Gillian Dobbie

Q: What Schools Are Affiliated With Gillian Dobbie

Gillian Dobbie is affiliated with the following schools: Massey University, University of Melbourne, University of Auckland

Gillian Dobbie's AcademicInfluence.com Rankings

Gillian Dobbie

Computer Science

#9864

World Rank

#10347

Historical Rank

Database

#8653

World Rank

#9075

Historical Rank

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Computer Science

Gillian Dobbie's Degrees

PhD Computer Science University of Auckland
Masters Computer Science University of Auckland
Bachelors Computer Science University of Auckland

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Why Is Gillian Dobbie Influential?

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According to Wikipedia, Gillian Christine Dobbie is a New Zealand computer scientist. She is a professor at the University of Auckland and the Director of the Auckland ICT Graduate School. She is also a visiting professor at National University of Singapore and on the advisory board of the Victoria University of Wellington.

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Gillian Dobbie'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

Research on particle swarm optimization based clustering: A systematic review of literature and techniques (2014) (198)
Advances in Knowledge Discovery and Data Mining (2016) (121)
Membership Inference Attacks on Machine Learning: A Survey (2021) (90)
XOO7: applying OO7 benchmark to XML query processing tool (2001) (70)
Extracting association rules from XML documents using XQuery (2003) (67)
RP-Tree: Rare Pattern Tree Mining (2011) (65)
ORA-SS: An Object-Relationship-Attribute Model for Semi-structured Data (2000) (59)
Research Collaboration Among University Scientists (2003) (59)
An Evolutionary Particle Swarm Optimization algorithm for data clustering (2008) (58)
Designing semistructured databases using ORA-SS model (2001) (52)
Automated Usability Testing Framework (2008) (51)
Detecting Volatility Shift in Data Streams (2014) (51)
A maturity model for computing education (2007) (50)
An Event-Based Near Real-Time Data Integration Architecture (2008) (47)
Weighted association rule mining via a graph based connectivity model (2013) (44)
Particle Swarm Optimization Based Clustering of Web Usage Data (2008) (43)
Supporting and evaluating team dynamics in group projects (1999) (43)
Anomaly detection and identification scheme for VM live migration in cloud infrastructure (2016) (40)
Mining Association Rules from XML Data using XQuery (2004) (39)
Detecting online auction shilling frauds using supervised learning (2014) (39)
Particle Swarm Optimization Based Hierarchical Agglomerative Clustering (2010) (39)
Network Embedding and Change Modeling in Dynamic Heterogeneous Networks (2019) (38)
Semistructured Database Design (2004) (38)
Detection of abnormal profiles on group attacks in recommender systems (2014) (35)
R-MESHJOIN for near-real-time data warehousing (2010) (34)
Shilling Attacks Detection in Recommender Systems Based on Target Item Analysis (2015) (34)
Analysis of particle swarm optimization based hierarchical data clustering approaches (2015) (34)
Network Database (2009) (32)
Identifying Top-k Nodes in Social Networks (2019) (30)
HYBRIDJOIN for Near-Real-Time Data Warehousing (2011) (30)
Drift Detection Using Stream Volatility (2015) (29)
Advances in Conceptual Modeling - Applications and Challenges, ER 2010 Workshops ACM-L, CMLSA, CMS, DE@ER, FP-UML, SeCoGIS, WISM, Vancouver, BC, Canada, November 1-4, 2010. Proceedings (2010) (29)
Network Topology (2009) (29)
A logical foundation for deductive object-oriented databases (2001) (28)
Designing Semistructured Databases: A Conceptual Approach (2001) (27)
A Model for Sets and Multiple Inheritance in Deductive Object-Oriented Systems (1993) (27)
Recurring Concept Meta-learning for Evolving Data Streams (2019) (24)
Source Inference Attacks in Federated Learning (2021) (24)
Rare Pattern Mining on Data Streams (2012) (23)
On the declarative and procedural semantics of deductive object-oriented systems (1995) (23)
Attack detection in recommender systems based on target item analysis (2014) (23)
Operator Scheduling (2009) (22)
A Review of Privacy and Consent Management in Healthcare: A Focus on Emerging Data Sources (2017) (22)
Finding Interesting Rare Association Rules Using Rare Pattern Tree (2013) (22)
Hierarchical PSO clustering based recommender system (2012) (21)
X-HYBRIDJOIN for Near-Real-Time Data Warehousing (2011) (21)
NF-SS: A Normal Form for Semistructured Schema (2001) (21)
Automatic Item Weight Generation for Pattern Mining and its Application (2011) (20)
Exploiting Swarm Behaviour of Simple Agents for Clustering Web Users' Session Data (2009) (18)
Intrabronchial foreign bodies in dogs (1986) (18)
Federated Database Systems (2009) (18)
SPAN: Finding collaborative frauds in online auctions (2014) (18)
Web bots detection using Particle Swarm Optimization based clustering (2014) (16)
The F.T.-Actuaries Fixed Interest Indices (1978) (16)
A swarm intelligence based clustering approach for outlier detection (2010) (16)
Validating ORA-SS data models using Alloy (2006) (16)
Automated Usability Testing Using HUI Analyzer (2008) (16)
Towards Specification Based Testing for Semantic Web Services (2009) (16)
A Z Approach in Validating ORA-SS Data Models (2006) (15)
Proceedings of the 29th Australasian Computer Science Conference - Volume 48 (2006) (15)
CPF: Concept Profiling Framework for Recurring Drifts in Data Streams (2016) (14)
A Lightweight Stream-Based Join with Limited Resource Consumption (2012) (14)
Detecting Changes in Rare Patterns from Data Streams (2014) (14)
Goal-Based Testing of Semantic Web Services (2009) (13)
Software engineers aren't born in teams: supporting team processes in software engineering project courses (1998) (12)
Clustering heterogeneous web usage data using Hierarchical Particle Swarm Optimization (2013) (12)
SQL Data Profiling of Foreign Keys (2015) (12)
Real-time Smartphone Activity Classification Using Inertial Sensors—Recognition of Scrolling, Typing, and Watching Videos While Sitting or Walking (2020) (11)
Representing inheritance and overriding in datalog (1994) (11)
Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering (2011) (11)
Parallel Discord Discovery (2016) (11)
Phishing Detection on Twitter Streams (2016) (11)
A Model for Inheritance and Overriding in Deductive Object-oriented Systems (1993) (11)
WeightTransmitter: Weighted Association Rule Mining Using Landmark Weights (2012) (10)
An Experience Report on a Boot-Camp Style Programming Course (2018) (10)
Biologically-Inspired Techniques for Knowledge Discovery and Data Mining (2014) (10)
A Framework for Testing Semantic Web Services Using Model Checking (2009) (10)
Towards unified ad-hoc data processing (2014) (10)
Automatic B-model repair using model checking and machine learning (2019) (10)
Evaluating Fraud Detection Algorithms Using an Auction Data Generator (2012) (9)
SSCJ: A Semi-Stream Cache Join Using a Front-Stage Cache Module (2013) (9)
An XML document generator for semantic query optimization experimentation (2007) (9)
Differentially private locality sensitive hashing based federated recommender system (2021) (9)
SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining (2011) (8)
Finding Maximal Overlapping Communities (2013) (8)
Reducing Graph Matching to Tree Matching for XML Queries with ID References (2010) (8)
Foundations of Deductive Object-Oriented Database Systems (1996) (8)
Detecting Concept Drift In Medical Triage (2020) (7)
Resolving Ambiguities caused by Multiple Inheritance (1995) (7)
Analysis of Web Usage Data for Clustering Based Recommender System (2013) (7)
Tracking Drift Types in Changing Data Streams (2013) (7)
EWGen: Automatic Generation of Item Weights for Weighted Association Rule Mining (2010) (7)
Theorem prover approach to semistructured data design (2010) (6)
XTree for Declarative XML Querying (2004) (6)
Group-by and Aggregate Functions in XML Keyword Search (2014) (6)
Verb selection using semantic role labeling for citation classification (2013) (6)
Volatility Drift Prediction for Transactional Data Streams (2018) (6)
PEARL: Probabilistic Exact Adaptive Random Forest with Lossy Counting for Data Streams (2020) (6)
STRATUS: Towards Returning Data Control to Cloud Users (2015) (6)
B-Repair: Repairing B-Models Using Machine Learning (2018) (6)
Unsupervised Semantic and Syntactic Based Classification of Scientific Citations (2015) (6)
Efficient Processing of Stream Data over Persistent Data (2013) (6)
XDO2: A Deductive Object-Oriented Query Language for XML (2005) (5)
TP+Output: Modeling Complex Output Information in XML Twig Pattern Query (2010) (5)
Element classification-based transformation of XML queries (2008) (5)
Teaching software engineering in a computer science department (1996) (5)
Fuzzy MCDM (2009) (5)
Indirect Weighted Association Rules Mining for Academic Network Collaboration Recommendations (2012) (5)
Optimizing Queue-Based Semi-Stream Joins with Indexed Master Data (2014) (5)
Membership Inference via Backdooring (2022) (4)
Skewed distributions in semi-stream joins: How much can caching help? (2017) (4)
Advances in Knowledge Discovery and Data Mining (2016) (4)
Fast Disjoint and Overlapping Community Detection (2015) (4)
Efficient Usage of Memory Resources in Near-Real-Time Data Warehousing (2012) (4)
Web usage mining based recommender systems using implicit heterogeneous data: - A Particle Swarm Optimization based clustering approach (2014) (4)
Nacre: Proactive Recurrent Concept Drift Detection in Data Streams (2021) (4)
Comparing Global Optimization and Default Settings of Stream-Based Joins - (Experimental Paper) (2009) (4)
Service Bus (2009) (4)
Sketching ER Diagrams (2009) (4)
Generating Realistic Online Auction Data (2012) (4)
Formal Verification of Semistructured Data Models in PVS (2009) (4)
Predicting Concept Drift in Data Streams Using Metadata Clustering (2018) (4)
Extended abstract: towards verifying semistructured data (2007) (4)
USING SEMANTICS IN XML DATA MANAGEMENT (2007) (4)
Arithmetic and Aggregate Operators in Deductive Object-Oriented Databases (1996) (3)
Survey of XML Semantic Query Optimization (2009) (3)
A Semantic Approach to Query Rewriting for Integrated XML Data (2005) (3)
On Logical Foundations of Multilevel Secure Databases (2004) (3)
A PVS Approach to Verifying ORA-SS Data Models (2006) (3)
Proceedings, Part II, of the 20th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining - Volume 9652 (2016) (3)
Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model (2012) (3)
Automatic Assignment of Item Weights for Pattern Mining on Data Streams (2011) (3)
Efficient Single Pass Ordered Incremental Pattern Mining (2013) (3)
EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks (2021) (3)
Precision Driven Health: A New Zealand Research Partnership (2017) (3)
A generic front-stage for semi-stream processing (2013) (3)
Transfer Learning with Adaptive Online TrAdaBoost for Data Streams (2021) (3)
False Negative Rate (2009) (3)
Lessons learned from developing a COVID-19 algorithm governance framework in Aotearoa New Zealand (2022) (3)
Correctness Criteria for Normalization of Semistructured Data (2008) (3)
Validating Semistructured Data Using OWL (2006) (3)
A Locality Sensitive Hashing Based Approach for Federated Recommender System (2020) (3)
Computer Science 2006 (2006) (3)
Non-Perturbative Masking (2009) (3)
Conceptual Modeling (2014) (2)
Connecting and Synchronizing Scientific Artifacts through the Process of Conceptual Change (2014) (2)
Adventures of Categories: Modelling the Evolution of Categories During Scientific Investigation (2015) (2)
From Design to Code: An Educational Approach (2016) (2)
Conceptual Modeling: 39th International Conference, ER 2020, Vienna, Austria, November 3–6, 2020, Proceedings (2020) (2)
Reasoning About ORA-SS Data Models Using the Semantic Web (2006) (2)
Verifying Semistructured Data Normalization Using SWRL (2009) (2)
Probabilistic exact adaptive random forest for recurrent concepts in data streams (2021) (2)
Proceedings of the thirty-first Australasian conference on Computer science - Volume 74 (2008) (2)
Verifying Semistructured Data Normalization Using PVS (2008) (2)
Big Data Management in the Context of Real-Time Data Warehousing (2014) (2)
Items2Data: Generating Synthetic Boolean Datasets from Itemsets (2019) (2)
Improving Imputation Accuracy in Ordinal Data Using Classification (2016) (2)
Web Services Testing via Goal and Mutation (2013) (2)
Normal Form ORA-SS Schema Diagrams (2009) (2)
Vehicle emission prediction using remote sensing data and machine learning techniques (2018) (2)
The Financial Times -Actuaries Fixed Interest Indices. (1977) (2)
Efficient processing of streaming updates with archived master data in near-real-time data warehousing (2013) (2)
Analyzing Temporal Keyword Queries for Interactive Search over Temporal Databases (2018) (1)
Join Operation over XML data (2002) (1)
Proceedings of the 2010 international conference on Advances in conceptual modeling: applications and challenges (2010) (1)
Modeling Ice Storm Climatology (2015) (1)
Semantic Path Ranking Scheme for Relational Keyword Queries (2014) (1)
A Semantic Framework for Designing Temporal SQL Databases (2018) (1)
A Meta-Learning Approach for Automated Hyperparameter Tuning in Evolving Data Streams (2021) (1)
2013 18th International Conference on Engineering of Complex Computer Systems, Singapore, July 17-19, 2013 (2013) (1)
Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support (2012) (1)
SLED: Semi-supervised Locally-weighted Ensemble Detector (2020) (1)
Research into Verifying Semistructured Data (2006) (1)
Achieving Abstract Machine Reachability with Learning-Based Model Fulfilment (2019) (1)
UniAD: A Unified Ad Hoc Data Processing System (2016) (1)
Semi-Structured Database Design (2009) (1)
Resource optimization for processing of stream data in data warehouse environment (2012) (1)
Practical Approach to Selecting Data Warehouse Views Using Data Dependencies (2000) (1)
Data and model bias in artificial intelligence for healthcare applications in New Zealand (2022) (1)
Near-Duplicate Video Retrieval (2009) (1)
Measuring the Quality of B Abstract Machines with ISO/IEC 25010 (2020) (1)
Fact-Oriented Modeling (2009) (1)
Secret-Key Encryption (2009) (1)
Research Report Series HYBRIDJOIN for Near Real-time Data Warehousing (2010) (1)
Fully Temporal Relation (2009) (1)
Classifying Imbalanced Road Accident Data Using Recurring Concept Drift (2019) (1)
Proceedings of the 16th Australasian database conference - Volume 39 (2005) (1)
Orientation Relationships (2009) (1)
Fault Tolerant Applications (2009) (1)
Statistical Decision Techniques (2009) (1)
A Semantic Approach to the Design of Valid and Reversible Semistructured Views (2007) (1)
DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING PART IV PROJECT FINAL REPORT 2003 (2003) (1)
Using Data in the Transformation of XML Queries (2008) (1)
Spatio-Temporal Graphs (2009) (0)
Interpreting Intermittent Bugs in Mozilla Applications Using Change Angle (2018) (0)
Discriminatory Confidence Analysis in Pattern Mining (2011) (0)
A real-time distributed hardware health monitoring framework (2016) (0)
SS An Object Relationship Attribute Model for Semi Structured Data (2000) (0)
Efficient processing of streaming updates with archived master data in near-real-time data warehousing (2013) (0)
A Model Theoretic Semantics for Multi-level Secure Deductive Databases (2002) (0)
Using Transfer Learning to Detect Phishing in Countries with a Small Population (2019) (0)
Methods to Enhance Transformation in Near Real Time ETL (2016) (0)
PRARS: Risk Assessment Model for Recommender Systems (2019) (0)
Cost-Effective Transfer Learning for Data Streams (2022) (0)
Computer Science 2007. Proceedings of the Thirtieth Australasian Computer Science Conference (ACSC2007). Ballarat, Victoria, Australia, January 30 - February 2, 2007. Proceedings (2007) (0)
Online Handwriting (2009) (0)
Probabilistic exact adaptive random forest for recurrent concepts in data streams (2021) (0)
Moving a Bootcamp-Style Computer Science Programme Online: An Experience Report (2023) (0)
A Survey of Methods, Challenges and Perspectives in Causality (2023) (0)
Computer Science 2006, Twenty-Nineth Australasian Computer Science Conference (ACSC2006), Hobart, Tasmania, Australia, January 16-19 2006 (2006) (0)
Computer Science 2006. Proceedings of the 29th Australasian Computer Science Conference (2006) (0)
Semantic XML query optimization (2006) (0)
Proceedings of the 17th Australasian Database Conference - Volume 49 (2006) (0)
Database Technologies 2006, Proceedings of the 17th Australasian Database Conference, ADC 2006, Hobart, Tasmania, Australia, January 16-19 2006 (2006) (0)
Effectiveness of Debiasing Techniques: An Indigenous Qualitative Analysis (2023) (0)
Database Technologies 2005, Proceedings of the Sixteenth Australasian Database Conference, ADC 2005, Newcastle, Australia, January 31st - February 3rd 2005 (2005) (0)
Automated Mutation-Based Test Case Evaluation for Semantic Web Services (2014) (0)
A Semantic Web Approach to Validating Semistructured Data (2006) (0)
Drift Detector for Memory-Constrained Environments (2014) (0)
Surprises in Teaching CS 1 with Java (1998) (0)
B model quality assessments on automated reachability repair with ISO/IEC 25010 (2022) (0)
Classification and Feature Selection Algorithms for Modeling Ice Storm Climatology (2015) (0)
OHC: Uncovering Overlapping Heterogeneous Communities (2018) (0)
The F.T.-Actuaries Fixed Interest Indices (JIA 105, 24) - a Reply (1979) (0)
Storage Array (2009) (0)
Service Choreography (2009) (0)
Visual Development Platform for Ruby on Rails (2017) (0)
Volatility Adaptive Classifier System (2017) (0)
Object Identifier (2020) (0)
Object Relationship Attribute Data Model for Semi-structured Data (2009) (0)
Disentanglement of Latent Representations via Sparse Causal Interventions (2023) (0)
Functional Dependencies for Semi-Structured Data (2009) (0)
Lift-Per-Drift: An Evaluation Metric for Classification Frameworks with Concept Drift Detection (2018) (0)
Design Model Repair with Formal Verification (2019) (0)
Chapter 4 XML Benchmark (2019) (0)
Object Relationship Attribute Data Model for Semistructured Data (2018) (0)
Functional Dependencies for Semistructured Data (2018) (0)
Service Item (2020) (0)
UniAD (2016) (0)
Spatial Analysis (2018) (0)
Table of Contents (2009) (0)
Towards Verifying Semistructured Data (2007) (0)
Using a Novel Change Detection Algorithm to Predict Daily Linear Accelerator Output Changes in a Radiation Department. (2021) (0)
Fast Automated Abstract Machine Repair Using Simultaneous Modifications and Refactoring (2022) (0)
Change Itemset Mining in Data Streams (2013) (0)
Statistical Disclosure Control (SDC) (2009) (0)
A Parametric Analysis of Stream Based Joins (2012) (0)
Pelican: Continual Adaptation for Phishing Detection (2020) (0)
Predicting a User’s Purchase Intention Using AdaBoost (2019) (0)
What Have We Learnt from Deductive Object-Oriented Database Research? (2011) (0)
×××òòòò Ëëññ×øöù Blockinøùööö Øøøø×××× (2007) (0)
Databases, But Not As We Know Them (2004) (0)
Linking Design Model with Code (2016) (0)
An E-Commerce Framework for Small Businesses (2003) (0)
Rare Pattern Mining from Data Streams Using SRP-Tree and Its Variants (2015) (0)
Intriguing Usage of Applicability Domain: Lessons from Cheminformatics Applied to Adversarial Learning (2021) (0)
Special Issue on Advances in Conceptual Modeling (ER 2014) (2015) (0)
A tool for visualizing schemas for semistructured data (2006) (0)
Online Air Pollution Inference using Concept Recurrence and Transfer Learning (2022) (0)
Computer Science 2008, Thirty-First Australasian Computer Science Conference (ACSC2008), Wollongong, NSW, Australia, January 22-25, 2008 (2008) (0)

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What Schools Are Affiliated With Gillian Dobbie?

Gillian Dobbie is affiliated with the following schools:

Gillian Dobbie's Academic­Influence.com Rankings