2018

Lieser, Patrick ; Alhamoud, Alaa ; Nima, Hosam ; Richerzhagen, Björn ; Huhle, Sanja ; Böhnstedt, Doreen ; Steinmetz, Ralf (2018)
Situation Detection based on Activity Recognition in Disaster Scenarios.
In: 15 th International Conference on Information Systems for Crisis Response and Management
Buchkapitel, Bibliographie

2017

Alkhatib, Wael ; Alhamoud, Alaa ; Böhnstedt, Doreen ; Steinmetz, Ralf (2017)
Hybrid Model for Large Scale Forecasting of power Consumption.
In: International Work-Conference on Artifical Neural Networks
Buchkapitel, Bibliographie

Alkhatib, Wael ; Alhamoud, Alaa ; Böhnstedt, Doreen ; Steinmetz, Ralf (2017)
Hybrid Models for Short-Term Load Forecasting Using Clustering and Time Series.
In: International Work-Conference on Artifical Neural Networks
Buchkapitel, Bibliographie

2016

Alhamoud, Alaa (2016)
Fine-Granular Sensing of Power Consumption - A New Sensing Modality for an Accurate Detection, Prediction and Forecasting of Higher-Level Contextual Information in Smart Environments.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

Alhamoud, Alaa ; Muradi, Vaidehi ; Böhnstedt, Doreen ; Steinmetz, Ralf (2016)
Activity Recognition in Multi-User Eniviroments Using Techniques of Multi-label Classification.
In: Proceedings of the 6th International Conference on the Internet of Things
Buchkapitel, Bibliographie

Englert, Frank ; Lieser, Patrick ; Alhamoud, Alaa ; Böhnstedt, Doreen ; Steinmetz, Ralf (2016)
LigthMon: Apportioning the Effect of ligth Switching Events on the Electricity Consumtion of Buildings.
In: 16 Proceedings of the 2016 International Conference on Embedded Wireless Systems and Networks
Buchkapitel, Bibliographie

2015

Englert, Frank ; Lieser, Patrick ; Alhamoud, Alaa ; Boehstedt, Doreen ; Steinmetz, Ralf (2015)
Electricity-Metering in a Connected World: Virtual Sensors for Estimating the Electricity Consumption of IoT Applicances.
In: The 3rd International Conference on Future Internet of Things an Cloud
Buchkapitel, Bibliographie

Lieser, Patrick ; Englert, Frank ; Alhamoud, Alaa ; Burgstahler, Daniel ; Boehnstedt, Doreen (2015)
Towards Virtual Sensor for Estimating the Electricity Consumption of Networked Appliances.
In: The sixth ACM International Conference on Future Energy Systems ACM e-Energy
Buchkapitel, Bibliographie

Englert, Frank ; Rettberg-Päplow, Marius ; Kössler, Sebastian ; Alhamoud, Alaa ; Nguyen, The An Binh ; Böhnstedt, Doreen ; Steinmetz, Ralf (2015)
Enhancing User Privacy by Data Driven Selection Mechanisms for Finding Transmission-Relevant Data Samples in Energy Recommender Systems.
In: International Conference and Workshops on Networket Systems (NetSys 2015)
Buchkapitel, Bibliographie

Alhamoud, Alaa ; Xu, Peiwei ; Englert, Frank ; Scholl, Philipp ; Nguyen, The An Binh ; Böhnstedt, Doreen ; Steinmetz, Ralf (2015)
Evaluation of User Feedback in Smart Home for Situational Context Identification.
In: Proceedings of the11th Workshop on Context and Activity Modeling and Recognition PerCom 2015i
Buchkapitel, Bibliographie

Alhamoud, Alaa ; Xu, Pei ; Englert, Frank ; Scholl, Philipp ; Nguyen, The An Binh ; Böhnstedt, Doreen ; Steinmetz, Ralf (2015)
Evaluation of User Feedback in Smart Home for Situational Context Identification.
St. Louis, MO, USA
doi: 10.1109/PERCOMW.2015.7133987
Konferenzveröffentlichung, Bibliographie

Alhamoud, Alaa ; Xu, Peiwei ; Reinhardt, Andreas ; Englert, Frank ; Scholl, Philipp ; Boehnstedt, Doreen ; Steinmetz, Ralf (2015)
Extracting Human Behavior Patterns from Appliance-level Power Consumption Data.
In: Wireless Sensor Networks.12th European Conference EWSN 2015
Buchkapitel, Bibliographie

2014

Alhamoud, Alaa ; Kreger, Michael ; Afifi, Haitham ; Gottron, Christian ; Burgstahler, Daniel ; Englert, Frank ; Boehnstedt, Doreen ; Steinmetz, Ralf
Hrsg.: Aschenbruck, Nils ; Kanhere, Salil ; Akkaya, Kemal (2014)
Empirical Investigation of the Effect of the Door`s State on Received Signal Strength in Indoor Enviroments At 2.4 GHz.
10th IEEE International Workshop on Performance and Management of Wireless and Mobile Networks (IEEE P2MNET 2014). Edmonton, Canada (08.09.2014-11.09.2014)
Konferenzveröffentlichung, Bibliographie

Alhamoud, Alaa ; Nairy, Arum Asokan ; Gottron, Christian ; Boehnstedt, Doreen ; Steinmetz, Ralf (2014)
Presence Detection, Indentification and Tracking in Smart Homes Utilizing Bluetooth Enabled.
In: Proceedings of the 14th International Workshop on Wireless Local Networks (IEEE WLN 2014)
Buchkapitel, Bibliographie

Alhamoud, Alaa ; Ruettiger, Felix ; Reinhardt, Andreas ; Englert, Frank ; Burgstahler, Daniel ; Boehnstedt, Doreen ; Gottron, Christian ; Steinmetz, Ralf (2014)
Smartenergy. KOM: An Intelligent System for Energy Saving in Smart Home.
In: Proceedings of the 3rd IEEE LCN International Workshop on GIObal Trends in SMART
Buchkapitel, Bibliographie

Englert, Frank ; El`Hindi, Ahmad ; Burgstahler, Daniel ; Alhamoud, Alaa ; Steinmetz, Ralf (2014)
Reducing the Electricity Consumption of Large Outdoor LED Advertising Screens.
In: Proceedings of the fifth International Conference on Future Energy Systems (ACM e-Energy)
Buchkapitel, Bibliographie

2013

Englert, Frank ; Diaconita, Irina ; Reinhardt, Andreas ; Alhamoud, Alaa ; Steinmetz, Ralf (2013)
Reduce the Number of Sensor: Sensing Acoustic Emissions to Estimate Appliance Energy Usage.
In: 5th ACM Workshop On Embedded Systems For Energy-Efficient Buildings
Buchkapitel, Bibliographie

Buegstahler, Daniel ; Bergsträßer, Sonja ; Böhnstedt, Doreen ; Reinhardt, Andreas ; Alhamoud, Alaa ; Englert, Frank ; Schmitt, Johannes ; Steinmetz, Ralf (2013)
CPaaS: Context Processing as a Service.
In: PIK - Praxis der Informationsverarbeitung und Kommunikation, 36 (47)
Artikel, Bibliographie