion in an Open-domain Dialogue System (2018) (3)
- Rich Data: Risks, Issues, Controversies & Hype (2015) (3)
- A Collaborative Research Exploration of Pollutant Mixtures and Adverse Birth Outcomes by Using Innovative Spatial Data Mining Methods: The DoMiNO Project (2019) (3)
- PhAITV: A Phrase Author Interaction Topic Viewpoint Model for the Summarization of Reasons Expressed by Polarized Stances (2019) (3)
- DBMiner (1996) (3)
- Bi-Level Associative Classifier Using Automatic Learning on Rules (2020) (3)
- A Measure Optimized Cost-Sensitive Learning Framework for Imbalanced Data Classification (2017) (3)
- UofA-Truth at Factify 2022 : A Simple Approach to Multi-Modal Fact-Checking (2022) (3)
- Detecting Local Communities in Networks with Edge Uncertainty (2018) (3)
- Warehousing the Web or Building Virtual Web Views (2001) (2)
- On-line analytical processing while immersed in a CAVE (2001) (2)
- Neighbor-Based Link Prediction with Edge Uncertainty (2019) (2)
- A Late-Fusion Approach to Community Detection in Attributed Networks (2020) (2)
- Automatic generation of relational attributes: An application to product returns (2016) (2)
- Simulated Annealing for Emotional Dialogue Systems (2021) (2)
- Sparse Multi-kernel Based Multi-task Learning for Joint Prediction of Clinical Scores and Biomarker Identification in Alzheimer's Disease (2017) (2)
- International Database Engineering & Applications Symposium, IDEAS'02, July 17-19, 2002, Edmonton, Canada, Proceedings (2002) (2)
- Mining Multimedia and Complex Data: Kdd Workshop Mdm 2002, Pakdd Workshop Kdmcd 2002: Revised Papers (Lecture Notes in Artificial Intelligence) (2003) (2)
- A Globally Normalized Neural Model for Semantic Parsing (2021) (2)
- Intelligent feedback polarity and timing selection in the Shufti Intelligent Tutoring System (2013) (2)
- Chapter IX Variations on Associative Classifiers and Classification Results Analyses (2009) (2)
- Advanced Data Mining and Applications: Second International Conference, ADMA 2006Xi'an, China, August 14-16, 2006Proceedings (Lecture Notes in Computer Science) (2006) (2)
- Accelerating FPGA design space exploration using circuit similarity-based placement (2010) (2)
- Learning to Analyze Medical Images: A Smart Adaptive Learning Environment for an Ill-Defined Domain (2017) (2)
- Web Mining: From Concepts to Practical Systems (2001) (2)
- Data Clustering Analysis - From Simple Groupings to Scalable Clustering With Constraints (2002) (2)
- Seventh IEEE International Conference on Data Mining Workshops - Cover (2007) (2)
- The Need for Medical Professionals to Join Patients in the Online Health Social Media Discourse (2021) (2)
- A unified framework of graph structure learning, graph generation and classification for brain network analysis (2022) (2)
- A Repository of Codes of Ethics and Technical Standards in Health Informatics (2014) (2)
- Addressing the Resolution Limit and the Field of View Limit in Community Mining (2020) (2)
- ONDOCS: Ordering Nodes to Detect Overlapping Community Structure (2010) (2)
- Walking the Data Cube : An Immersed Virtual Environment for Visualising Data Mining Results (2000) (2)
- Community Topic: Topic Model Inference by Consecutive Word Community Discovery (2022) (2)
- Advanced Data Mining and Applications: 9th International Conference, ADMA 2013, Hangzhou, China, December 14-16, 2013, Proceedings, Part I (2014) (1)
- Feature-aware Multi-task feature learning for Predicting Cognitive Outcomes in Alzheimer's disease (2019) (1)
- Business Collaboration by Privacy-Preserving Clustering (2009) (1)
- A robust fuzzy clustering algorithm using spatial information combined with local membership filtering for brain MR images (2020) (1)
- Automated Nursing Agent: A Software Agent for At-Home Elderly Care (2016) (1)
- Integrative Strategy for Finding Co-Location Patterns between Adverse Birth Outcomes and Industrial Air Pollution (2018) (1)
- An ensemble framework with $l_{21}$-norm regularized hypergraph laplacian multi-label learning for clinical data prediction (2019) (1)
- Le forage de réseaux sociaux (2008) (1)
- Analyzing the Impact of UMLS Relations on Word-sense Disambiguation Accuracy (2013) (1)
- APNEA: Intelligent Ad-Bidding Using Sentiment Analysis (2019) (1)
- Proceedings of the 6th international conference on Knowledge Discovery on the Web: advances in Web Mining and Web Usage Analysis (2004) (1)
- Learning Actions in Complex Software Systems (2011) (1)
- STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text (2021) (1)
- BrainTGL: A dynamic graph representation learning model for brain network analysis (2023) (1)
- MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation (2023) (1)
- Unsupervised Classification of Sound for Multimedia Indexing (2000) (1)
- Bi-Directional Constraint Pushing in Frequent Pattern Mining (2008) (1)
- Modeling the dynamic brain network representation for autism spectrum disorder diagnosis (2022) (1)
- YAFIMA: Yet Another Frequent Itemset Mining Algorithm (2005) (1)
- DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers (2022) (1)
- A Dimensionality Reduction-Based Transformation to Support Business Collaboration (2009) (1)
- Feature Space Enrichment by Incorporation of Implicit Features for Effective Classification (2007) (1)
- Ethics and Privacy in EDM (2015) (1)
- Clustering Spatial Data in the Presence of Obstacles and Crossings : a Density-Based Approach (1)
- Depression Symptoms Modelling from Social Media Text: A Semi-supervised Learning Approach (2022) (1)
- On Management of the Health Content Lifecycle (2013) (1)
- On Generality and Knowledge Transferability in Cross-Domain Duplicate Question Detection for Heterogeneous Community Question Answering (2018) (1)
- Proceedings of the 2002 International Symposium on Database Engineering & Applications (2002) (1)
- Discovering Patterns With and Within Images (2003) (1)
- Analysis of COVID-19 Misinformation in Social Media using Transfer Learning (2021) (1)
- Temporal Graph Representation Learning for Autism spectrum disorder Brain Networks (2021) (1)
- Multimedia data mining (workshop session) (title only) (2000) (1)
- Evaluation of Applied Machine Learning for Health Misinformation Detection via Survey of Medical Professionals on Controversial Topics in Pediatrics (2021) (0)
- ROBOT MANIPULATOR DRIVE FAULT DIAGNOSTICS USING DATA-DRIVEN AND ANALYTICAL MODELLING (2019) (0)
- Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation (2023) (0)
- On Frequent Itemset Mining With Closure (2005) (0)
- Developing a triage predictive model for access to a spinal surgeon using clinical variables and natural language processing of radiology reports. (2023) (0)
- Chapter I: Introduction to Data Mining What Kind of Information Are We Collecting? (1999) (0)
- Guest Editor's Introduction—Special Issue on Multimedia Data Mining (2002) (0)
- FREDA: Flexible Relation Extraction Data Annotation (2022) (0)
- Framework for extreme imbalance classification: SWIM—sampling with the majority class (2019) (0)
- Constraint-Based Mining with Visualization of Web Page Connectivity and Visit Associations (2005) (0)
- Scalable Local Community Detection with Mapreduce for Large Networks (2017) (0)
- Associations Between Residential Greenness and Adverse Birth Outcomes: A National Study of Canadian Women (2017) (0)
- On the application of multi-class classification in physical therapy recommendation (2013) (0)
- A Hybrid Data Mining Approach for Product Complexity Analysis (2017) (0)
- Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, Canada, May 28-31, 2013. ... / Lecture Notes in Artificial Intelligence) (2013) (0)
- Model-Based Clustering with HDBSCAN (2020) (0)
- SUBNORMAL BIRTHWEIGHT AND INDUSTRIAL AIR POLLUTANTS – A COMPARISON OF SPATIAL-TEMPORAL HOT SPOT PATTERNS. (2018) (0)
- Context LSTM Context LSTM Context LSTM Utterance Encoder Multi-head self-attention Category Classification Utterance LSTM GloVe ELMo DeepMoji Utterance Encoder Utterance Encoder Utterance (2019) (0)
- Evaluating Image Training Systems for Medical Students (2019) (0)
- Hierarchical Topic Model Inference by Community Discovery on Word Co-occurrence Networks (2022) (0)
- Communities validity: methodical evaluation of community mining algorithms (2013) (0)
- Enhanced Entity Annotations for Multilingual Corpora (2022) (0)
- Advances in Artificial Intelligence (2013) (0)
- Proceedings of the Third International Workshop on Multimedia Data Mining, MDM/KDD'2002, July 23rd, 2002, Edmonton, Alberta, Canada (2002) (0)
- Mining contentious documents (2015) (0)
- An Immersed Virtual Environment for Data WarehouseVisualization: Challenges and Implementation (2000) (0)
- Pairing Tweets with the Right Location (2021) (0)
- Advances in Artificial Intelligence: 26th Canadian Conference on Artificial Intelligence, Canadian AI 2013, Regina, Canada, May 28-31, 2013. Proceedings (2013) (0)
- DSAA trends & controversies & invited talks (2015) (0)
- A comprehensive empirical analysis on cross-domain semantic enrichment for detection of depressive language (2021) (0)
- Discovering co-location patterns with aggregated spatial transactions and dependency rules (2017) (0)
- Learning Group Formation for Massive Open Online Courses (MOOCs). (2017) (0)
- Automated Fact-Checking of Articles Related to Neurodevelopmental Disorders (2022) (0)
- Contrastive Reasons Detection and Clustering from Online Polarized Debate (2019) (0)
- Un générateur de réseaux dynamiques attribués avec structure communautaire (2017) (0)
- Exploiting task relationships for Alzheimer's disease cognitive score prediction via multi-task learning (2022) (0)
- Proceedings of the Second International Conference on Multimedia Data Mining (2000) (0)
- Named Entity Recognition for Partially Annotated Datasets (2022) (0)
- Mining Large Scale Data from National Educational Achievement Tests A Case Study (2014) (0)
- Associating Terms with Text Categories (2001) (0)
- Part II of the Proceedings of the 9th International Conference on Advanced Data Mining and Applications - Volume 8347 (2013) (0)
- Constraint-Based Mining of Web Page Associations (2007) (0)
- Generalization of clustering agreements and distances for overlapping clusters and network communities (2015) (0)
- UMAP 2017 EdRecSys Workshop Organizers' Welcome & Organization (2017) (0)
- Data warehousing for construction equipment management 1 (2007) (0)
- Dynamic Ensemble Associative Learning (2022) (0)
- Ranking Association Rules from Data Mining for Health Outcomes: A Case Study of Effect of Industrial Airborne Pollutant Mixtures on Birth Outcomes (2021) (0)
- UofA-Truth at Factify 2022 : Transformer And Transfer Learning Based Multi-Modal Fact-Checking (2022) (0)
- DeepDup: Duplicate Question Detection in Community Question Answering (2021) (0)
- Exploring interpretable graph convolutional networks for autism spectrum disorder diagnosis (2022) (0)
- Sparse Learning and Hybrid Probabilistic Oversampling for Alzheimer's Disease Diagnosis (2016) (0)
- AN INTEGRATIVE AND COLLABORATIVE APPROACH TO ASSOCIATING ADVERSE BIRTH OUTCOMES AND INDUSTRIAL AIR POLLUTION (2018) (0)
- Modeling global and local label correlation with graph convolutional networks for multi-label chest X-ray image classification (2022) (0)
- Deep Temporal Modelling of Clinical Depression through Social Media Text (2022) (0)
- Deep Associative Classifier (2022) (0)
- Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement (2023) (0)
- Welcome from BESC 2014 chairs (2014) (0)
- Implementing leap traversals of the itemset lattice (2005) (0)
- AI Applied to Air Pollution and Environmental Health: A Case Study on Hypothesis Generation (2021) (0)
- Iron Mask: Trust-Preserving Anonymity on the Face of Stigmatization in Social Networking Sites (2017) (0)
- Advances and Issues in Frequent Pattern Mining (2004) (0)
- PubMedReco: A Real-Time Recommender System for PubMed Citations (2017) (0)
- Relevance of Counting in Data Mining Tasks (2005) (0)
- PROM-OOGLE: data mining and integration of on-line databases to discover gene promoters (2010) (0)
- Identifying Potential Gamification Elements for A New Chatbot for Families with Neurodevelopmental Disorders: A User-Centred Design Approach (Preprint) (2021) (0)
- Evaluating Coherence in Dialogue Systems using Entailment (2019) (0)
- U-Net: Going Deeper with Nested U-Structure for Salient Object Detection (2020) (0)
- Image Quality Assessment Guided Collaborative Learning of Image Enhancement and Classification for Diabetic Retinopathy Grading (2022) (0)
- Session details: Data mining (2008) (0)
- An Annotated Corpus based on Wikipedia (2020) (0)
- Session details: Data mining track (2009) (0)
- Digital Economy. Emerging Technologies and Business Innovation Second International Conference, ICDEc 2017, Sidi Bou Said, Tunisia, May 4–6, 2017, Proceedings (2017) (0)
- Guest editorial: special issue on a decade of mining the Web (2012) (0)
- Identifying Potential Gamification Elements for A New Chatbot for Families With Neurodevelopmental Disorders: User-Centered Design Approach (2022) (0)
- Educational data mining applications and tasks: A survey of the last 10 years (2017) (0)
- WS-LungNet: A two-stage weakly-supervised lung cancer detection and diagnosis network (2023) (0)
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