Mohamed Medhat Gaber

Mohamed Medhat Gaber, Shonali Krishnaswamy, Brett Gillick, Hasnain AlTaiar, Nicholas Nicoloudis, Jonathan Liono, Arkady B. Zaslavsky: Interactive self-adaptive clutter-aware visualisation for mobile data mining. J. Comput. Syst. Sci. 79(3): 369-382 (2013)

Indre Zliobaite, Albert Bifet, Mohamed Medhat Gaber, Bogdan Gabrys, Joao Gama, Leandro L. Minku, Katarzyna Musial: Next challenges for adaptive learning systems. SIGKDD Explorations 14(1): 48-55 (2012)

Frederic T. Stahl, Mohamed Medhat Gaber, Paul Aldridge, David May, Han Liu, Max Bramer, Philip S. Yu: Homogeneous and Heterogeneous Distributed Classification for Pocket Data Mining. T. Large-Scale Data- and Knowledge-Centered Systems 5: 183-205 (2012)

Mohamed Medhat Gaber: Advances in data stream mining. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 2(1): 79-85 (2012)

Zahraa Said Abdallah, Mohamed Medhat Gaber, Bala Srinivasan, Shonali Krishnaswamy: CBARS: Cluster Based Classification for Activity Recognition Systems. AMLTA 2012: 82-91

João Bártolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz: Mobile Activity Recognition Using Ubiquitous Data Stream Mining. DaWaK 2012: 130-141

Mohamed Bahy Bader-El-Den, Mohamed Medhat Gaber: GARF: Towards Self-optimised Random Forests. ICONIP (2) 2012: 506-515

Zahraa Said Abdallah, Mohamed Medhat Gaber, Bala Srinivasan, Shonali Krishnaswamy: StreamAR: Incremental and Active Learning with Evolving Sensory Data for Activity Recognition. ICTAI 2012: 1163-1170

Ranjani Nagarajan, Alfredo Cuzzocrea, Mohamed Medhat Gaber: Deploying Mobile Software Agents for Distributed Data Mining on Wireless Sensor Networks: A Comparative Analysis. ICTAI 2012: 1179-1185

Mohamed Medhat Gaber, Mohamed Bahy Bader-El-Den: Optimisation of Ensemble Classifiers using Genetic Algorithm. KES 2012: 39-48

Daniel Vaccaro-Senna, Mohamed Medhat Gaber: Incorporating Farthest Neighbours in Instance Space Classification. KES 2012: 345-355

Lorraine Chambers, Erik Tromp, Mykola Pechenizkiy, Mohamed Medhat Gaber: Mobile Sentiment Analysis. KES 2012: 470-479

João Bártolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz: MARS: A Personalised Mobile Activity Recognition System. MDM 2012: 316-319

Shonali Krishnaswamy, João Gama, Mohamed Medhat Gaber: Mobile Data Stream Mining: From Algorithms to Applications. MDM 2012: 360-363

Frederic Stahl, Mohamed Medhat Gaber, Manuel Martin Salvador: eRules: A Modular Adaptive Classification Rule Learning Algorithm for Data Streams. SGAI Conf. 2012: 65-78

Marwan Hassani, Pascal Spaus, Mohamed Medhat Gaber, Thomas Seidl: Density-Based Projected Clustering of Data Streams. SUM 2012: 311-324

Suan Khai Chong, Mohamed Medhat Gaber, Shonali Krishnaswamy, Seng Wai Loke: Energy conservation in wireless sensor networks: a rule-based approach. Knowl. Inf. Syst. 28(3): 579-614 (2011)

Suan Khai Chong, Mohamed Medhat Gaber, Shonali Krishnaswamy, Seng Wai Loke: Energy-Aware Data Processing Techniques for Wireless Sensor Networks: A Review. T. Large-Scale Data- and Knowledge-Centered Systems 3: 117-137 (2011)

Zahraa Said Abdallah, Mohamed Medhat Gaber: KB-CB-N classification: Towards unsupervised approach for supervised learning. CIDM 2011: 283-290

Shonali Krishnaswamy, Joao Gama, Mohamed Medhat Gaber: Advances in data stream mining for mobile and ubiquitous environments. CIKM 2011: 2607-2608

João Bártolo Gomes, Mohamed Medhat Gaber, Pedro A. C. Sousa, Ernestina Menasalvas Ruiz: Context-Aware Collaborative Data Stream Mining in Ubiquitous Devices. IDA 2011: 22-33

Frederic Stahl, Mohamed Medhat Gaber, Max Bramer, Philip S. Yu: Distributed hoeffding trees for pocket data mining. HPCS 2011: 686-692

Frederic T. Stahl, Mohamed Medhat Gaber, Han Liu, Max Bramer, Philip S. Yu: Distributed Classification for Pocket Data Mining. ISMIS 2011: 336-345

Hossein Tayebi, Shonali Krishnaswamy, Agustinus Borgy Waluyo, Abhijat Sinha, Mohamed Medhat Gaber: RA-SAX: Resource-Aware Symbolic Aggregate Approximation for Mobile ECG Analysis. Mobile Data Management (1) 2011: 289-290

Abhijat Sinha, Hossein Tayebi, Shonali Krishnaswamy, Agustinus Borgy Waluyo, Mohamed Medhat Gaber: Resource-aware ECG analysis on mobile devices. SAC 2011: 1012-1013

Varun Chandola, Olufemi A. Omitaomu, Auroop R. Ganguly, Ranga Raju Vatsavai, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 12(2): 50-53 (2010)

Raymes Khoury, Tim Dawborn, Bulat Gafurov, Glen Pink, Edmund Tse, Quincy Tse, K. Almi'Ani, Mohamed Medhat Gaber, Uwe Röhm, Bernhard Scholz: Corona: Energy-Efficient Multi-query Processing in Wireless Sensor Networks. DASFAA (2) 2010: 416-419

Brett Gillick, Hasnain AlTaiar, Shonali Krishnaswamy, Jonathan Liono, Nicholas Nicoloudis, Abhijat Sinha, Arkady B. Zaslavsky, Mohamed Medhat Gaber: Clutter-Adaptive Visualization for Mobile Data Mining. ICDM Workshops 2010: 1381-1384

Mohamed Medhat Gaber, Shonali Krishnaswamy, Brett Gillick, Nicholas Nicoloudis, Jonathan Liono, Hasnain AlTaiar, Arkady B. Zaslavsky: Adaptive Clutter-Aware Visualization for Mobile Data Stream Mining. ICTAI (2) 2010: 304-311

Frederic T. Stahl, Mohamed Medhat Gaber, Max Bramer, Philip S. Yu: Pocket Data Mining: Towards Collaborative Data Mining in Mobile Computing Environments. ICTAI (2) 2010: 323-330

Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi: Distributed data stream classification for wireless sensor networks. SAC 2010: 1629-1630

Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy: Data Stream Mining. Data Mining and Knowledge Discovery Handbook 2010: 759-787

Mohamed Medhat Gaber, Ranga Raju Vatsavai, Olufemi A. Omitaomu, João Gama, Nitesh V. Chawla, Auroop R. Ganguly (Eds.): Knowledge Discovery from Sensor Data, Second International Workshop, Sensor-KDD 2008, Las Vegas, NV, USA, August 24-27, 2008, Revised Selected Papers. Lecture Notes in Computer Science 5840, Springer 2010, isbn 978-3-642-12518-8

João Gama, Auroop R. Ganguly, Olufemi A. Omitaomu, Ranga Raju Vatsavai, Mohamed Medhat Gaber: Knowledge discovery from data streams. Intell. Data Anal. 13(3): 403-404 (2009)

Pari Delir Haghighi, Arkady B. Zaslavsky, Shonali Krishnaswamy, Mohamed Medhat Gaber, Seng Wai Loke: Context-aware adaptive data stream mining. Intell. Data Anal. 13(3): 423-434 (2009)

Luke Steller, Shonali Krishnaswamy, Mohamed Medhat Gaber: Enabling Scalable Semantic Reasoning for Mobile Services. Int. J. Semantic Web Inf. Syst. 5(2): 91-116 (2009)

Mohamed Medhat Gaber, Uwe Röhm, Karel Herink: An analytical study of central and in-network data processing for wireless sensor networks. Inf. Process. Lett. 110(2): 62-70 (2009)

Olufemi A. Omitaomu, Ranga Raju Vatsavai, Auroop R. Ganguly, Nitesh V. Chawla, Joao Gama, Mohamed Medhat Gaber: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 11(2): 84-87 (2009)

Pari Delir Haghighi, Arkady B. Zaslavsky, Shonali Krishnaswamy, Mohamed Medhat Gaber: Mobile Data Mining for Intelligent Healthcare Support. HICSS 2009: 1-10

Luke Albert Steller, Shonali Krishnaswamy, Mohamed Medhat Gaber: A Weighted Approach to Partial Matching for Mobile Reasoning. International Semantic Web Conference 2009: 618-633

Mohamed Medhat Gaber: Data Stream Mining Using Granularity-Based Approach. Foundations of Computational Intelligence (6) 2009: 47-66

Olufemi A. Omitaomu, Auroop R. Ganguly, João Gama, Ranga Raju Vatsavai, Nitesh V. Chawla, Mohamed Medhat Gaber (Eds.): Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, Paris, France, June 28, 2009. ACM 2009, isbn 978-1-60558-668-7

Ranga Raju Vatsavai, Olufemi A. Omitaomu, Joao Gama, Nitesh V. Chawla, Mohamed Medhat Gaber, Auroop R. Ganguly: Knowledge discovery from sensor data (SensorKDD). SIGKDD Explorations 10(2): 68-73 (2008)

Uwe Röhm, Mohamed Medhat Gaber, Quincy Tse: Enabling Resource-Awareness for In-Network Data Processing in Wireless Sensor Networks. ADC 2008: 95-102

Pari Delir Haghighi, Shonali Krishnaswamy, Arkady B. Zaslavsky, Mohamed Medhat Gaber: Reasoning about Context in Uncertain Pervasive Computing Environments. EuroSSC 2008: 112-125

Jie Yin, Mohamed Medhat Gaber: Clustering Distributed Time Series in Sensor Networks. ICDM 2008: 678-687

Suan Khai Chong, Mohamed Medhat Gaber, Seng Wai Loke, Shonali Krishnaswamy: ARTS: Adaptive Rule Triggers on Sensors for Energy Conservation in Applications using Coarse-Granularity Data. ICESS 2008: 314-321

Pari Delir Haghighi, Brett Gillick, Shonali Krishnaswamy, Mohamed Medhat Gaber, Arkady B. Zaslavsky: Situation-Aware Adaptive Visualization for Sensory Data Stream Mining. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 43-58

Suan Khai Chong, Shonali Krishnaswamy, Seng Wai Loke, Mohamed Medhat Gaber: Using association rules for energy conservation in wireless sensor networks. SAC 2008: 971-975

Osnat Horovitz, Shonali Krishnaswamy, Mohamed Medhat Gaber: A fuzzy approach for interpretation of ubiquitous data stream clustering and its application in road safety. Intell. Data Anal. 11(1): 89-108 (2007)

Nhan Duc Phung, Mohamed Medhat Gaber, Uwe Röhm: Resource-aware Online Data Mining in Wireless Sensor Networks. CIDM 2007: 139-146

Bernhard Scholz, Mohamed Medhat Gaber, Tim Dawborn, Raymes Khoury, Edmund Tse: Efficient Time Triggered Query Processing in Wireless Sensor Networks. ICESS 2007: 391-402

Uwe Röhm, Bernhard Scholz, Mohamed Medhat Gaber: On the Integration of Data Stream Clustering into a Query Processor for Wireless Sensor Networks. MDM 2007: 331-335

Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy: A Survey of Classification Methods in Data Streams. Data Streams - Models and Algorithms 2007: 39-59

Mohamed Medhat Gaber, Philip S. Yu: Detection and Classification of Changes in Evolving Data Streams. International Journal of Information Technology and Decision Making 5(4): 659-670 (2006)

Mohamed Medhat Gaber, Philip S. Yu: A Holistic Approach for Resource-aware Adaptive Data Stream Mining. New Generation Comput. 25(1): 95-115 (2006)

Brett Gillick, Shonali Krishnaswamy, Mohamed Medhat Gaber, Arkady B. Zaslavsky: Visualisation of Fuzzy Classification of Data Elements in Ubiquitous Data Stream Mining. IWUC 2006: 29-38

Mohamed Medhat Gaber, Philip S. Yu: A framework for resource-aware knowledge discovery in data streams: a holistic approach with its application to clustering. SAC 2006: 649-656

Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady B. Zaslavsky: Resource-aware Mining of Data Streams. J. UCS 11(8): 1440-1453 (2005)

Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy: Mining data streams: a review. SIGMOD Record 34(2): 18-26 (2005)

Osnat Horovitz, Mohamed Medhat Gaber, Shonali Krishnaswamy: Making Sense of Ubiquitous Data Streams - A Fuzzy Logic Approach. KES (2) 2005: 922-928

Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady B. Zaslavsky: Cost-Efficient Mining Techniques for Data Streams. ACSW Frontiers 2004: 109-114

Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy: Towards an Adaptive Approach for Mining Data Streams in Resource Constrained Environments. DaWaK 2004: 189-198

Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady B. Zaslavsky: A Wireless Data Stream Mining Model. Wireless Information Systems 2004: 152-160