All Stories

  1. Resource-efficient fast prediction in healthcare data analytics: A pruned Random Forest regression approach

    Article • Computing, January 2020, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  2. A non-canonical hybrid metaheuristic approach to adaptive data stream classification

    Article • Future Generation Computer Systems, January 2020, Elsevier

    Professor Mohamed Medhat Gaber

  3. DeTrac: Transfer Learning of Class Decomposed Medical Images in Convolutional Neural Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  4. DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPS

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber, AMNA DRIDI

  5. EACD: evolutionary adaptation to concept drifts in data streams

    Article • Data Mining and Knowledge Discovery, February 2019, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  6. Leap2Trend: A Temporal Word Embedding Approach for Instant Detection of Emerging Scientific Trends

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber, AMNA DRIDI

  7. RED-GENE: An Evolutionary Game Theoretic Approach to Adaptive Data Stream Classification

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  8. TONE

    Article • January 2019, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  9. A Non-Intrusive Heuristic for Energy Messaging Intervention Modeled Using a Novel Agent-Based Approach

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

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

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, November 2018, Wiley

    Professor Mohamed Medhat Gaber

  11. Data Stream Clustering for Real-Time Anomaly Detection: An Application to Insider Threats

    Article • October 2018, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  12. Activity Recognition with Evolving Data Streams

    Article • ACM Computing Surveys, September 2018, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  13. Edge Machine Learning: Enabling Smart Internet of Things Applications

    Article • Big Data and Cognitive Computing, September 2018, MDPI AG

    Professor Mohamed Medhat Gaber

  14. Ensemble Dynamics in Non-stationary Data Stream Classification

    Article • July 2018, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  15. Adaptive One-Class Ensemble-based Anomaly Detection: An Application to Insider Threats

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  16. Imitation Learning

    Article • ACM Computing Surveys, March 2018, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  17. An Agent-Based Collective Model to Simulate Peer Pressure Effect on Energy Consumption

    Article • January 2018, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  18. Cascading Probability Distributions in Agent-Based Models: An Application to Behavioural Energy Wastage

    Article • January 2018, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  19. OntoPeFeGe: Ontology-Based Personalized Feedback Generator

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  20. k-NN Embedding Stability for word2vec Hyper-Parametrisation in Scientific Text

    Article • January 2018, Springer Science + Business Media

    Professor Mohamed Medhat Gaber, AMNA DRIDI

  21. Deep imitation learning for 3D navigation tasks

    Article • Neural Computing and Applications, December 2017, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  22. Evaluating the quality of the ontology-based auto-generated questions

    Article • Smart Learning Environments, November 2017, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  23. A Hybrid Agent-Based and Probabilistic Model for Fine-Grained Behavioural Energy Waste Simulation

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

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

    Article • Neurocomputing, November 2017, Elsevier

    Professor Mohamed Medhat Gaber

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

    Article • Journal of Sensor and Actuator Networks, August 2017, MDPI AG

    Professor Mohamed Medhat Gaber

  26. Deep reward shaping from demonstrations

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  27. A genetic algorithm approach to optimising random forests applied to class engineered data

    Article • Information Sciences, April 2017, Elsevier

    Professor Mohamed Medhat Gaber

  28. Expressive modeling for trusted big data analytics: techniques and applications in sentiment analysis

    Article • Big Data Analytics, February 2017, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  29. A Statistical Learning Method to Fast Generalised Rule Induction Directly from Raw Measurements

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  30. A rule dynamics approach to event detection in Twitter with its application to sports and politics

    Article • Expert Systems with Applications, August 2016, Elsevier

    Professor Mohamed Medhat Gaber

  31. Clustering-Based Spatio-Temporal Analysis of Big Atmospheric Data

    Article • March 2016, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  32. A fine-grained Random Forests using class decomposition: an application to medical diagnosis

    Article • Neural Computing and Applications, September 2015, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  33. Spatio-temporal analysis of Greenhouse Gas data via clustering techniques

    Article • May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  34. Adaptive mobile activity recognition system with evolving data streams

    Article • Neurocomputing, February 2015, Elsevier

    Professor Mohamed Medhat Gaber

  35. An efficient Self-Organizing Active Contour model for image segmentation

    Article • Neurocomputing, February 2015, Elsevier

    Professor Mohamed Medhat Gaber

  36. Autonomic Discovery of News Evolvement in Twitter

    Article • January 2015, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  37. A Scalable Expressive Ensemble Learning Using Random Prism: A MapReduce Approach

    Article • January 2015, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  38. Advances in Social Media Analysis

    Article • January 2015, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  39. Extraction of Unexpected Rules from Twitter Hashtags and its Application to Sport Events

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  40. Predicting Hot-Spots in Distributed Cloud Databases Using Association Rule Mining

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  41. Text stream mining for Massive Open Online Courses: review and perspectives

    Article • Systems Science & Control Engineering, October 2014, Taylor & Francis

    Professor Mohamed Medhat Gaber

  42. Fault detection in non-linear systems based on GP-EKF and GP-UKF algorithms

    Article • Systems Science & Control Engineering, October 2014, Taylor & Francis

    Professor Mohamed Medhat Gaber

  43. Random forests: from early developments to recent advancements

    Article • Systems Science & Control Engineering, October 2014, Taylor & Francis

    Professor Mohamed Medhat Gaber

  44. Large Scale and Big Data

    Article • June 2014, Taylor & Francis

    Professor Mohamed Medhat Gaber

  45. Data stream mining in ubiquitous environments: state-of-the-art and current directions

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, February 2014, Wiley

    Professor Mohamed Medhat Gaber

  46. Bigger data for big data: From Twitter to brain–computer interfaces

    Article • Behavioral and Brain Sciences, February 2014, Cambridge University Press

    Professor Mohamed Medhat Gaber

  47. Mining Recurring Concepts in a Dynamic Feature Space

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  48. A Concurrent SOM-Based Chan-Vese Model for Image Segmentation

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  49. Adaptive data stream mining for wireless sensor networks

    Article • January 2014, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  50. A Survey of SOM-Based Active Contour Models for Image Segmentation

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  51. Adopted Data Mining Methods

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  52. Astronomical Data Mining

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  53. Astronomy and Big Data

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  54. Astronomy, Galaxies and Stars: An Overview

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  55. Background

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  56. Conclusion and FutureWork

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  57. Conclusions, Discussion and Future Work

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  58. Context-Aware PDM (Coll-Stream)

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  59. Development of Data Mining Models

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  60. Diversified Random Forests Using Random Subspaces

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  61. Experimentation Results

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  62. Implementation of Pocket Data Mining

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  63. Introduction

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  64. Introduction

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  65. Pocket Data Mining Framework

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  66. Pocket Data Mining

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  67. Potential Applications of Pocket Data Mining

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  68. Research Methodology

    Article • January 2014, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  69. COLLABORATIVE DATA STREAM MINING IN UBIQUITOUS ENVIRONMENTS USING DYNAMIC CLASSIFIER SELECTION

    Article • International Journal of Information Technology & Decision Making, November 2013, World Scientific Pub Co Pte Lt

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  70. An Information-Theoretic Approach for Setting the Optimal Number of Decision Trees in Random Forests

    Article • October 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  71. An entropy-based approach to enhancing Random Forests

    Article • Intelligent Decision Technologies, September 2013, IOS Press

    Professor Mohamed Medhat Gaber

  72. MCCTA 2013: Welcome Message from the Workshop Organizers

    Article • September 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  73. Open Mobile Miner: A Toolkit for Building Situation-Aware Data Mining Applications

    Article • Journal of Organizational Computing and Electronic Commerce, July 2013, Taylor & Francis

    Professor Mohamed Medhat Gaber

  74. An overview of interactive visual data mining techniques for knowledge discovery

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, July 2013, Wiley

    Professor Mohamed Medhat Gaber

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

    Article • Journal of Computer and System Sciences, May 2013, Elsevier

    Professor Mohamed Medhat Gaber

  76. TRCM: A Methodology for Temporal Analysis of Evolving Concepts in Twitter

    Article • January 2013, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  77. Rule Type Identification Using TRCM for Trend Analysis in Twitter

    Article • January 2013, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  78. Data Science and Distributed Intelligence: Recent Developments and Future Insights

    Article • January 2013, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  79. Identifying Uncertain Galaxy Morphologies Using Unsupervised Learning

    Article • January 2013, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  80. Scaling up Data Mining Techniques to Large Datasets Using Parallel and Distributed Processing

    Article • January 2013, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  81. Deploying Mobile Software Agents for Distributed Data Mining on Wireless Sensor Networks: A Comparative Analysis

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  82. StreamAR: Incremental and Active Learning with Evolving Sensory Data for Activity Recognition

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  83. MARS: A Personalised Mobile Activity Recognition System

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  84. Mobile Data Stream Mining: From Algorithms to Applications

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  85. Journeys to Data Mining

    Article • January 2012, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  86. GARF: Towards Self-optimised Random Forests

    Article • January 2012, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  87. Density-Based Projected Clustering of Data Streams

    Article • January 2012, Springer Science + Business Media

    Dr. Marwan Hassani, Professor Mohamed Medhat Gaber

  88. Advanced Machine Learning Technologies and Applications

    Article • January 2012, Springer Science + Business Media

    Pouya Foudeh, Professor Mohamed Medhat Gaber, Dr Omar ABOU KHALED, Dr. Hesham A. Hefny

  89. Mobile Activity Recognition Using Ubiquitous Data Stream Mining

    Article • January 2012, Springer Science + Business Media

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  90. Introduction

    Article • January 2012, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  91. CBARS: Cluster Based Classification for Activity Recognition Systems

    Article • January 2012, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  92. Homogeneous and Heterogeneous Distributed Classification for Pocket Data Mining

    Article • January 2012, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  93. eRules: A Modular Adaptive Classification Rule Learning Algorithm for Data Streams

    Article • January 2012, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  94. Preface to the Third IEEE ICDM Workshop on Knowledge Discovery from Climate Data

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  95. Advances in data stream mining

    Article • Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, November 2011, Wiley

    Professor Mohamed Medhat Gaber

  96. Distributed hoeffding trees for pocket data mining

    Article • July 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  97. RA-SAX: Resource-Aware Symbolic Aggregate Approximation for Mobile ECG Analysis

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  98. KB-CB-N classification: Towards unsupervised approach for supervised learning

    Article • April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  99. Knowledge discovery from sensor data (SensorKDD)

    Article • ACM SIGKDD Explorations Newsletter, March 2011, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

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

    Article • Knowledge and Information Systems, February 2011, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  101. Energy-Aware Data Processing Techniques for Wireless Sensor Networks: A Review

    Article • January 2011, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  102. Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices

    Article • January 2011, Springer Science + Business Media

    Ernestina Menasalvas, Professor Mohamed Medhat Gaber

  103. Distributed Classification for Pocket Data Mining

    Article • January 2011, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  104. Advances in data stream mining for mobile and ubiquitous environments

    Article • January 2011, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  105. Resource-aware ECG analysis on mobile devices

    Article • January 2011, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  106. Enabling Scalable Semantic Reasoning for Mobile Services

    Article • January 2011, IGI Global

    Professor Mohamed Medhat Gaber

  107. Clutter-Adaptive Visualization for Mobile Data Mining

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  108. Pocket Data Mining: Towards Collaborative Data Mining in Mobile Computing Environments

    Article • October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  109. Adaptive Clutter-Aware Visualization for Mobile Data Stream Mining

    Article • October 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  110. Corona: Energy-Efficient Multi-query Processing in Wireless Sensor Networks

    Article • January 2010, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  111. Distributed data stream classification for wireless sensor networks

    Article • January 2010, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  112. Scientific Data Mining and Knowledge Discovery

    Article • January 2010, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  113. Situation-Aware Adaptive Visualization for Sensory Data Stream Mining

    Article • January 2010, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  114. Enabling Scalable Semantic Reasoning for Mobile Services

    Article • January 2010, IGI Global

    Professor Mohamed Medhat Gaber

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

    Article • Information Processing Letters, December 2009, Elsevier

    Professor Mohamed Medhat Gaber

  116. Cost efficient, adaptive reasoning strategies for pervasive service discovery

    Article • July 2009, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  117. Knowledge discovery from data streams

    Article • Intelligent Data Analysis, May 2009, IOS Press

    Professor Mohamed Medhat Gaber

  118. Introduction

    Article • January 2009, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  119. A Weighted Approach to Partial Matching for Mobile Reasoning

    Article • January 2009, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  120. Data Stream Mining

    Article • January 2009, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  121. Data Stream Mining Using Granularity-Based Approach

    Article • January 2009, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  122. Mobile Data Mining for Intelligent Healthcare Support

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  123. Knowledge Discovery from Sensor Data

    Article • December 2008, Taylor & Francis

    Professor Mohamed Medhat Gaber

  124. Clustering Distributed Time Series in Sensor Networks

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  125. Foundations of Adaptive Data Stream Mining for Mobile and Embedded Applications

    Article • December 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  126. A Rule Learning Approach to Energy Efficient Clustering in Wireless Sensor Networks

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  127. ARTS: Adaptive Rule Triggers on Sensors for Energy Conservation in Applications using Coarse-Granularity Data

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  128. Using association rules for energy conservation in wireless sensor networks

    Article • January 2008, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  129. On the Integration of Data Stream Clustering into a Query Processor for Wireless Sensor Networks

    Article • May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  130. Learning from Data Streams

    Article • January 2007, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  131. Resource-aware Online Data Mining in Wireless Sensor Networks

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Mohamed Medhat Gaber

  132. DETECTION AND CLASSIFICATION OF CHANGES IN EVOLVING DATA STREAMS

    Article • International Journal of Information Technology & Decision Making, December 2006, World Scientific Pub Co Pte Lt

    Professor Mohamed Medhat Gaber

  133. A Holistic Approach for Resource-aware Adaptive Data Stream Mining

    Article • New Generation Computing, November 2006, Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  134. Mining data streams

    Article • ACM SIGMOD Record, June 2005, ACM (Association for Computing Machinery)

    Professor Mohamed Medhat Gaber

  135. Data Stream Processing in Sensor Networks

    Article • Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  136. Introduction

    Article • Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  137. A Survey of Classification Methods in Data Streams

    Article • Springer Science + Business Media

    Professor Mohamed Medhat Gaber

  138. Data Science and Distributed Intelligence

    Article • IGI Global

    Professor Mohamed Medhat Gaber