Iluju Kiringa

Orcid: 0000-0002-9119-9451

Affiliations:
  • University of Ottawa, Canada


According to our database1, Iluju Kiringa authored at least 64 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Corn Grain Yield Prediction Using UAV-Based High Spatiotemporal Resolution Imagery, Machine Learning, and Spatial Cross-Validation.
Remote. Sens., February, 2024

2023
Corn Yield Prediction using Spatial-Temporal Data and Deep Learning.
Proceedings of the International Conference on Machine Learning and Applications, 2023

Using UAV-Based Multispectral Imagery, Data-Driven Models, and Spatial Cross-Validation for Corn Grain Yield Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2023

Voltage hopping induced by bias injection attack against Kalman filter of BLDC motor.
Proceedings of the IEEE 2nd International Conference on AI in Cybersecurity, 2023

AddShare: A Privacy-Preserving Approach for Federated Learning.
Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

On the Basin of Attraction and Capacity of Restricted Hopfield Network as an Auto-Associative Memory.
Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2023

Predicting Crop Yields and Nitrous Oxide Emissions Using Data Collected at the Area X.0 Smart Farming Research Fields: A Progress Report.
Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

Extended Pulsation Attack Against Kalman Filter Driven BLDC Motor Control System.
Proceedings of the 13th International Conference on Advanced Computer Information Technologies, 2023

2022
Unsupervised Dynamic Sensor Selection for IoT-Based Predictive Maintenance of a Fleet of Public Transport Buses.
ACM Trans. Internet Things, 2022

Corn Grain Yield Prediction Using UAV-based High Spatiotemporal Resolution Multispectral Imagery.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Current drainage induced by bias injection attack against Kalman filter of BLDC motor.
Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2022

Stacked Bidirectional LSTM for Predicting Emission of Nitrous Oxide.
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022

2020
Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Exploring Deep Anomaly Detection Methods Based on Capsule Net.
Proceedings of the Advances in Artificial Intelligence, 2020

2019
Spark-GHSOM: Growing Hierarchical Self-Organizing Map for large scale mixed attribute datasets.
Inf. Sci., 2019

Navigational data imputation with GPS pinning in compositional Kalman filter for IoT systems.
Proceedings of the 13th IEEE International Symposium on Robotic and Sensors Environments, 2019

Pattern and Anomaly Localization in Complex and Dynamic Data.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Deep Learning Versus Conventional Learning in Data Streams with Concept Drifts.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

IoT-based predictive maintenance for fleet management.
Proceedings of the 10th International Conference on Ambient Systems, Networks and Technologies (ANT 2019) / The 2nd International Conference on Emerging Data and Industry 4.0 (EDI40 2019) / Affiliated Workshops, April 29, 2019

2017
EigenTrust for Hierarchically Structured Chord.
Proceedings of the Security and Trust Management - 13th International Workshop, 2017

Workflow Optimization in PAW.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2015
Non-binary distributed arithmetic coding.
Proceedings of the 14th IEEE Canadian Workshop on Information Theory, 2015

Data Sharing and Exchange: General Data-Mapping Semantics.
Proceedings of the Beyond Databases, Architectures and Structures, 2015

2013
Sharing and Exchanging Data.
Proceedings of the Declarative Programming and Knowledge Management, 2013

GDE: General Data Exchange with Schema and Data Level Mappings.
Proceedings of the 7th Alberto Mendelzon International Workshop on Foundations of Data Management, 2013

2012
Tableaux-based optimization of schema mappings for data integration.
J. Intell. Inf. Syst., 2012

Matching dependencies: semantics and query answering.
Frontiers Comput. Sci., 2012

2011
Update Translation in Instance Mapped Heterogeneous Peer Databases.
Int. J. Semantic Comput., 2011

Transaction processing in a peer to peer database network.
Data Knowl. Eng., 2011

Matching dependencies with arbitrary attribute values: semantics, query answering and integrity constraints.
Proceedings of the 4th International Workshop on Logic in Databases, 2011

2010
Peer coordination through distributed triggers.
Proc. VLDB Endow., 2010

Synthesizing advanced transaction models using the situation calculus.
J. Intell. Inf. Syst., 2010

The Conceptual Integration Modeling Framework: Abstracting from the Multidimensional Model
CoRR, 2010

GRN model of probabilistic databases: construction, transition and querying.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Generator-Recognizer Networks: A unified approach to probabilistic databases.
Proceedings of the 26th International Conference on Data Engineering, 2010

Graphical models for dependencies and queries in uncertain data.
Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

Next generation business intelligence (BI) tools.
Proceedings of the 2010 conference of the Centre for Advanced Studies on Collaborative Research, 2010

2009
Specifying active databases as non-Markovian theories of actions.
J. Intell. Inf. Syst., 2009

A Peer Data Sharing System Combining Schema and Data Level Mappings.
Int. J. Semantic Comput., 2009

Update Processing in Instance-Mapped P2P Data Sharing Systems.
Int. J. Cooperative Inf. Syst., 2009

Bi-Level Mapping: Combining Schema and Data Level Heterogeneity in Peer Data Sharing Systems.
Proceedings of the 3rd Alberto Mendelzon International Workshop on Foundations of Data Management, 2009

2008
Applications of corpus-based semantic similarity and word segmentation to database schema matching.
VLDB J., 2008

An Open Service Architecture for the Hyperion Peer Database System.
Int. J. Cooperative Inf. Syst., 2008

PDST: a peer database simulation tool for data sharing systems.
Proceedings of the 1st International Conference on Simulation Tools and Techniques for Communications, 2008

Maintaining consistency in a failure-prone P2P database network during transaction processing.
Proceedings of the 2008 International Workshop on Data Management in Peer-to-Peer Systems, 2008

2007
Supporting Distributed Event-Condition-Action Rules in a Multidatabase Environment.
Int. J. Cooperative Inf. Syst., 2007

Collaborative Data Synchronization in an Instance-Mapped P2P Data Sharing System.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

Acquaintance Based Consistency in an Instance-Mapped P2P Data Sharing System During Transaction Processing.
Proceedings of the On the Move to Meaningful Internet Systems 2007: CoopIS, 2007

A Generalized Approach to Word Segmentation Using Maximum Length Descending Frequency and Entropy Rate.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2007

2006
Distributed Triggers for Peer Data Management.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

MeTaMaF: Metadata Tagging and Mapping Framework for Managing Multimedia Content.
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006

An ECA Rule Rewriting Mechanism for Peer Data Management Systems.
Proceedings of the Advances in Database Technology, 2006

2005
Data Sharing in the Hyperion Peer Database System.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Don't Mind Your Vocabulary: Data Sharing Across Heterogeneous Peers.
Proceedings of the On the Move to Meaningful Internet Systems 2005: CoopIS, 2005

Querying Communities of Interest in Peer Database Networks.
Proceedings of the Databases, 2005

2003
Logical foundations of active databases.
PhD thesis, 2003

The hyperion project: from data integration to data coordination.
SIGMOD Rec., 2003

Expressing Transactions with Savepoints as Non-Markovian Theories of Actions.
Proceedings of the 10th International Workshop on Knowledge Representation meets Databases (KRDB 2003), 2003

A Unifying Semantics for Active Databases Using Non-Markovian Theories of Actions.
Proceedings of the Database Programming Languages, 9th International Workshop, 2003

Coordinating Peer Databases Using ECA Rules.
Proceedings of the Databases, 2003

A Distributed Rule Mechanism for Multidatabase Systems.
Proceedings of the On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, 2003

2002
Specifying Event Logics for Active Databases.
Proceedings of the 9th International Workshop on Knowledge Representation meets Databases (KRDB 2002), 2002

2001
Towards a General Theory of Advanced Transaction Models in the Situation Calculus.
Proceedings of the 8th International Workshop on Knowledge Representation meets Databases (KRDB 2001), 2001

Simulation of Advanced Transaction Models Using GOLOG.
Proceedings of the Database Programming Languages, 8th International Workshop, 2001


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