Shahriar Nirjon

2023

• SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems.
  Mahathir Monjur, Yubo Luo, Zhenyu Wang, and Shahriar Nirjon. In the 21st ACM International Conference on Mobile Systems, Applications, and Services (MobiSys '23) , Helsinki, Finland, June 2023. [conf]
• CarFi: Rider Side Localization using Wi-Fi CSI.
  Sirajum Munir, Hongkai Chen, Shiwei Fang, Mahathir Monjur, Shan Lin, and Shahriar Nirjon. In the 20th IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS '23), Toronto, Canada, September 2023. [conf]

2022

• Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning.
  Seulki Lee, and Shahriar Nirjon. In the IEEE International Conference on Pervasive Computing and Communications (PerCom '22), Pisa, March 2022. [pdf] [YouTube]
• An Empirical Analysis of Perforated Audio Classification.
  Mahathir Monjur, and Shahriar Nirjon. In the 1st ACM International Workshop on Intelligent Acoustic Systems and Applications (IASA '22), Portland, July 2022. [pdf]

2021

• SmartOn: Just-in-Time Active Event Detection on Energy Harvesting Systems.
  Yubo Luo, and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '21), Virtual, July 2021. [pdf]
• Deep Functional Network (DFN): Semantic Interpretation of DNNs for Intelligent Sensing Systems.
  Seulki Lee, and Shahriar Nirjon. In the 20th International Conference on Information Processing in Sensor Networks (IPSN '21), 12 pg, Nashville, TN, May 2021. [pdf]
• Sound-Adapter: Multi-Source Domain Adaptation for Acoustic Classification Through Domain Discovery.
  Md Tamzeed Islam, and Shahriar Nirjon. In the 20th International Conference on Information Processing in Sensor Networks (IPSN '21), 12 pg, Nashville, TN, May 2021. [pdf]

2020

• Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems.
  Bashima Islam, and Shahriar Nirjon. ACM Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UBICOMP '20) [pdf]
• Intelligent Chargers will Make Mobile Devices Live Longer.
  Alma Probstl, Bashima Islam, Shahriar Nirjon, Naehyuck Chang, and Samarjit Chakraborty. IEEE Design and Test, 37(5), pp.42-49, 2020. [pdf]
• Intermittent Learning: On-Device Machine Learning on Intermittently Powered System.
  Seulki Lee, Bashima Islam, Yubo Luo, and Shahriar Nirjon. Proceedings of ACM on Interactive, Mobile, Wearable, and Ubiquitous Computing (IMWUT) (UbiComp 2020), Cancun, Mexico, September 2020. [pdf]
• Fast and Scalable In-memory Deep Multitask Learning via Neural Weight Virtualization.
  Seulki Lee, and Shahriar Nirjon. Proceedings of the 18th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys 2020), Toronto, Canada, June 2020. [pdf]
• Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-FreeNamed Gesture Recognition.
  Md Tamzeed Islam, and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '20), Los Angeles, CA, May 2020. [pdf]
• EyeFi: Fast Human Identification Through Vision and WiFi-based Trajectory Matching.
  Shiwei Fang, Md Tamzeed Islam, Sirajum Munir, and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '20), Los Angeles, CA, May 2020. [pdf]
• SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training.
  Seulki Lee, and Shahriar Nirjon. Proceedings of the 26th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2020), Sydney, Australia, April 2020. [pdf]
• Scheduling Computational and Energy Harvesting Tasks in Deadline-Aware Intermittent Systems.
  Bashima Islam, and Shahriar Nirjon. Proceedings of the 26th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2020), Sydney, Australia, April 2020. [pdf]
• SuperRF: Enhanced 3D RF Representation Using Stationary Low-Cost mmWave Radar.
  Shiwei Fang and Shahriar Nirjon. Proceedings of International Conference on Embedded Wireless Systems and Networks (EWSN), Lyon, France, February 2020. [pdf]
• (Workshop) Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation.
  Seulki Lee and Shahriar Nirjon. In the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things (AIChallengeIoT 2020), Virtual Event, Japan, November, 2020. (BEST PAPER AWARD) [pdf]
• (Workshop) Dataset: Person Tracking and Identification using Cameras and Wi-Fi Channel State Information (CSI) from Smartphones.
  Shiwei Fang, Sirajum Munir, and Shahriar Nirjon. Proceedings of the 18th Conference on Embedded Networked Sensor Systems (SenSys 2020), Virtual Event, Japan, November 2020. [pdf]
• (Demo) Fusing WiFi and Camera for Fast Motion Tracking and Person Identification.
  Shiwei Fang, Sirajum Munir, and Shahriar Nirjon. Proceedings of International Conference on Embedded Wireless Systems and Networks (EWSN), Lyon, France, February 2020. [pdf]

2019

• Neuro.ZERO: A Zero-Energy Neural Network Accelerator for Embedded Sensing and Inference Systems.
  Seulki Lee, and Shahriar Nirjon. In the 17th ACM Conference on Embedded Networked Sensor Systems (SenSys '19), 12 pg, New York, NY, November 2019. [pdf]
• SoundSemantics: Exploiting Semantic Knowledge in Text for Embedded Acoustic Event Classification.
  Md Tamzeed Islam, and Shahriar Nirjon. In the 18th International Conference on Information Processing in Sensor Networks (IPSN '19), 12 pg, Montreal, Canada, April 2019. [pdf]
• ZenCam: Context-Driven Control of Autonomous Body Cameras.
  Shiwei Fang, Ketan Mayer-Patel, and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '19), 8 pg, Santorini Island, Greece, May 2019. (BEST PAPER AWARD) [pdf]
• Securing the Insecure Link of Internet-of-Things Using Next-Generation Smart Gateways.
  Syed Rafiul Hussain, Elisa Bertino, and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '19), 8 pg, Santorini Island, Greece, May 2019. [pdf]
• Improving Pedestrian Safety in Cities using Intelligent Wearable Systems.
  Stephen Xia, Daniel de Godoy, Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon, Peter R. Kinget, and Xiaofan Jiang. The IEEE Internet of Things Journal, March 2019. [pdf]
• (Workshop) Non-Line-of-Sight Around the Corner Human Presence Detection Using Commodity WiFi Devices.
  Shiwei Fang, Ron Alterovitz, and Shahriar Nirjon. The 1st ACM International Workshop on Device-Free Human Sensing (DFHS '19), 4 pg, New York, NY, August 2019. [pdf]
• (Workshop) A False Sense of Home Security - Exposing the Vulnerability in Away Mode of Smart Plugs.
  Austin Wang, and Shahriar Nirjon. International Workshop on Mobile and Pervasive Internet of Things (PerIoT '19), 6 pg, Kyoto, Japan, March 2019. [pdf]
• (WIP) Time-Aware Deep Intelligence on Batteryless Systems.
  Bashima Islam, Seulki Lee, and Shahriar Nirjon. In 25th IEEE Real-Time and Embedded Technol-ogy and Applications Symposium (RTAS '19), 4 pg, Montreal, Canada, April 2019. [pdf]
• (WIP) SpotON: Just-in-Time Active Event Detection onEnergy Autonomous Sensing Systems.
  Yubo Luo, and Shahriar Nirjon. In 25th IEEE Real-Time and Embedded Technol-ogy and Applications Symposium (RTAS '19), 4 pg, Montreal, Canada, April 2019. [pdf]
• (WIP) LoRaIn: Making a Case for LoRa in Indoor Localization.
  Bashima Islam, Md Tamzeed Islam, Jasleen Kaur, and Shahriar Nirjon. IEEE International Conference on Pervasive Computing and Communications (PerCom '19), 4 pg, Kyoto, Japan, March 2019. [pdf]
• (Poster) On-Device Training from Sensor Data on Batteryless Platforms.
  Bashima Islam, Yubo Luo, Seulki Lee, and Shahriar Nirjon. In the 18th International Conference on Information Processing in Sensor Networks (IPSN '19), 2 pg, Montreal, Canada, April 2019. [pdf]

2018

• Lifelong Learning on Harvested Energy.
  Shahriar Nirjon. In 16th Annual International Conference on Mobile Systems, Applications, and Services (MOBISYS '18), June 10–15, 2018, Munich, Germany. [pdf]
• Duty-Cycle-Aware Real-Time Scheduling of Wireless Links in Low Power WANs.
  Md Tamzeed Islam, Bashima Islam, and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '18), 8 pg, New York, June 2018. [pdf]
• Deep Beacon: Image Storage and Broadcast over BLE Using Variational Autoencoder Generative Adversarial Network.
  Chong Shao and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '18), 8 pg, New York, June 2018. [pdf]
• Knowledge Transfer Between Embedded Controllers.
  Seulki Lee and Shahriar Nirjon. In the International Conference on Distributed Computing in Sensor Systems (DCOSS '18), 8 pg, New York, June 2018. [pdf]
• Rethinking Ranging of Unmodified BLE Peripherals in Smart City Infrastructure.
  Bashima Islam, Mostafa Uddin, Sarit Mukherjee, and Shahriar Nirjon. In ACM Multimedia Systems Conference (MMSys '18), 12 pg, Amsterdam, June 2018. [pdf]
• Glimpse.3D: A Motion-Triggered Stereo Body Camera for 3D Experience Capture and Preview.
  Bashima Islam, Md Tamzeed Islam, and Shahriar Nirjon. In the 17th International Conference on Information Processing in Sensor Networks (IPSN '18), 12 pg, Porto, Portugal, April 2018. [pdf]
• Secure Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices.
  Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, and Elisa Bertino. IEEE Transactions on Mobile Computing, Volume: 17, Issue:4, On Page(s): 927-944, April 2018. [pdf]
• MARBLE: Mobile Augmented Reality Using a Distributed BLE Beacon Infrastructure.
  Chong Shao, Bashima Islam, and Shahriar Nirjon. In ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI '18), 12 pg, Orlando, Florida, April 2018. [pdf]
• PAWS: A Wearable Acoustic System for Pedestrian Safety.
  Daniel de Godoy, Bashima Islam, Stephen Xia, Md Tamzeed Islam, Rishikanth Chandrasekaran, Yen-Chun Chen, Shahriar Nirjon, Peter Kinget, and Xiaofan Jiang. In ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI '18), 12 pg, Orlando, Florida, April 2018. [pdf]
• (Demo) AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar.
  Shiwei Fang, and Shahriar Nirjon. In the 16th ACM Conference on Embedded Networked Sensor Systems (SenSys '18), 2 pg., Shenzhen, China, November 2018. [pdf]
• (Demo) A Motion-Triggered Stereo Camera for 3D Experience Capture.
  Bashima Islam, Md Tamzeed Islam, and Shahriar Nirjon. In the 17th International Conference on Information Processing in Sensor Networks (IPSN '18), 2 pg, Porto, Portugal, April 2018. [pdf]
• (Demo) Image Storage and Broadcast over BLE with Deep Neural Network Autoencoding.
  Chong Shao and Shahriar Nirjon. In ACM/IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI '18), 2 pg, Orlando, Florida, April 2018. [pdf]

2017

• SoundSifter: Mitigating Overhearing of Continuous Listening Devices
  Tamzeed Islam, Bashima Islam, and Shahriar Nirjon. In Proc. of 15th ACM International Conference on Mobile Systems, Applications, and Services (MobiSys '17), 12 pg, Niagara Falls, NY, June 2017. [pdf]
• ImageBeacon: Broadcasting Color Images over Connectionless Bluetooth LE Packets.
  Chong Shao and Shahriar Nirjon. In Proc. of 2nd IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI '17), 12 pg, Pittsburg, PA, April 2017. [pdf]
• SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices.
  Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, and Elisa Bertino. In Proc. of the International Conference on Embedded Wireless Systems and Networks (EWSN '17), 12 pg, Uppsala, Sweden, February 2017. (BEST PAPER NOMINEE) [pdf]
• Preventive Maintenance of Centralized HVAC Systems: Use of Acoustic Sensors, Feature Extraction, and Unsupervised Learning
  Ravi Srinivasan, Md Tamzeed Islam, Bashima Islam, Zeyu Wang, Tamim Sookoor, Omprakash Gnawali, Shahriar Nirjon. In Proc. of Building Simulation, 6 pg, San Francisco, CA, August 2017. [pdf]
• (Workshop) Distributed Adaptive Model Predictive Control of a Cluster of Autonomous and Context-Sensitive Body Cameras.
  Shiwei Fang, Ketan Patel, and Shahriar Nirjon. In Proc. of 3rd ACM Workshop on Wearable Systems (WearSys '17), 6 pg, Niagara Falls, NY, June 2017. [pdf]
• (Demo) Image Storage and Broadcast via Bluetooth Low Energy Beacons
  Chong Shao and Shahriar Nirjon. In Proc. of 2nd IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI 2017), 2 pg, Pittsburg, PA, April 2017. [pdf]
• (Workshop) Characterizing Road Segments Using Compass Sensors to Predict Approaching Bus Stops.
  Danila Chenchik, Jia Chen, Stephen Yan, and Shahriar Nirjon. First International Workshop on Mobile and Pervasive Internet of Things (PerIoT '17), Kona, Big Island, Hawaii, March 2017. [pdf]
• (Poster) Seamless and Secure Bluetooth LE Connection Migration.
  Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, and Elisa Bertino. ACM Conference on Data and Application Security and Privacy (CODASPY '17), Arizona, March 2017. [pdf]

2016

• AsthmaGuide: An Asthma Monitoring and Advice Ecosystem.
  Ho-Kyeong Ra, Asif Salekin, Hee Jung Yoon, Jeremy Kim, Shahriar Nirjon, David J. Stone, Sujeong Kim, Jong Myung Lee, Sang Hyuk Son, and John Stankovic. In Proc. of the Annual Wireless Health Conference of the IEEE Engineering in Medicine and Biology Society (WH '16), 8 pg, Bethesda, MD, October 2016. [pdf]
• Years-Long Binary Image Broadcast using Bluetooth Low Energy Beacons
  Chong Shao, Shahriar Nirjon, and Jan-Michael Frahm. In Proc. of the 14th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '16), 8 pg, Washington DC, May 2016. [pdf]
• (Demo) SEUS - A Wearable Multi-Channel Acoustic Headset Platform to Improve Pedestrian Safety.
  Rishikanth Chandrasekaran, Daniel de Godoy, Stephen Xia, Md Tamzeed Islam, Bashima Islam, Shahriar Nirjon, Peter Kinget, and Xiaofan Jiang. In Proc of the 14th ACM Conference on Embedded Networked Sensor Systems (SenSys '16), Stanford, CA, November 2016. (BEST DEMO RUNNER UP)
• (Poster) Sensemo: An Emotion Sensing System using Physiological Cues
  Karan Joshi, Shan Lin, Shahriar Nirjon, and Hao Tsung Yang. In Proc. of the 17th International Workshop on Mobile Computing Systems and Application (HotMobile '16), 2 pg, St. Augustine, FL, February 2016.

2015

• TypingRing: A Wearable Ring Platform for Text Input.
  Shahriar Nirjon, Jeremy Gummeson, Dan Gelb, and Kyu-Han Kim. In Proc. Of the 13th International Conference on Mobile Systems, Applications, and Services (MOBISYS '15),14 pages, Florence, Italy, 2015. [pdf]
• (Short Paper) Defense Against Unintended Acoustic Sensing.
  Shahriar Nirjon. In the 9th Layered Assurance Workshop (LAW '15) affiliated with Annual Computer Security Applications Conference (ACSAC '15), 1 pg, Los Angeles, CA, December 2015.

2014

• MultiNets: A System for Real-Time Switching between Multiple Network Interfaces on Mobile Devices.
  Shahriar Nirjon, Angela Nicoara, Cheng-Hsin Hsu, Jatinder Singh, and John Stankovic. ACM Transaction on Embedded Computing Systems (TECS), Vol. 13, No. 4s, Art. 121, 25 pages, April 2014. [pdf]
• MOBI-COG: A Mobile Application for Instant Screening of Dementia Using the Mini-Cog Test.
  Shahriar Nirjon, Ifat Afrin Emi, Md Abu Sayeed Mondol, Asif Salekin, and John A. Stankovic. In Wireless Health 2014, 8 pages, Bethesda, MD, 2014. [pdf]
• COIN-GPS: Indoor Localization from Direct GPS Receiving.
  Shahriar Nirjon, Jie Liu, Bodhi Priyantha, Gerald Dejean, Yuzhe Jin, and Ted Hart. In Proc. of the 12th International Conference on Mobile Systems, Applications, and Services (MobiSys '14), 14 pages, Bretton Woods, NH, 2014. (BEST PAPER AWARD) [pdf]
• Kintense: A Robust, Accurate, Real-Time and Evolving System for Detecting Aggressive Actions from Streaming 3D Skeleton Data.
  Shahriar Nirjon, Chris Greenwood, Carlos Torres, Stefanie Zhou, John A. Stankovic, Hee Jung Yoon, Ho-Kyeong Ra, Can Basaran, Taejoon Park, and Sang H. Son. In Proc. of the 12th IEEE International Conference on Pervasive Computing and Communications (PerCom '14), 9 pages, Budapest, 2014. [pdf]
• Kinspace: Passive Obstacle Detection via Kinect.
  Chris Greenwood, Shahriar Nirjon, John Stankovic, Ho-Kyeong Ra, Hee Jung Yoon, and Sang Son. In Proc. of the 11th European Conference on Wireless Sensor Networks (EWSN '14), 16 pages, Oxford, UK, 2014. [pdf]
• RESONATE: Improving Speech Classification in Home Environments Using Reverberant Environment Simulation.
  Robert F. Dickerson, Enamul Hoque, Philip Asare, Shahriar Nirjon, and John A. Stankovic. In Proc. of the 13th Sensor Networks (IPSN '14), 12 pages, Berlin, Germany, 2014.

2013

• Auditeur: A Mobile-Cloud Service Platform for Acoustic Event Detection on Smartphones.
  Shahriar Nirjon, Robert Dickerson, Philip Asare, Qiang Li, Dezhi Hong, John Stankovic, Pan Hu, Guobin Shen, and Xiaofan Jiang. In Proc. of the 11th International Conference on Mobile Systems, Applications and Services (MobiSys '13), 14 pages, Taipei, Taiwan, 2013. [pdf]
• (Short Paper) sMFCC: Exploiting Sparseness in Speech for Fast Acoustic Feature Extraction on Mobile Devices - a Feasibility Study.
  Shahriar Nirjon, Robert Dickerson, John Stankovic, Guobin Shen, and Xiaofan Jiang. In Proc. of the 14th Mobile Computing Systems and Applications (HotMobile '13), 6 pages, Jekyll Island, GA, 2013. [pdf]
• (Poster) High-Sensitivity Cloud-Offloaded Instant GPS for Indoor Environments.
  Shahriar Nirjon, Jie Liu, Bodhi Priyantha, and Gerald DeJean. In Proc. of SenSys, Rome, Italy, 2013.
• (Poster) Mobile-Cloud Service for Physiological Anomaly Detection on Smartphones.
  Dezhi Hong, Shahriar Nirjon, John Stankovic, David Stone, and Guobin Shen. In Proc. of IPSN, Philadelphia, PA, 2013.
• (Demo) Kintense: A Robust, Accurate, Real-Time and Evolving System for Detecting Aggressive Actions from Streaming 3D Skeleton Data.
  Shahriar Nirjon, Chris Greenwood, Carlos Torres, Stefanie Zhou, John A. Stankovic, Hee Jung Yoon, Ho-Kyeong Ra, Can Basaran, Taejoon Park, and Sang H. Son. In Proc. of SenSys, Rome, Italy, 2013.

2012

• MusicalHeart: A Hearty Way of Listening to Music.
  Shahriar Nirjon, Robert Dickerson, Qiang Li, Philip Asare, John Stankovic, Dezhi Hong, Ben Zhang, Guobin Shen, Xiaofan Jiang, and Feng Zhao. In Proc. of the 10th ACM Conference on Embedded Networked Sensor Systems (SenSys '12), 14 pages, Toronto, ON, Canada, 2012. [pdf]
• Kinsight: Localizing and Tracking Household Objects using Depth-Camera Sensors.
  Shahriar Nirjon, and John Stankovic. In Proc. of the 8th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS '12), 8 pages, Hangzhou, China, 2012. [pdf]
• MultiNets: Policy Oriented Real-Time Switching of Wireless Interfaces on Mobile Devices.
  Shahriar Nirjon, Angela Nicoara, Cheng-Hsin Hsu, Jatinder Singh, and John Stankovic. In Proc. of the 18th IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS '12), 10 pages, Beijing, China, 2012. (BEST PAPER AWARD) [pdf]
• (Demo) SEPTIMU^2 - Earphones for Continuous and Non-intrusive Physiological and Environmental Monitoring.
  Pan Hu, Guobin Shen, Xiaofan Jiang, Shao-fu Shih, Donghuan Lu, Feng Zhao, Dezhi Hong, Qiang Li, Shahriar Nirjon, Robert Dickerson, and John Stankovic. In Proc. of 10th ACM Conference on Embedded Networked Sensor Systems (SenSys '12), Toronto, Canada.
• (Demo) SEPTIMU - Continuous In-situ Human Wellness Monitoring and Feedback using Sensors Embedded in Earphones.
  Dezhi Hong, Ben Zhang, Qiang Li, Shahriar Nirjon, Robert Dickerson, Guobin Shen, Xiaofan Jiang, and John Stankovic. In Proc. of 11th ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN'12), Beijing, China.

2010

• IAA: Interference Aware Anticipatory Algorithm for Scheduling and Routing Periodic Real-time Streams in WSN.
  Shahriar Nirjon, John Stankovic, and Kamin Whitehouse. In Proc. of the 7th International Conference on Networked Sensing System (INSS '10), 8 pages, Kassel, Germany, 2010. [pdf]
• Addressing Burstiness for Reliable Communication and Latency Bound Generation in WSN.
  Sirajum Munir, Shan Lin, Enamul Hoque, Shahriar Nirjon, John Stankovic, and Kamin Whitehouse. In Proc. of Information Processing in Sensor Networks (IPSN '10), 12 pages, Sweden, 2010. [pdf]

2009

• (Poster) Heuristics for Scheduling Periodic Real-Time Streams in WSN.
  Shahriar Nirjon, John Stankovic, and Kamin Whitehouse. In Proc. of 7th ACM Conference on Embedded Networked Sensor Systems (SenSys'09), Berkeley, CA, November 2009.

2008

• Bagging and Boosting Negatively Correlated Neural Networks.
  Md. Monirul Islam, Xin Yao, Shahriar Nirjon, Muhammad Asiful Islam, and Kazuyuki Murase. IEEE Transactions on Systems, Man and Cybernatics-Part B: Cybernatics, Vol. 38, No. 3, 15 pages, June 2008. [pdf]

2006

• Creating Diverse Ensemble by Data Feeding Approach.
  Shahriar Nirjon, Muhammad Asiful Islam, and Sarkar Tanzir Ahmed. In Proc. of International Conference of Computer and Information Technology (ICCIT '06), Dhaka, 2006.