Nadeem Iftikhar

Publikationer

Publikationer pr. år 2012 2012 2013 2014 2015 2016 2019 2020 2021 2022 2023 2024 2024

• 16 Konferenceartikel i proceeding
• 7 Bidrag til bog/antologi
• 5 Tidsskriftsartikel
• 3 Rapport
• 2 Mere
  • 2 Konferenceartikel

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2024

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

  Iftikhar, N., Lindgren, K., Nielsen, I. H. & Gatzwiller, K. B., 2024, Cooperative Design, Visualization, and Engineering: 21st International Conference, CDVE 2024, Valencia, Spain, September 15–18, 2024, Proceedings. Luo, Y. (red.). Springer, s. 194-200 7 s. (Lecture Notes in Computer Science).

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  • Educational Practice 100%
  • Small and Medium-Sized Enterprise 100%
  • Cooperative Learning 100%
  • Industry 4.0 100%
  • Sized Enterprise 100%

• Online Machine Learning for Adaptive Ballast Water Management

  Iftikhar, N., Lin, Y.-C., Liu, X. & Nordbjerg, F. E., 2024, Proceedings of the 13th International Conference on Data Science, Technology and Applications DATA - Volume 1. Benkhelifa, E., Cuzzocrea, A., Gusikhin, O. & Hammoudi, S. (red.). SCITEPRESS Digital Library, Bind 1. s. 27-38 12 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Water Management 100%
  • Ballast Water 100%
  • Learning System 100%
  • Flow Rate 20%
  • Sensor Data 20%

• Real-Time Equipment Health Monitoring Using Unsupervised Learning Techniques

  Iftikhar, N. & Nordbjerg, F. E., 2024, Proceedings of the 13th International Conference on Data Science, Technology and Applications DATA - Volume 1. Benkhelifa, E., Cuzzocrea, A., Gusikhin, O. & Hammoudi, S. (red.). SCITEPRESS Digital Library, Bind 1. s. 401-408 8 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Sensor Data 100%
  • Historical Data 100%
  • Health Monitoring 100%
  • Learning Technique 100%
  • Unsupervised Learning 100%
• 2023

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

  Hadi, M. U., Qureshi, R., Ahmed, A. & Iftikhar, N., 2023, I: Expert Systems with Applications. 225, 14 s., 120023.

  Publikation: Bidrag til tidsskrift › Tidsskriftsartikel › Forskning › peer review

  Åben adgang

  • Convolutional Neural Network 100%
  • Wavelet Transforms 100%
  • Deep Learning 100%
  • Long Short-Term Memory Network 100%
  • Long Short-Term Memory 100%

• Automated Classification of Building Objects using Machine Learning

  Iftikhar, N., Gade, P. N., Nielsen, K. M. & Mellergaard, J., 2023, Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2023. Fred, A., Coenen, F. & Bernardino, J. (red.). SCITEPRESS Digital Library, Bind 1. s. 331-338 8 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Building Element 100%
  • Learning System 100%
  • Machine Learning 100%
  • Construction Sector 50%
  • Exterior Wall 50%

• Identifying Similar Top-k Household Electricity Consumption Patterns

  Iftikhar, N., Madarasz, A. & Nordbjerg, F. E., 2023, Proceedings of the 15th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2023. Fred, A., Coenen, F. & Bernardino, J. (red.). SCITEPRESS Digital Library, Bind 1. s. 167-174 8 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Electricity Consumption 100%
  • Consumption Pattern 100%
  • Energy Conservation 40%
  • Energy Engineering 40%
  • Real Data 20%
• 2022

  Condition based Maintenance on Data Streams in Industry 4.0

  Iftikhar, N. & Dohot, A. M., 2022, Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2022. Panetto, H., Weichhart, G., Smirnov, A. & Madani, K. (red.). SCITEPRESS Digital Library, s. 137-144 8 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Data Stream 100%
  • Industry 4.0 100%
  • Unplanned Downtime 100%
  • Condition-Based Maintenance 100%
  • Process Data 33%

• Machine Learning based Predictive Maintenance in Manufacturing Industry

  Iftikhar, N., Lin, Y.-C. & Nordbjerg, F. E., 2022, Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2022. Panetto, H., Weichhart, G., Smirnov, A. & Madani, K. (red.). SCITEPRESS Digital Library, s. 85-93 9 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Machine Learning 100%
  • Learning System 100%
  • Anomaly Detection 33%
  • Unplanned Downtime 33%
  • Equipment Failure 33%
• 2021

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

  Iftikhar, N. & Nordbjerg, F. E., 2021, Proceedings of the 2nd International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2021. Panetto, H., Macchi, M. & Madani, K. (red.). SCITEPRESS Digital Library, s. 131-136 6 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • SME 100%
  41 Downloads (Pure)

• A New Authentic Cloud Dataset from a Production Facility for Anomaly Detection

  Hansen, E. B., Iftikhar, N. & Bøgh, S., 2021, Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems - Proceedings of the 8th Changeable, Agile, Reconfigurable and Virtual Production Conference CARV 2021 and 10th World Mass Customization and Personalization Conference MCPC 2021. Andersen, A. L., Andersen, R., Brunoe, T. D., Larsen, M. S. S., Nielsen, K., Napoleone, A. & Kjeldgaard, S. (red.). Springer, s. 415-422 8 s. (Lecture Notes in Mechanical Engineering).

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Machine Learning 100%

• Implementing Machine Learning in Small and Medium-sized Manufacturing Enterprises

  Iftikhar, N. & Nordbjerg, F. E., 2021, Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems - Proceedings of the 8th Changeable, Agile, Reconfigurable and Virtual Production Conference CARV 2021 and 10th World Mass Customization and Personalization Conference MCPC 2021. Andersen, A. L., Andersen, R., Brunoe, T. D., Larsen, M. S. S., Nielsen, K., Napoleone, A. & Kjeldgaard, S. (red.). Springer, s. 448-456 9 s. (Lecture Notes in Mechanical Engineering).

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Learning System 100%
  • Lifecycle 16%
  • Real Life 16%
  • Manufacturing Company 16%
  • Improve Efficiency 16%

• Optimering af produktion: Mere værdi i produktionen gennem dataanalyse: Et Industri 4.0-samarbejde for at skabe mere værdi og forudse driftsstop

  Hvarregaard, B., Nordbjerg, F. E. & Iftikhar, N., 2021, I: UCN PERSPEKTIV. 9, s. 9-17 9 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftsartikel › Formidling

  Åben adgang
• 2020

  Concept of Easy-to-use Versatile Artificial Intelligence in Industrial Small & Medium-sized Enterprises

  Hansen, E. B., Iftikhar, N. & Bøgh, S., 2020, I: Procedia Manufacturing. 51, s. 1146-1152 7 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel › peer review

  Åben adgang

  • Artificial Intelligence 100%
  • Sized Enterprise 100%
  • Convolutional Neural Network 66%
  • Neural Network 66%
  • Industry 4.0 33%

• Industry 4.0: Sensor Data Analysis Using Machine Learning

  Iftikhar, N., Nordbjerg, F. E., Baattrup-Andersen, T. & Jeppesen, K., 2020, Data Management Technologies and Applications - 8th International Conference, DATA 2019, Revised Selected Papers: Communications in Computer and Information Science (CCIS) book series. Hammoudi, S., Quix, C. & Bernardino, J. (red.). Springer, Bind 1255. s. 37-58 22 s.

  Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

  Åben adgang

  • Production Line 100%
  • Disruptions 100%
  • Design and Environment 100%
  • Sensor Data 100%
  • Improve Efficiency 100%

• Outlier Detection in Sensor Data using Ensemble Learning

  Iftikhar, N., Baattrup-Andersen, T., Nordbjerg, F. E. & Jeppesen, K., 2020, I: Procedia Computer Science. 176, s. 1160-1169 10 s.

  Publikation: Bidrag til tidsskrift › Konferenceartikel › peer review

  Åben adgang

  • Machine Learning 100%
  • Multiple Machine 100%
  • Ensemble Learning 100%
  • Class Classification 100%
  • Sliding Window 100%

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

  Iftikhar, N., Lachowicz, B. P., Madarasz, A., Nordbjerg, F. E., Baattrup-Andersen, T. & Jeppesen, K., 2020, Proceedings of the 9th International Conference on Data Science, Technology and Applications - Volume 1: DATA. Hammoudi, S., Quix, C. & Bernardino, J. (red.). SCITEPRESS Digital Library, Bind 1. s. 215-222 8 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Machine Learning 100%
  • Machine Learning Approach 100%
  • Industry 4.0 100%
  • Enterprise Resource Planning 100%
  • Lambda Architecture 100%
• 2019

  A Two-Tiered Segmentation Approach for Transaction Data Warehousing

  Liu, X., Huo, H., Iftikhar, N. & Nielsen, P. S., jun. 2019, Emerging Perspectives in Big Data Warehousing. Taniar, D. & Rahayu, W. (red.). IGI global, s. 1-27 27 s.

  Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

  • Data Warehouse 100%
  • Segmentation Approach 100%
  • Transaction Data 100%
  • Data Record 16%
  • Data-Stores 16%

• Data Analytics for Smart Manufacturing: A Case Study

  Iftikhar, N., Baattrup-Andersen, T., Nordbjerg, F. E., Bobolea, E. & Radu, P.-B., 2019, Proceedings of the 8th International Conference on Data Science, Technology and Applications - Volume 1: DATA. Hammoudi, S., Quix, C. & Bernardino, J. (red.). SCITEPRESS Digital Library, Bind 1. s. 392-399 8 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  Åben adgang

  • Analytics Technique 100%
  • Data Analytics 100%
  • Case Study 100%
  • Smart Manufacturing 100%
  • Operational Efficiency 100%

• Two approaches for synthesizing scalable residential energy consumption data

  Liu, X., Iftikhar, N., Huo, H., Rongling, L. & Nielsen, P. S., jun. 2019, I: Future Generation Computer Systems. 95, s. 586-600 15 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftsartikel › Forskning › peer review

  Åben adgang

  • Energy Consumption 100%
  • Energy Consumption Data 100%
  • Data Generation 66%
  • Machine Learning 33%
  • Large Data Set 33%
• 2018

  On measuring similarity in consumption patterns for smart meter time series

  Nordbjerg, F. E. & Iftikhar, N., 2018, 8 s.

  Publikation: Bog/antologi/rapport/Ph.d. afhandling › Rapport › Forskning

  Fil

  • Smart Meters 100%
  • Consumption Pattern 100%
  • Time Series Data 100%
  • Distance Function 50%
  • Similarity Measure 50%
  36 Downloads (Pure)
• 2017

  A Scalable Smart Meter Data Generator Using Spark

  Iftikhar, N., Liu, X., Danalachi, S., Nordbjerg, F. E. & Vollesen, J. H., 2017, On the Move to Meaningful Internet Systems. OTM 2017 Conferences - Confederated International Conferences: CoopIS, C and TC, and ODBASE 2017, Proceedings. Panetto, H., Paschke, A., Meersman, R., Papazoglou, M., Debruyne, C., Gaaloul, W. & Ardagna, C. A. (red.). Springer, s. 21-36 16 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  • Smart Meters 100%
  • Machine Learning 25%
  • Large Data Set 25%
  • Analytics System 25%
  • Protection Regulation 25%
• 2016

  A Prediction-based Smart Meter Data Generator

  Iftikhar, N., Liu, X., Nordbjerg, F. E. & Danalachi, S., 2016, 19th International Conference on Network-Based Information Systems, NBiS 2016. Xhafa, F., Enokido, T., Barolli, L., Takizawa, M. & Snasel, V. (red.). Ostrava, Czech Republic: IEEE Computer Society Press, s. 173-180 8 s. 7789755

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  • Smart Meters 100%
  • Energy Consumption 40%
  • Massive Amount 20%
  • Analytics System 20%
  • Utility Company 20%

• Online Anomaly Energy Consumption Detection Using Lambda Architecture

  Liu, X., Iftikhar, N., Nielsen, P. S. & Heller, A., 2016, 18th International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2016. Madria, S. & Hara, T. (red.). Springer, s. 193-209 14 s.

  Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

  • Data Stream 100%
  • Anomaly Detection 100%
  • Lambda Architecture 100%
  • Smart Meters 100%
  • Energy Consumption 100%

• Optimizing ETL by a Two-level Data Staging Method

  Iftikhar, N., 2016, I: International Journal of Data Warehousing and Mining. 12, 3, s. 32-50 19 s.

  Publikation: Bidrag til tidsskrift › Tidsskriftsartikel › Forskning › peer review

  • Data Warehouse 100%
  • Data Extraction 50%
  • Central Data Warehouse 50%
  • Loading Process 50%
  • Staging Area 50%
• 2015

  An ETL optimization framework using partitioning and parallelization

  Iftikhar, N., apr. 2015, SAC '15 Proceedings of the 30th Annual ACM Symposium on Applied Computing, Salamanca, Spain. Shin, D. (red.). Association for Computing Machinery, s. 1015-1022 8 s. 10.1145/2695664.2695846

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  • Parallelization 100%
  • Optimization Framework 100%
  • Parallelism 50%
  • System Resource 50%
  • Experimental Result 50%

• Relational-Based Sensor Data Cleansing

  Iftikhar, N., Nordbjerg, F. E. & Liu, X., sep. 2015, New Trends in Databases and Information Systems: 19th East-European Conference on Advances in Databases and Information Systems, ADBIS 2015. Valduriez, P., Morzy, T. & Bellatreche, L. (red.). Poitiers, France: Springer, s. 108-118 11 s.

  Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

  Åben adgang

  Fil

  • Sensor Data 100%
  • Relational 100%
  • Data Cleansing 100%
  • Environmental Impact 33%
  • Moving Average 33%
  33 Downloads (Pure)
• 2014

  Energioptimering af bæredygtighedscertificeringsprocesserne

  Christensen, D. H., Carlsen, M., Alon, S. N., Iftikhar, N., Larsen, T. S. & Gade, P., 31 dec. 2014, 14 s.

  Publikation: Bog/antologi/rapport/Ph.d. afhandling › Rapport › Formidling

  Fil
  81 Downloads (Pure)

• Survey of real-time processing systems for big data

  Liu, X., Iftikhar, N. & Xie, X., jul. 2014, Proceedings of the 18th International Database Engineering and Applications Symposium, IDEAS 2014. Desai, B. C. (red.). Association for Computing Machinery, s. 356-361 6 s.

  Publikation: Bidrag til bog/antologi/rapport › Konferenceartikel i proceeding › peer review

  • Time Processing 100%
  • Hadoop 100%
  • Big Data 100%
  • Processing System 100%
  • Business Intelligence 66%

• Using a Time Granularity Table for Gradual Granular Data Aggregation

  Iftikhar, N., 19 maj 2014, I: Fundamenta Informaticae. 132, 2, s. 153-176 24 s., 10.3233/FI-2014-1039.

  Publikation: Bidrag til tidsskrift › Tidsskriftsartikel › Forskning › peer review

  • Granularity 100%
  • Data Aggregation 100%
  • Granular Data 100%
  • Query Processing 50%
  • Processing Capability 25%
• 2013

  Ontology-Based Big Dimension Modeling in Data Warehouse Schema Design

  Iftikhar, N., jun. 2013, Business Information Systems (BIS 2013): 16th International Conference, BIS 2013, Poznań, Poland, June 19-21, 2013. Proceedings. Abramowicz, W. (red.). Poland: Springer, s. 75-87 13 s.

  Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

  • Ontology 100%
  • Data Warehouse 100%
  • Modeling Process 60%
  • Business Semantics 40%
  • Response Time 20%

• Optimering af byggeprocessen via bedre/forøget brug af digitale modeller

  Carlsen, M., Grøn, D. M. F., Alon, N., Christensen, D. H., Nordbjerg, F. E. & Iftikhar, N., 31 dec. 2013, 14 s.

  Publikation: Bog/antologi/rapport/Ph.d. afhandling › Rapport › Forskning
• 2012

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

  Iftikhar, N., sep. 2012, Advances in Knowledge-Based and Intelligent Information and Engineering Systems (KES 2012). Grana, M., Toro, C., Posada, J. & Howlett, R. (red.). Spain: IOS Press, s. 1211 - 1220 10 s.

  Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

  • Data Warehouse 100%
  • Granular Data 100%
  • Granularity 33%
  • Data-Stores 22%
  • Star Schema 22%

• Ratio-Based Gradual Aggregation of Data

  Iftikhar, N., apr. 2012, Networked Digital Technologies - 4th International Conference, NDT 2012, Proceedings: 4th International Conference, NDT 2012, Dubai, UAE, April 24-26, 2012. Proceedings, Part I. Benlamri, R. (red.). United Arab Emirates: Springer, s. 316-329 14 s.

  Publikation: Bidrag til bog/antologi/rapport › Bidrag til bog/antologi › Forskning › peer review

  • Data Aggregation 100%
  • Summarized Data 25%
  • Data Management 25%