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Articles (108)
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Expressive modeling for trusted big data analytics: techniques and applications in sentiment analysis

Tromp, Erik, Pechenizkiy, Mykola, Gaber, Mohamed Medhat

Journal:

Big Data Analytics

Année:

2017

Langue:

english

Fichier:

PDF, 2.87 MB

english, 2017

Internet of Things and data mining: From applications to techniques and systems

Gaber, Mohamed Medhat, Aneiba, Adel, Basurra, Shadi, Batty, Oliver, Elmisery, Ahmed M., Kovalchuk, Yevgeniya, Rehman, Muhammad Habib Ur

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2018

Langue:

english

Fichier:

PDF, 2.93 MB

english, 2018

Scholarly data mining: A systematic review of its applications

Dridi, Amna, Gaber, Mohamed Medhat, Azad, R. Muhammad Atif, Bhogal, Jagdev

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2020

Fichier:

PDF, 2.79 MB

2020

An overview of interactive visual data mining techniques for knowledge discovery

Stahl, Frederic, Gabrys, Bogdan, Gaber, Mohamed Medhat, Berendsen, Monika

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2013

Langue:

english

Fichier:

PDF, 2.05 MB

english, 2013

[IEEE 2014 13th International Conference on Machine Learning and Applications (ICMLA) - Detroit, MI, USA (2014.12.3-2014.12.6)] 2014 13th International Conference on Machine Learning and Applications - Extraction of Unexpected Rules from Twitter Hashtags and its Application to Sport Events

Adedoyin-Olowe, Mariam, Gaber, Mohamed Medhat, Dancausa, Carlos Martin, Stahl, Frederic

Année:

2014

Langue:

english

Fichier:

PDF, 645 KB

english, 2014

[Studies in Computational Intelligence] Advances in Social Media Analysis Volume 602 || Pattern-Based Emotion Classification on Social Media

Gaber, Mohamed Medhat, Cocea, Mihaela, Wiratunga, Nirmalie, Goker, Ayse

Année:

2015

Langue:

english

Fichier:

PDF, 254 KB

english, 2015

Advances in data stream mining

Mohamed Medhat Gaber

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2012

Langue:

english

Fichier:

PDF, 131 KB

english, 2012

Learning from Data Streams || Data Stream Management Systems and Architectures

Gama, João, Gaber, Mohamed Medhat

Année:

2007

Langue:

english

Fichier:

PDF, 605 KB

english, 2007

Adaptive mobile activity recognition system with evolving data streams

Abdallah, Zahraa Said, Gaber, Mohamed Medhat, Srinivasan, Bala, Krishnaswamy, Shonali

Journal:

Neurocomputing

Année:

2015

Langue:

english

Fichier:

PDF, 2.92 MB

english, 2015

Random forests: from early developments to recent advancements

Fawagreh, Khaled, Gaber, Mohamed Medhat, Elyan, Eyad

Journal:

Systems Science & Control Engineering

Année:

2014

Langue:

english

Fichier:

PDF, 437 KB

english, 2014

[IEEE 2014 IEEE/ACM International Symposium on Big Data Computing (BDC) - London, United Kingdom (2014.12.8-2014.12.11)] 2014 IEEE/ACM International Symposium on Big Data Computing - Progressive Data Stream Mining and Transaction Classification for Workload-Aware Incremental Database Repartitioning

Kamal, Joarder Mohammad Mustafa, Murshed, Manzur, Gaber, Mohamed Medhat

Année:

2014

Langue:

english

Fichier:

PDF, 354 KB

english, 2014

On expressiveness and uncertainty awareness in rule-based classification for data streams

Le, Thien, Stahl, Frederic, Gaber, Mohamed Medhat, Gomes, João Bártolo, Fatta, Giuseppe Di

Journal:

Neurocomputing

Année:

2017

Langue:

english

Fichier:

PDF, 2.57 MB

english, 2017

Activity Recognition with Evolving Data Streams

Abdallah, Zahraa S., Gaber, Mohamed Medhat, Srinivasan, Bala, Krishnaswamy, Shonali

Journal:

ACM Computing Surveys

Année:

2018

Langue:

english

Fichier:

PDF, 3.84 MB

english, 2018

RedEdge: A Novel Architecture for Big Data Processing in Mobile Edge Computing Environments

Habib ur Rehman, Muhammad, Jayaraman, Prem, Malik, Saif, Khan, Atta, Medhat Gaber, Mohamed

Journal:

Journal of Sensor and Actuator Networks

Année:

2017

Langue:

english

Fichier:

PDF, 2.09 MB

english, 2017

An innovative framework for supporting big atmospheric data analytics via clustering-based spatio-temporal analysis

Cuzzocrea, Alfredo, Gaber, Mohamed Medhat, Fadda, Edoardo, Grasso, Giorgio Mario

Journal:

Journal of Ambient Intelligence and Humanized Computing

Année:

2018

Langue:

english

Fichier:

PDF, 1.92 MB

english, 2018

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPS

Dridi, Amna, Gaber, Mohamed Medhat, Azad, R. Muhammad Atif, Bhogal, Jagdev

Année:

2019

Langue:

english

Fichier:

PDF, 1.28 MB

english, 2019

[IEEE 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) - Bari, Italy (2019.10.6-2019.10.9)] 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) - EnSyth: A Pruning Approach to Synthesis of Deep Learning Ensembles

Alhalabi, Besher, Gaber, Mohamed Medhat, Basurra, Shadi

Année:

2019

Langue:

english

Fichier:

PDF, 584 KB

english, 2019

Co-eye: a multi-resolution ensemble classifier for symbolically approximated time series

Abdallah, Zahraa S., Gaber, Mohamed Medhat

Journal:

Machine Learning

Année:

2020

Fichier:

PDF, 3.57 MB

2020

A Graph-Based Approach to Interpreting Recurrent Neural Networks in Process Mining

Hanga, Khadijah Muzzammil, Kovalchuk, Yevgeniya, Gaber, Mohamed Medhat

Journal:

IEEE Access

Année:

2020

Fichier:

PDF, 1.70 MB

2020

A Holistic Approach for Resource-aware Adaptive Data Stream Mining

Mohamed Medhat Gaber, Philip S. Yu

Journal:

New Generation Computing

Année:

2006

Langue:

english

Fichier:

PDF, 987 KB

english, 2006

Energy conservation in wireless sensor networks: a rule-based approach

Suan Khai Chong, Mohamed Medhat Gaber, Shonali Krishnaswamy, Seng Wai Loke

Journal:

Knowledge and Information Systems

Année:

2011

Langue:

english

Fichier:

PDF, 1.57 MB

english, 2011

An analytical study of central and in-network data processing for wireless sensor networks

Mohamed Medhat Gaber, Uwe Roehm, Karel Herink

Journal:

Information Processing Letters

Année:

2009

Langue:

english

Fichier:

PDF, 1.16 MB

english, 2009

Knowledge discovery from sensor data (SensorKDD)

Omitaomu, Olufemi A., Vatsavai, Ranga Raju, Ganguly, Auroop R., Chawla, Nitesh V., Gama, Joao, Gaber, Mohamed Medhat

Journal:

ACM SIGKDD Explorations Newsletter

Année:

2010

Langue:

english

Fichier:

PDF, 87 KB

english, 2010

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Clustering Distributed Time Series in Sensor Networks

Yin, Jie, Gaber, Mohamed Medhat

Année:

2008

Langue:

english

Fichier:

PDF, 267 KB

english, 2008

Interactive self-adaptive clutter-aware visualisation for mobile data mining

Gaber, Mohamed Medhat, Krishnaswamy, Shonali, Gillick, Brett, AlTaiar, Hasnain, Nicoloudis, Nicholas, Liono, Jonathan, Zaslavsky, Arkady

Journal:

Journal of Computer and System Sciences

Année:

2013

Langue:

english

Fichier:

PDF, 2.48 MB

english, 2013

[IEEE 2012 13th IEEE International Conference on Mobile Data Management (MDM) - Bengaluru, India (2012.07.23-2012.07.26)] 2012 IEEE 13th International Conference on Mobile Data Management - Mobile Data Stream Mining: From Algorithms to Applications

Krishnaswamy, Shonali, Gama, Joao, Gaber, Mohamed Medhat

Année:

2012

Langue:

english

Fichier:

PDF, 358 KB

english, 2012

Learning from Data Streams || Clustering Techniques in Sensor Networks

Gama, João, Gaber, Mohamed Medhat

Année:

2007

Langue:

english

Fichier:

PDF, 187 KB

english, 2007

Mining data streams

Gaber, Mohamed Medhat, Zaslavsky, Arkady, Krishnaswamy, Shonali

Journal:

ACM SIGMOD Record

Année:

2005

Langue:

english

Fichier:

PDF, 219 KB

english, 2005

Journeys to Data Mining || An Enduring Interest in Classification: Supervised and Unsupervised

Gaber, Mohamed Medhat

Année:

2012

Langue:

english

Fichier:

PDF, 202 KB

english, 2012

Journeys to Data Mining || The Journey of Knowledge Discovery

Gaber, Mohamed Medhat

Année:

2012

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2012

Journeys to Data Mining ||

Gaber, Mohamed Medhat

Année:

2012

Langue:

english

Fichier:

PDF, 2.91 MB

english, 2012

Scientific Data Mining and Knowledge Discovery || On-board Data Mining

Gaber, Mohamed Medhat

Année:

2010

Langue:

english

Fichier:

PDF, 558 KB

english, 2010

Scientific Data Mining and Knowledge Discovery || Computational Chemistry

Gaber, Mohamed Medhat

Année:

2010

Langue:

english

Fichier:

PDF, 585 KB

english, 2010

Scientific Data Mining and Knowledge Discovery || Knowledge Representation and Ontologies

Gaber, Mohamed Medhat

Année:

2010

Langue:

english

Fichier:

PDF, 414 KB

english, 2010

[Studies in Big Data] Astronomy and Big Data Volume 6 ||

Edwards, Kieran Jay, Gaber, Mohamed Medhat

Année:

2014

Langue:

english

Fichier:

PDF, 6.75 MB

english, 2014

[IEEE 2010 22nd International Conference on Tools with Artificial Intelligence (ICTAI) - Arras, France (2010.10.27-2010.10.29)] 2010 22nd IEEE International Conference on Tools with Artificial Intelligence - Pocket Data Mining: Towards Collaborative Data Mining in Mobile Computing Environments

Stahl, Frederic, Gaber, Mohamed Medhat, Bramer, Max, Yu, Philip S.

Année:

2010

Langue:

english

Fichier:

PDF, 706 KB

english, 2010

[IEEE 2012 13th IEEE International Conference on Mobile Data Management (MDM) - Bengaluru, India (2012.07.23-2012.07.26)] 2012 IEEE 13th International Conference on Mobile Data Management - MARS: A Personalised Mobile Activity Recognition System

Gomes, Joao B'rtolo, Krishnaswamy, Shonali, Gaber, Mohamed Medhat, Sousa, Pedro A.C., Menasalvas, Ernestina

Année:

2012

Langue:

english

Fichier:

PDF, 414 KB

english, 2012

An efficient Self-Organizing Active Contour model for image segmentation

Abdelsamea, Mohammed M., Gnecco, Giorgio, Gaber, Mohamed Medhat

Journal:

Neurocomputing

Année:

2015

Langue:

english

Fichier:

PDF, 4.75 MB

english, 2015

[Lecture Notes in Computer Science] Knowledge Discovery from Sensor Data Volume 5840 || Spatio-temporal Outlier Detection in Precipitation Data

Gaber, Mohamed Medhat, Vatsavai, Ranga Raju, Omitaomu, Olufemi A., Gama, João, Chawla, Nitesh V., Ganguly, Auroop R.

Année:

2010

Langue:

english

Fichier:

PDF, 491 KB

english, 2010

[ACM Press the 18th International Database Engineering & Applications Symposium - Porto, Portugal (2014.07.07-2014.07.09)] Proceedings of the 18th International Database Engineering & Applications Symposium on - IDEAS '14 - Adaptive data stream mining for wireless sensor networks

Cuzzocrea, Alfredo, Gaber, Mohamed Medhat, Shiddiqi, Ary Mazharuddin

Année:

2014

Langue:

english

Fichier:

PDF, 747 KB

english, 2014

[IEEE Simulation (HPCS) - Istanbul, Turkey (2011.07.4-2011.07.8)] 2011 International Conference on High Performance Computing & Simulation - Distributed hoeffding trees for pocket data mining

Stahl, Frederic, Gaber, Mohamed Medhat, Bramer, Max, Yu, Philip S

Année:

2011

Langue:

english

Fichier:

PDF, 832 KB

english, 2011

[IEEE 2010 22nd International Conference on Tools with Artificial Intelligence (ICTAI) - Arras, France (2010.10.27-2010.10.29)] 2010 22nd IEEE International Conference on Tools with Artificial Intelligence - Adaptive Clutter-Aware Visualization for Mobile Data Stream Mining

Gaber, Mohamed Medhat, Krishnaswamy, Shonali, Gillick, Brett, Nicoloudis, Nicholas, Liono, Jonathan, AlTaiar, Hasnain, Zaslavsky, Arkady

Année:

2010

Langue:

english

Fichier:

PDF, 4.00 MB

english, 2010

[IEEE 2008 Second International Conference on Sensor Technologies and Applications (sensorcomm 2008) - Cap Esterel, France (2008.08.25-2008.08.31)] 2008 Second International Conference on Sensor Technologies and Applications (sensorcomm 2008) - A Rule Learning Approach to Energy Efficient Clustering in Wireless Sensor Networks

Chong, Suan Khai, Gaber, Mohamed Medhat, Krishnaswamy, Shonali, Loke, Seng Wai

Année:

2008

Langue:

english

Fichier:

PDF, 238 KB

english, 2008

[IEEE 2007 IEEE Symposium on Computational Intelligence and Data Mining - Honolulu, HI, USA (2007.03.1-2007.04.5)] 2007 IEEE Symposium on Computational Intelligence and Data Mining - Resource-aware Online Data Mining in Wireless Sensor Networks

Phung, Nhan Duc, Gaber, Mohamed Medhat, Rohm, Uwe

Année:

2007

Langue:

english

Fichier:

PDF, 570 KB

english, 2007

[IEEE 2011 Ieee Symposium On Computational Intelligence And Data Mining - Part Of 17273 - 2011 Ssci - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - KB-CB-N classification: Towards unsupervised approach for supervised learning

Said Abdallah, Zahraa, Gaber, Mohamed Medhat

Année:

2011

Langue:

english

Fichier:

PDF, 386 KB

english, 2011

[IEEE 2008 International Conference on Embedded Software and Systems - Chengdu, SiChuan, China (2008.07.29-2008.07.31)] 2008 International Conference on Embedded Software and Systems - ARTS: Adaptive Rule Triggers on Sensors for Energy Conservation in Applications using Coarse-Granularity Data

Chong, Suan Khai, Gaber, Mohamed Medhat, Loke, Seng Wai, Krishnaswamy, Shonali

Année:

2008

Langue:

english

Fichier:

PDF, 255 KB

english, 2008

Preparation and Characterization of Microwave Reduced Graphite Oxide for High-Performance Supercapacitors

El-Khodary, Sherif A., El-Enany, Gaber M., El-Okr, Mohamed, Ibrahim, Medhat

Journal:

Electrochimica Acta

Année:

2014

Langue:

english

Fichier:

PDF, 2.03 MB

english, 2014

Mining Recurring Concepts in a Dynamic Feature Space

Gomes, Joao Bartolo, Gaber, Mohamed Medhat, Sousa, Pedro A. C., Menasalvas, Ernestina

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Année:

2014

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2014

Change detection in streaming data in the era of big data

Tran, Dang-Hoan, Gaber, Mohamed Medhat, Sattler, Kai-Uwe

Journal:

ACM SIGKDD Explorations Newsletter

Année:

2014

Langue:

english

Fichier:

PDF, 707 KB

english, 2014

[Lecture Notes in Computer Science] Knowledge Discovery from Sensor Data Volume 5840 ||

Gaber, Mohamed Medhat, Vatsavai, Ranga Raju, Omitaomu, Olufemi A., Gama, João, Chawla, Nitesh V., Ganguly, Auroop R.

Année:

2010

Langue:

english

Fichier:

PDF, 7.54 MB

english, 2010