Nadeem Iftikhar

According to our database, Nadeem Iftikhar authored at least 38 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Real-Time Equipment Health Monitoring Using Unsupervised Learning Techniques.

Nadeem Iftikhar, Finn Ebertsen Nordbjerg

Proceedings of the 13th International Conference on Data Science, 2024

Online Machine Learning for Adaptive Ballast Water Management.

Nadeem Iftikhar, Yi-Chen Lin, Xiufeng Liu, Finn Ebertsen Nordbjerg

Proceedings of the 13th International Conference on Data Science, 2024

Cooperative Learning in Industry 4.0: Transforming SMEs and Educational Practices with Assembly Line Prototypes.

Nadeem Iftikhar, Kurt Lindgren, Ib Helmer Nielsen, Kevin Bo Gatzwiller

Proceedings of the Cooperative Design, Visualization, and Engineering, 2024

2023

A lightweight CORONA-NET for COVID-19 detection in X-ray images.

Muhammad Usman Hadi, Rizwan Qureshi, Ayesha Ahmed, Nadeem Iftikhar

Expert Syst. Appl., September, 2023

Identifying Similar Top-K Household Electricity Consumption Patterns.

Nadeem Iftikhar, Akos Madarasz, Finn Ebertsen Nordbjerg

Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

Automated Classification of Building Objects Using Machine Learning.

Nadeem Iftikhar, Peter Nørkjær Gade, Kasper Møller Nielsen, Jesper Mellergaard

Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

2022

A data-driven modular architecture with denoising autoencoders for health indicator construction in a manufacturing process.

Emil Blixt Hansen, Helge Langseth, Nadeem Iftikhar, Simon Bøgh

CoRR, 2022

Machine Learning based Predictive Maintenance in Manufacturing Industry.

Nadeem Iftikhar, Yi-Chen Lin, Finn Ebertsen Nordbjerg

Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, 2022

Condition based Maintenance on Data Streams in Industry 4.0.

Nadeem Iftikhar, Adrian Mihai Dohot

Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, 2022

2021

Adopting Artificial Intelligence in Danish SMEs: Barriers to Become a Data Driven Company, Its Solutions and Benefits.

Nadeem Iftikhar, Finn Ebertsen Nordbjerg

Proceedings of the 2nd International Conference on Innovative Intelligent Industrial Production and Logistics, 2021

2020

Outlier Detection in Sensor Data using Ensemble Learning.

Nadeem Iftikhar, Thorkil Baattrup-Andersen, Finn Ebertsen Nordbjerg, Karsten Jeppesen

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Real-time Visualization of Sensor Data in Smart Manufacturing using Lambda Architecture.

Nadeem Iftikhar, Bartosz Piotr Lachowicz, Akos Madarasz, Finn Ebertsen Nordbjerg, Thorkil Baattrup-Andersen, Karsten Jeppesen

Proceedings of the 9th International Conference on Data Science, 2020

2019

Two approaches for synthesizing scalable residential energy consumption data.

Xiufeng Liu, Nadeem Iftikhar, Huan Huo, Rongling Li, Per Sieverts Nielsen

Future Gener. Comput. Syst., 2019

Data Analytics for Smart Manufacturing: A Case Study.

Nadeem Iftikhar, Thorkil Baattrup-Andersen, Finn Ebertsen Nordbjerg, Eugen Bobolea, Paul-Bogdan Radu

Proceedings of the 8th International Conference on Data Science, 2019

2017

A Scalable Smart Meter Data Generator Using Spark.

Nadeem Iftikhar, Xiufeng Liu, Sergiu Danalachi, Finn Ebertsen Nordbjerg, Jens Henrik Vollesen

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

2016

Optimizing ETL by a Two-Level Data Staging Method.

Xiufeng Liu, Nadeem Iftikhar, Huan Huo, Per Sieverts Nielsen

Int. J. Data Warehous. Min., 2016

A Prediction-Based Smart Meter Data Generator.

Nadeem Iftikhar, Xiufeng Liu, Finn Ebertsen Nordbjerg, Sergiu Danalachi

Proceedings of the 19th International Conference on Network-Based Information Systems, 2016

Online Anomaly Energy Consumption Detection Using Lambda Architecture.

Xiufeng Liu, Nadeem Iftikhar, Per Sieverts Nielsen, Alfred Heller

Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

2015

An ETL optimization framework using partitioning and parallelization.

Xiufeng Liu, Nadeem Iftikhar

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Relational-Based Sensor Data Cleansing.

Nadeem Iftikhar, Xiufeng Liu, Finn Ebertsen Nordbjerg

Proceedings of the New Trends in Databases and Information Systems, 2015

2014

Using a Time Granularity Table for Gradual Granular Data Aggregation.

Nadeem Iftikhar, Torben Bach Pedersen

Fundam. Informaticae, 2014

Survey of real-time processing systems for big data.

Xiufeng Liu, Nadeem Iftikhar, Xike Xie

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

2013

Ontology-Based Big Dimension Modeling in Data Warehouse Schema Design.

Xiufeng Liu, Nadeem Iftikhar

Proceedings of the Business Information Systems - 16th International Conference, 2013

2012

Ratio-Based Gradual Aggregation of Data.

Nadeem Iftikhar

Proceedings of the Networked Digital Technologies - 4th International Conference, 2012

MMDW: A Multi-dimensional and Multi-granular Schema for Data Warehousing.

Nadeem Iftikhar

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

2011

A rule-based tool for gradual granular data aggregation.

Nadeem Iftikhar, Torben Bach Pedersen

Proceedings of the DOLAP 2011, 2011

2010

Constraint-based Query Distribution Framework for an Integrated Global Schema

Ahmad Kamran Malik, Muhammad Abdul Qadir, Nadeem Iftikhar, Muhammad Usman

CoRR, 2010

Gradual Data Aggregation in Multi-granular Fact Tables on Resource-Constrained Systems.

Nadeem Iftikhar, Torben Bach Pedersen

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Schema Design Alternatives for Multi-granular Data Warehousing.

Nadeem Iftikhar, Torben Bach Pedersen

Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

2007

Generic Multimedia Database Architecture Based upon Semantic Libraries.

Omara Abdul Hamid, Muhammad Abdul Qadir, Nadeem Iftikhar, Mohib ur Rehman, Mobin Uddin Ahmed, Imran Ihsan

Informatica, 2007

Group Profile and Ontology-based Semantic Annotation of Multimedia Data for Efficient Retrieval (poster).

Nadeem Iftikhar, Muhammad Abdul Qadir, Omara Abdul Hamid

Proceedings of the CIR'07 Workshop on Context-Based Information Retrieval in conjunction with CONTEXT-07, 2007

2006

Semantically Meaningful Unit - SMU; An Openly Reusable Learning Object for UREKA Learning-Object Taxonomy & Repository Architecture - ULTRA.

Imran Ihsan, Mobin Uddin Ahmed, Mohib ur Rehman, Muhammad Abdul Qadir, Nadeem Iftikhar

Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006

2005

An Ontology-Based Framework for Semi-Automatic Schema Integration.

Zille Huma, Muhammad Rehman, Nadeem Iftikhar

J. Comput. Sci. Technol., 2005

Generic Multimedia Database Architecture.

Mohib ur Rehman, Imran Ihsan, Mobin Uddin Ahmed, Nadeem Iftikhar, Muhammad Abdul Qadir

Proceedings of the Third World Enformatika Conference, 2005

Universal Metadata Definition.

Mohib ur Rehman, Mohammad Haseeb Anwer, Nadeem Iftikhar

Proceedings of the Third World Enformatika Conference, 2005

Mobile Ad-Hoc Service Grid - MASGRID.

Imran Ihsan, Muhammad Abdul Qadir, Nadeem Iftikhar

Proceedings of the Third World Enformatika Conference, 2005

Context-Aware Querying in Multimedia Databases - A Futuristic Approach.

Nadeem Iftikhar, Zouhaib Zafar, Shaukat Ali

Proceedings of the Third World Enformatika Conference, 2005

UREKA - Grid Enabled Educational Multimedia Database.

Mohib ur Rehman, Imran Ihsan, Mobin Uddin Ahmed, Muhammad Abdul Qadir, Nadeem Iftikhar

Proceedings of the 17th International Conference on Software Engineering and Knowledge Engineering (SEKE'2005), 2005