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Kernel and Acquisition Function Setup for Bayesian Optimization of Gradient Boosting Hyperparameters

Intelligent Information and Database Systems, p.297-306

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Holistic Entropy Reduction for Collaborative Filtering

Foundations of computing and decision sciences, 2014-07, Vol.39 (3), p.209-229

2014

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Decision Trees as Interpretable Bank Credit Scoring Models

Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, p.207-219

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Tensor-Based Modeling of Temporal Features for Big Data CTR Estimation

Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, p.16-27

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Dynamic multimedia stream adaptation and rate control for heterogeneous networks

Journal of Zhejiang University. A. Science, 2006-05, Vol.7 (S1), p.63-69

2006

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Progressive Random Indexing: Dimensionality Reduction Preserving Local Network Dependencies

ACM transactions on Internet technology, 2017-05, Vol.17 (2), p.1-21

2017

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SPARQL – Compliant Semantic Search Engine with an Intuitive User Interface

Intelligent Information and Database Systems, p.201-210

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Evaluation of Tensor-Based Algorithms for Real-Time Bidding Optimization

Intelligent Information and Database Systems, p.160-169

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RSVD-based Dimensionality Reduction for Recommender Systems

International journal of machine learning and computing, 2011-06, Vol.1 (2), p.170-175

2011

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Tensor-Based Ontology Data Processing for Semantic Service Matchmaking

Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, p.256-270

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RSVD-based Dimensionality Reduction for RecommenderSystems

International journal of machine learning and computing, 2011, p.170-175

2011

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Evaluation of SPARQL-compliant semantic search user interfaces

Vietnam journal of computer science, 2015-08, Vol.2 (3), p.191-199

2015

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On Efficient Link Recommendation in Social Networks Using Actor-Fact Matrices

Scientific programming, 2015-01, Vol.2015 (2015), p.1-9

2015

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Hybrid Recommendation Based on Low-Dimensional Augmentation of Combined Feature Profiles

Computational Collective Intelligence. Technologies and Applications, p.20-29

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wnPUT Testbed Experimentation Framework

Distributed Computing and Networking, p.367-381

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Knowledge Engineering, Machine Learning and Lattice Computing with Applications: 16th International Conference, KES 2012, San Sebastian, Spain, September 10-12, 2012, Revised Selected Papers

1, 2013

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Computer Science, Artificial Intelligence
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Computer Science, Theory & Methods
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Big Data
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Multi-Path Routing
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Throughput
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Collaborative Filtering
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Context-Aware Recommendation
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Data Mining
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Machine Learning
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Kernel and Acquisition Function Setup for Bayesian Optimization of Gradient Boosting Hyperparameters

Holistic Entropy Reduction for Collaborative Filtering

Decision Trees as Interpretable Bank Credit Scoring Models

Tensor-Based Modeling of Temporal Features for Big Data CTR Estimation

Dynamic multimedia stream adaptation and rate control for heterogeneous networks

Progressive Random Indexing: Dimensionality Reduction Preserving Local Network Dependencies

SPARQL – Compliant Semantic Search Engine with an Intuitive User Interface

Evaluation of Tensor-Based Algorithms for Real-Time Bidding Optimization

RSVD-based Dimensionality Reduction for Recommender Systems

Tensor-Based Ontology Data Processing for Semantic Service Matchmaking

RSVD-based Dimensionality Reduction for RecommenderSystems

Evaluation of SPARQL-compliant semantic search user interfaces

On Efficient Link Recommendation in Social Networks Using Actor-Fact Matrices

Tensor-Based Syntactic Feature Engineering for Ontology Instance Matching

Template-Driven Semantic Parsing for Focused Web Crawler

Long-Tail Recommendation Based on Reflective Indexing

Collaborative Filtering Based on Bi-Relational Data Representation

Semantic Structure Matching Recommendation Algorithm

Semantically Enhanced Collaborative Filtering Based on RSVD

Multi-Relational Learning for Recommendation of Matches between Semantic Structures

Multi-path OLSR Performance Analysis in a Large Testbed Environment

Logistic Regression Setup for RTB CTR Estimation

Hybrid Recommendation Based on Low-Dimensional Augmentation of Combined Feature Profiles

wnPUT Testbed Experimentation Framework

Knowledge Engineering, Machine Learning and Lattice Computing with Applications: 16th International Conference, KES 2012, San Sebastian, Spain, September 10-12, 2012, Revised Selected Papers

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