Publications

M. Fındık, Ş Yılmaz, M. Koseoglu (2020). Random Forest Classification of Finger Movements using Electromyogram (EMG) Signals. 2020 IEEE SENSORS.

DOI

Bo-Jhang Ho, Bharathan Balaji, Mehmet Koseoglu, Sandeep Sandha, Siyou Pei, Mani Srivastava (2020). Quick Question: Interrupting Users for Microtasks with Reinforcement Learning. ICML Workshop on Human in the Loop Learning.

PDF

Mehmet Koseoglu, Ayca Ozcelikkale (2020). How to miss data? Reinforcement learning for environments with high observation cost. ICML Workshop on The Art of Learning with Missing Values.

PDF

A. Özçelikkale, M. Koseoglu, M. Srivastava, A. Ahlén (2019). DEEP Reinforcement Learning Based Energy Beamforming for Powering Sensor Networks. 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP).

DOI

Bo-Jhang Ho, Bharathan Balaji, Mehmet Koseoglu, Mani Srivastava (2018). Nurture: Notifying Users at the Right Time Using Reinforcement Learning. Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers.

PDF DOI

A. Özçelikkale, M. Koseoglu, M. Srivastava (2018). Optimization vs. Reinforcement Learning for Wirelessly Powered Sensor Networks. 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

DOI

M. Koseoglu (2017). Performance analysis of small data transmission schemes for cellular M2M communications. 2017 16th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net).

DOI

M. Koseoglu, E. Karasan, L. Chen (2017). Cross-Layer Energy Minimization for Underwater ALOHA Networks. IEEE Systems Journal.

DOI

A. Bereketli, İ Yazgı, B. Yeni, M. Koseoglu (2017). Battery-powered AUV network lifetime under energy constraints. OCEANS 2017 - Aberdeen.

DOI

M. Koseoglu (2017). Pricing-Based Load Control of M2M Traffic for the LTE-A Random Access Channel. IEEE Transactions on Communications.

DOI

A. Bereketli, M. Tumcakir, I. Yazgi, B. Yeni, M. Koseoglu, T. M. Duman (2017). Connectivity analysis of an AUV network with OFDM based communications. 2017 IEEE Underwater Technology (UT).

DOI

M. Koseoglu, A. Bereketli, I. Yazgi, B. Yeni (2016). Probabilistic broadcast for dense AUV networks. OCEANS 2016 MTS/IEEE Monterey.

DOI

M. Koseoglu (2016). Lower Bounds on the LTE-A Average Random Access Delay Under Massive M2M Arrivals. IEEE Transactions on Communications.

DOI

M. Koseoglu (2015). Smart pricing for service differentiation and load control of the LTE-A IoT system. 2015 IEEE 2nd World Forum on Internet of Things (WF-IoT).

DOI

M. Koseoglu, E. Karasan (2014). Energy-Optimum Throughput and Carrier Sensing Rate in CSMA-Based Wireless Networks. IEEE Transactions on Mobile Computing.

DOI

M. Koseoglu, E. Karasan (2014). Spatio-Temporal Analysis of Throughput for Single-Hop CSMA Networks. IEEE Communications Letters.

DOI

M. Koseoglu, E. Karasan (2013). Throughput Modeling of Single Hop CSMA Networks with Non-Negligible Propagation Delay. IEEE Transactions on Communications.

DOI

Mehmet Koseoglu, Ezhan Karasan, Murat Alanyali (2012). Effect of network density and size on the short-term fairness performance of CSMA systems. EURASIP Journal on Wireless Communications and Networking.

PDF DOI

Mehmet Koseoglu, Ezhan Karasan (2010). Joint resource and network scheduling with adaptive offset determination for optical burst switched grids. Future Generation Computer Systems.

PDF DOI

Mehmet Koseoglu, Ezhan Karasan (2007). Joint path and resource selection for OBS grids with adaptive offset based QoS mechanism. Proceedings of the first international conference on Networks for grid applications.