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Sequence Mining Based Alarm Suppression

IEEE access, 2018-01, Vol.6, p.15365-15379

2018

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Goal-oriented possibilistic fuzzy C-Medoid clustering of human mobility patterns-Illustrative application for the Taxicab trips-based enrichment of public transport services

PloS one, 2022-10, Vol.17 (10), p.e0274779

2022

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Identifying the links among urban climate hazards, mitigation and adaptation actions and sustainability for future resilient cities

Urban climate, 2023-05, Vol.49, p.101557, Article 101557

2023

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Event-Tree Based Sequence Mining Using LSTM Deep-Learning Model

Complexity (New York, N.Y.), 2021, Vol.2021 (1)

2021

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Simultaneous Process Mining of Process Events and Operator Actions for Alarm Management

Complexity (New York, N.Y.), 2022, Vol.2022 (1)

2022

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Review and structural analysis of system dynamics models in sustainability science

Journal of cleaner production, 2019-12, Vol.240, p.118015, Article 118015

2019

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Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes

IEEE access, 2018-01, Vol.6, p.50197-50216

2018

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Sparse PCA Support Exploration of Process Structures for Decentralized Fault Detection

Industrial & engineering chemistry research, 2021-06, Vol.60 (22), p.8183-8195

2021

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Matrix factorization-based multi-objective ranking-What makes a good university?

PloS one, 2023-04, Vol.18 (4), p.e0284078-e0284078

2023

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Learning and predicting operation strategies by sequence mining and deep learning

Computers & chemical engineering, 2019-09, Vol.128, p.174-187

2019

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Evaluating the Interconnectedness of the Sustainable Development Goals Based on the Causality Analysis of Sustainability Indicators

Sustainability, 2018-10, Vol.10 (10), p.3766

2018

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Goal-oriented possibilistic fuzzy C-Medoid clustering of human mobility patterns—Illustrative application for the Taxicab trips-based enrichment of public transport services

PloS one, 2022-10, Vol.17 (10), p.e0274779-e0274779

2022

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P-graph-based multi-objective risk analysis and redundancy allocation in safety-critical energy systems

Energy (Oxford), 2019-07, Vol.179, p.989-1003

2019

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Towards Operator 4.0, Increasing Production Efficiency and Reducing Operator Workload by Process Mining of Alarm Data

Chemical engineering transactions, 2018-08, Vol.70

2018

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Decision trees for informative process alarm definition and alarm-based fault classification

Process safety and environmental protection, 2021-05, Vol.149, p.312-324

2021

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Genetic programming-based symbolic regression for goal-oriented dimension reduction

Chemical engineering science, 2021-11, Vol.244, p.116769, Article 116769

2021

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Sequence Compression and Alignment-Based Process Alarm Prediction

Industrial & engineering chemistry research, 2023-07, Vol.62 (27), p.10577-10586

2023

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Processing indoor positioning data by goal-oriented supervised fuzzy clustering for tool management

Journal of manufacturing systems, 2022-04, Vol.63, p.15-22

2022

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Understanding the importance of process alarms based on the analysis of deep recurrent neural networks trained for fault isolation

Journal of chemometrics, 2018-04, Vol.32 (4), p.n/a

2018

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Fuzzy activity time-based model predictive control of open-station assembly lines

Journal of manufacturing systems, 2020-01, Vol.54, p.12-23

2020

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Performing Multi-Objective Optimization Alongside Dimension Reduction to Determine Number of Clusters

Processes, 2022-05, Vol.10 (5), p.893

2022

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Directions of membrane separator development for microbial fuel cells: A retrospective analysis using frequent itemset mining and descriptive statistical approach

Journal of power sources, 2020-12, Vol.478, p.229014, Article 229014

2020

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Mixtures of QSAR models: Learning application domains of pK a predicto rs

Journal of chemometrics, 2020-04, Vol.34 (4), p.n/a

2020

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Network analysis dataset of system dynamics models

Data in brief, 2019-12, Vol.27, p.104723-104723, Article 104723

2019

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Quality vs. quantity of alarm messages - How to measure the performance of an alarm system

Chemical engineering research & design, 2021-09, Vol.173, p.63-80

2021

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Sequence Mining Based Alarm Suppression

Goal-oriented possibilistic fuzzy C-Medoid clustering of human mobility patterns-Illustrative application for the Taxicab trips-based enrichment of public transport services

Identifying the links among urban climate hazards, mitigation and adaptation actions and sustainability for future resilient cities

Event-Tree Based Sequence Mining Using LSTM Deep-Learning Model

Simultaneous Process Mining of Process Events and Operator Actions for Alarm Management

Review and structural analysis of system dynamics models in sustainability science

Hierarchical Frequent Sequence Mining Algorithm for the Analysis of Alarm Cascades in Chemical Processes

Sparse PCA Support Exploration of Process Structures for Decentralized Fault Detection

Matrix factorization-based multi-objective ranking-What makes a good university?

Learning and predicting operation strategies by sequence mining and deep learning

Evaluating the Interconnectedness of the Sustainable Development Goals Based on the Causality Analysis of Sustainability Indicators

Goal-oriented possibilistic fuzzy C-Medoid clustering of human mobility patterns—Illustrative application for the Taxicab trips-based enrichment of public transport services

P-graph-based multi-objective risk analysis and redundancy allocation in safety-critical energy systems

Towards Operator 4.0, Increasing Production Efficiency and Reducing Operator Workload by Process Mining of Alarm Data

Decision trees for informative process alarm definition and alarm-based fault classification

Genetic programming-based symbolic regression for goal-oriented dimension reduction

Sequence Compression and Alignment-Based Process Alarm Prediction

Processing indoor positioning data by goal-oriented supervised fuzzy clustering for tool management

Understanding the importance of process alarms based on the analysis of deep recurrent neural networks trained for fault isolation

Fuzzy activity time-based model predictive control of open-station assembly lines

Performing Multi-Objective Optimization Alongside Dimension Reduction to Determine Number of Clusters

Directions of membrane separator development for microbial fuel cells: A retrospective analysis using frequent itemset mining and descriptive statistical approach

Mixtures of QSAR models: Learning application domains of pK a predicto rs

Network analysis dataset of system dynamics models

Quality vs. quantity of alarm messages - How to measure the performance of an alarm system

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