- Jonathan Foox, âŠDalila B. Megherbi,âŠet al. (EpiQC)âŠChristpher Mason, âThe SEQC2 Epigenomics Quality Control (EpiQC) Study: Comprehensive Characterization of Epigenetic Methods, Reproducibility, and Quantificationâ, Genome Biology, December 6, 2021.
- Swapnil Chaugrule and Dalila B. Megherbi, âA DWT-Based Blind Robust High Capacity and Secure Digital Watermarking and Information Hiding Scheme for Image Authentication, Tampering Localization and Automatic Self-Recoveryâ, Proceedings of the 2021 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), June 2021.
- Jonathan Foox, âŠDalila B. Megherbi,âŠet al. (EpiQC)âŠChristpher Mason, âThe SEQC2 Epigenomics Quality Control (EpiQC) Study: Comprehensive Characterization of Epigenetic Methods, Reproducibility, and Quantificationâ, BioRxiv, April 26, 2021 (preprint).
- Binsheng Gong, âŠDalila B. Megherbi,âŠet al. (SEQC2), âŠJoshua Xu, âCross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regionsâ, Genome Biology, April 16, 2021. (Impact Factor 17.43)
- Ira W. Deveson,âŠ.Dalila B. Megherbi,âŠ..et al. (SEQC2),âŠJoshua Xu, âEvaluating the analytical validity of circulating tumor DNA sequencing assays for precision oncologyâ, Nature Biotechnology, April 12, 2021. (Impact Factor 50.9)
- Li Tong, âŠDalila Megherbi⊠et al. (SEQC) âImpact of RNAâseq data analysis algorithms on gene expression estimation and downstream Prediction, Journal Nature Scientific Reports, October 2020.
- V._Dobromyslin, D. B. Megherbi, âAnalysis of Interacting Factors Contributing to the Onset of Diabetes Type 2 in the Female Pima Population:Â A Step towards Understanding the Linksâ, Proceedings of the 2020 IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBC), June 2020.
- T. Calloway and D. B. Megherbi, âThree-Tiered Visual Inertia Tracking and Mapping for Augmented Reality Urban Settingâ, Proceedings of the 2020 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), June 2020, (IEEE Best Paper Award).
- J. Blumenthal, D. B. Megherbi, R. Lussier, âUnsupervised machine learning via Hidden Markov Models for accurate clustering of plant stress levels based on imaged chlorophyll fluorescence profiles & their rate of change in timeâ, Journal of Computers and Electronics in Agriculture (Elsevier)â, July 2020.
- 10. P. J. Mack, D. B. Megherbi, J. A. DiZoglio III, M. I. Vakil, N. Limberopoulus, âOptimal Sphere-Sensor Ratio for Microsphere-Enhanced Photodetector Sensors in Cameras/Telescopes with and without Central Obscurationâ, IEEE Journal Sensors, November 2019.
- Julie Blumenthal, Dalila B. Megherbi, Robert Lussier, âUnsupervised Machine Learning Via Hidden Markov Models for Accurate Clustering of Plant Stress Levels Based on Imaged Chlorophyll Fluorescence Profiles & Their Rate of Change in Timeâ, International Journal of Computer and Electronics in Agriculture, October 2019. (accepted on-line).
- 12. S. S. Chaughule, and D. B. Megherbi, âA Robust, Non-blind High Capacity & Secure Digital Watermarking Scheme for Image Secret Information, Authentication and Tampering Localization and Recovery via the Discrete Wavelet Transformâ, Proceedings of the 2019 IEEE International Conference on Technologies for Homeland Security, October 2019.
- B. Megherbi1, P. Mack1, J. DiZoglio1, M. I.Vakil1,2, N. Limberopoulos2, A. Urbas3, âModeling and Characterization of the Effect of Misalignment between Microsphere-Sensor on the Sensitivity of Microsphere-Lens-Enhanced MWIR SLS Photo-Detectorsâ, â Proceedings of the 2019 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, July 2019.
- S. Swapnil and D. B. Megherbi, âA Robust Double-Blind Secure High-Capacity Watermarking and Information Hiding Scheme For Authentication and Tampering Recovery Via the Wavelet and Arnold Transformsâ, Proceedings of the 2018 IEEE International Conference on Technologies for Homeland Security, October 2018.
- O. Habbouli and D. B. Megherbi âRobustness-to-Noise Analysis of A Secure High Capacity Full-gray-scale-Image Information Hiding Via A New DCT-Moments-Based Schemeâ, Proceedings of the 2018 IEEE International Conference on Technologies for Homeland Security, October 2018.
- Dizoglio, J.; Megherbi, D.B; Mack; Vakil, M.I.; Limberopoulos, Urbas, A.M, âUsing FTIR Spectral Response Signals to Separate, Characterize and Quantify the Effects of Silicone Based Adhesive on Microsphere Lens Enhanced MWIR SLS Photo Detectors, â Proceedings of the 2018 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, July 2018.
- Mack, P.; Megherbi, D. B.; Dizoglio, J. ; Vakil, M.I.; Limberopoulos, Urbas, A.M, âOptimal Sphere-Sensor Size Ratio Determination to Increase Photodetector Sensitivity for Sapphire-Microsphere-Enhanced Strained Layer Super-lattice-II Detectors in Reflecting and/or Refracting Telescopes and Cameraâ Proceedings of the 2018 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, July 2018.
- Chauderty S. Megherbi, D.B; âA Robust Secure and High Capacity Image Watermarking Scheme for Information Exchange in Distributed Collaborative Networked Intelligent Measurement Systemsâ Proceedings of the 2018 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), Ottawa, June 2018.Â
- Vishwanathan A.; Megherbi, D.B, âA Novel Deep Learning System via Pixel Rearrangement for Object Detection in Multispectral Imagesâ, Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), Ottawa, June 2018.
- Megherbi, D.B.; Mack, P., DiZoglio, J.; Vakil, M.I.; Limberopoulos, Urbas, A.M, âUsing FTIR Spectral Response Signals to Separate, Characterize and Quantify the Effects of Silicone Based Adhesive on Microsphere Lens Enhanced MWIR SLS Photo Detectorsâ Proceedings of the 2017 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, July 2017.
- Megherbi, D.B.; DiZoglio, J.; Mack P., Vakil, M.I.; Limberopoulos, Urbas, A.M, âA Signal Processing and Data Analysis Technique for Accurate Extraction and Estimation of FTIR Signal Aberrations in Microsphere-Lens-Enhanced MWIR Photo Detectors Via System Transfer Functions Mathematical Modelingâ Proceedings of the 2017 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, July 2017
- Vakil M. I., Megherbi, D. B., Malas J. A. âA Robust Multi-Stage Information-Theoretic Approach for Registration of Partially Overlapped Hyperspectral Aerial Imagery and Evaluation in the Presence of System Noiseâ, Journal Signal Processing: Image Communication (Elsevier), Volume 52, March 2017, pp 97-110.
- J. Blumenthal, and D. B. Megherbi, âSupervised Machine Learning Via Hidden Markov Models for Accurate Clustering of Plant Stress Levels Based on Imaged Chlorophyll Fluorescence Profiles & Their Rate of Change in Timeâ, Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), April 2017.
- T. Calloway and D. B. Megherbi, âGlobal Localization and Tracking for Wearable Augmented Reality in Urban Environmentsâ, Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), April 2017.
- O. Habbouli, D. B. Megherbi, âA Secure, Self-recovery, and High Capacity Blind Image Information Hiding, and Authentication Scheme Using DCT Momentsâ, Proceedings of the IEEE International Conference on Technologies for Homeland Security, April 2017.
- I. Vakil, D. B. Megherbi, âArea-Based Similarity Measures Residue Analysis for Registration of Remotely Sensed Aerial Imagery for Homeland-Security Wide Area Surveillanceâ, Proceedings of the IEEE International Conference on Technologies for Homeland Security, April 2017.
- Vakil M. I., Megherbi, D. B., Malas J. A. (December 2016) A Robust Multi-Stage Information-Theoretic Approach for Registration of Partially Overlapped Hyperspectral Aerial Imagery and Evaluation in the Presence of System Noise, Journal Signal Processing: Image Communication (Elsevier), on-line December 2016.
- Megherbi, D.B.; DiZoglio, J.; Vakil, M.I.; Limberopoulos, Urbas, A.M, âAnalysis of the Effect of Microsphere-Lens Material Spectral Absorption on the Overall FTIR Spectral Response of MWIR Microsphere-Lens-Enhanced SLS Photo Detectorsâ, Proceedings of the 2015 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, July 2016
- Megherbi, D.B.; DiZoglio, J.; Vakil, M.I.; Limberopoulos, Urbas, A.M, âCharacterization and Estimation of Microsphere-lens Misalignment from FTIR Response Data of Microsphere-Lens-Enhanced MWIR SLS Photo Detectorsâ Proceedings of the 2015 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, July 2016
- Peter Mack, and D. B. Megherbi, âA Content-Based Image Retrieval Scheme Via Multi-Page Differential Hashing and Multi-object Searching Tree Based--Bucketsâ, Proceedings of the 2016 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), June 2016
- D. B. Megherbi, and Minsuk Kim, âA Hybrid P2P and Master-Slave Cooperative Distributed Multi-Agent Reinforcement Learning System with Asynchronously Triggered Exploratory Trials and Clutter-based-index Selected Sub-goals â, Proceedings of the 2016 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), June 2016
- Tom Calloway, and D.B. Megherbi, âUsing 6 DOF Vision-Inertial Tracking to Evaluate and Improve Low Cost depth Sensor-Based SLAMâ, Proceedings of the 2016 IEEE International Conference on Technologies for Homeland Security, June 2016.
- Iliana Voynichka and D. B. âAnalysis of the Effect of Selecting Statistically Significant Registered Image Pixels on Individual Face Physiognomy Recognition Accuracyâ, Proceedings of the 2016 IEEE International Conference on Technologies for Homeland Security, April 2016.
- Imran Vakil, Dalila B. Megherbi, John Mallasâ Optimized NCC-Information Theoretic Metric for Noisy-Wavelenght-Band Specific Similarity Measuresâ, Proceedings of the 2016 IEEE International Conference on Technologies for Homeland Security, April 2016.
- Vakil, M.I.; Malas, J.A.; Megherbi, D.B., âAn Information Theoretic Metric for Identifying Optimum Solution for Normalized Cross Correlation based Similarity Measures," Proceedings of the 2015 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, June 2015
- Vakil, M.I.; Malas, J.A.; Megherbi, D.B., âInformation Theoretic Approach for Template Matching in Registration of Partially Overlapped Aerial Imagery," Proceedings of the IEEE 2015 National Conference on Aerospace and Electronics, NAECON âOIS 2015, June 2015
- Megherbi, D.B.; Paradiso G.; Vakil, M.I.; Limberopoulos, N.I.; Duran, J. M.; Urbas, A.M.; âPerformance Metric for Overall Characterization and Comparison of StrainedâLayer Superlattice Infrared Photodetectors Enhanced With Microsphere Lenses of Various Material Structure Types and Sizes,â Proceedings of the 2015 IEEE National Conference on Aerospace and Electronics, NAECONâOIS, June 2015
- Megherbi, D.B.; Paradiso G.; Vakil, M.I.; Limberopoulos, N.I.; Duran, J. M.; Urbas, A.M.; Allen, K. W., âA Signal Processing Method for SignalâtoâNoise (SNR) Profile Extraction, Characterization and Comparison of StrainedâLayer Superlattice (SLS) Infrared Photodetectors Enhanced With Microsphere Lenses of Various Material Structure Types and Sizes,â Proceedings of the 2015 IEEE National Conference on Aerospace and Electronics, NAECON âOIS, June 2015
- H. Saghir, and D. B. Megherbi âBig Data Biology-Based Predictive Models Via DNA-Metagenomics Binning For WMD Events Applicationsâ, Proceedings of the 2015 IEEE International Conference on Technologies for Homeland Security, April 2015.
- M. I. Vakil and D. B. Megherbi, âAn Efficient Multi-stage Hyper-spectral Aerial Image Registration Technique in the Presence of Differential Spatial and Temporal Sensor Uncertainty with Application To Large Critical Infrastructures & Key Resources (CIKR) Surveillanceâ, Proceedings of the 2015 IEEE International Conference on Technologies for Homeland Security, April 2015.
- I. Voynichka, and D. Megherbi, âAnalysis of the Effect of Using Non-Composite Multi-Channel Raw Color Images on Face Recognition Accuracy with Arbitrary Large Off-the-Plane Rotationsâ, Proceedings of the 2015 IEEE International Conference on Technologies for Homeland Security, April 2015.
- D. B. Megherbi, and M. Kim, âA Collaborative Distributed Multi-Agent Reinforcement Learning Technique for Dynamic Agent Shortest Path Planning Via Selected Sub-goals in Complex Cluttered Environmentsâ, Proceedings of the IEEE 2015 International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), March 2015 (Invited Paper).
- T. Calloway and D. B. Megherbi, âOrientation Estimation via Low Cost Depth Sensor ICP versus MEMS Gyroscope Sensor Fusion, Proceedings of the IEEE 2014 International Conference on Robotics and Manufacturing Automation, December 2014 (Best Paper Award).
- Pierre Bushel,âŠ..D. B. Megherbi, âBioinformatics Applications Reveal Gene Regulation Complexities in Response to Toxicant Exposuresâ. Environmental and Molecular Mutagenesis September 2014â
- D. B. Megherbi and al. (SEQC), âThe concordance between RNA-seq and microarray data depends on chemical treatment and transcript abundanceâ, Nature Biotechnology, (on-line August 2014) September 2014 (Impact Factor 41.514).
- B. Megherbi and al, (SEQC)âA comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control Consortiumâ, Nature Biotechnology, (on-line August 2014) September 2014 (Impact Factor 41.514).
- M. I. Vakil, John A. Malas, and D. B. Megherbi, âAn Efficient Two-phase Guided Execution of Hybrid Similarity-Measures For Automatic Registration of Partially Overlapped Aerial Imageryâ, Proceedings of the 2014 IEEE National Aerospace and Electronics Conference (NAECOM, June 2014
- Yoynichka, and D. B. Megherbi, âAnalysis of the Effects of Image Transformation, Template Selection, and Partial Information on Face Recognition with Time-Varying Expressionsâ, Journal of Homeland Security Affairs, April 2014.
- P. Beaulieu, D. B. Megherbi, âA Study of the Effect of Feature Reduction Via Statistically Significant Pixel Selection on Fruit Object Representation, Classification, and Machine Learning Predictionâ, Proceedings of the 2014 IEEE International Conference on Computational Intelligence and Virtual and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), May 2014
- A. J. Myers, D. B. Megherbi, âAn Efficient Computational Intelligence Technique for Affine-Transformation-Invariant Image Face Detection, Tracking, and Recognition in a Video Streamâ, Proceedings of the 2014 IEEE International Conference on Computational Intelligence and Virtual and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), May 2014.
- I. Yoynichka, and D. B. Megherbi, âAnalysis of the Effects of Image Transformation, Template Selection, and Partial Information on Face Recognition with Time-Varying Expressionsâ, Proceedings of the 2013 IEEE International Conference on Technologies for Homeland Security, November 2013 (Best Paper Award of all conference tracks).
- H. Saghir, and D. B. Megherbi, âA Random-Forest-based Efficient Comparative Machine Learning Predictive DNA-Codon Metagenomics Binning Technique For WMD Events & Applicationsâ, Proceedings of the 2013 IEEE International Conference on Technologies for Homeland Security, November 2013.
- D. B. Megherbi, M. Kim, M. Madera, âA Study of Collaborative Distributed Multi-Goal & Multi-Agent-based Systems For Large Critical Key Infrastructures and Resources (CKIR) Dynamic Monitoring and Surveillanceâ, Proceedings of the 2013 IEEE International Conference on Technologies for Homeland Security, November 2013.
- C. J. Vanthin, and D. B. Megherbi, âA Bayesian-Learning Technique for Automatic Preemptive Loads Through I/O Devices Via The Mouse Pointerâ, Proceedings of the 2013 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), July 2013
- H. Saghir, and D. B. Megherbi, âAn Efficient Comparative Machine Learning-based Metagenomics Binning Technique Via Using Random Forestâ, Waltham Proceedings of the 2013 IEEE International Conference on Computational Intelligence and Virtual and Virtual Environments for Measurement Systems and Applicationsâ (CIVEMSA), July 2013.
- S. M. El-Shoura, D. B. Megherbi, âAnalysis of Noise Sensitivity of Tchebichef and Zernike Moments with Application to Image Watermarkingâ, Journal of Visual Communication and Image Representation Image Representation, March 2013 .
- H. Saghir & D. B. Megherbi, âAn Efficient Comparative Machine Learning-based Metagenomics Binning Technique Via Optimal Feature-reduction Methods International Conference on Bioinformatics and Computational Biology (BICoB), Honolulu, Hawai, March 4-6 2013
- S. M. El-Shoura, D. B. Megherbi, âA Secure and Robust High Capacity Information Hiding Scheme via Tchegherbichef Momentsâ Journal of Signal Processing and Image Communication, January 2013
- Iliana Voynichka, March 2013, (Computer Engineering) MS thesis: âAnalysis of the Effects of Image Analysis of the Effect of Image Registration Template Selection and Partial Information Compilation of Facial Recognition Accuracy
- Prasad K., âAdvanced VLSI Training Being Imparted Regionally, Nationally and Internationally â to be presented at ASEEâs North East Conference to be held at Norwich University at Vermont (March 15-16th, 2013).
- Prasad K., â Integration of social, ethical, environmental and economic impacts on capstone design with the cooperation of Hi-tech leadersâ to be presented at ASEEâs National Conference to be held in Atlanta (June 22-26th, 2013).
- Puminun Vasinajindakaw, Guiru Gu, Xuejun Lu, âBroadband photocurrent enhancement in longwave infrared quantum dot photodetectors by sub-wavelength surface gratings,â Accepted, Optics and photonics letters (2013).
- Yunfeng Ling, Guiru Gu, Runyu Liu, Xuejun Lu, Vijaya Kayastha, Carissa S. Jones, Wu-Sheng Shih, and Daniel C. Janzen, âInvestigation of the humidity-dependent conductance of single-walled carbon nanotube networks,â J. Appl. Phys. 113, 024312 (2013).
- Socrates Akpoyibo, MS thesis, Electrical and Computer Engineering, âLevy Walk Models of Survivor Movement in Disaster Areas with Barriers,â University of Massachusetts Lowell, MS Thesis, May 2013.
- Hang Yin, MS thesis, Electrical Engineering, June 2013, â3D Reconstruction Form Infrared Stereo Image Pairsâ
- Al-Dayaa, D. B. Megherbi, âTowards A Multiple-Lookahead-Levels Reinforcement-Learning Technique and Its Implementation in Integrated Circuitsâ, Journal of Artificial Intelligenceâ. Journal of Supercomputing, August 31, 2012 . Volume 62, issue 1 (2012) pp 588-615
- M. Madera, D. B. Megherbi, âAn Interconnected Dynamical System Composed of Dynamics-based Reinforcement Learning Agents in a Distributed Environment: A Case Studyâ, Proceedings IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, Italy, July 2012.
- D. B. Megherb, B. Soper, âAnalysis of How the Choice of Machine Learning Algorithms Affects The Prediction of A Clinical Outcome Prior to Minimally Invasive Treatments for Benign Pro Static Hyperplasia BPHâ,Proceedings IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, Italy, July 2012.
- D. B. Megherbi, H. Elomari, âA Distributed Behavioral-based Technique for Multi-agent Sensory & Event-driven Autonomous Navigation and Formationâ Proceedings IEEE International Conference on Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, New Orleans, LA, March, 2012.
- D. B. Megherbi, V. Malayia, âCooperative and Collaborative Re-enforcement Learning in A Distributed Multi-agents-based Autonomous Path Planning in a Dynamic Unstructured Environmentâ, Proceedings IEEE International Conference on Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, New Orleans, LA, March, 2012.
- D. B. Megherbi, V. Malaya, âA Hybrid Cognitive/Reactive Intelligent Agent Autonomous Path Planning Technique in a Networked-Distributed Unstructured Environment for Reinforcement Learning,â The Journal of Supercomputing, January 25, 2012, Vol. 59, Issue 3, p 1188-1217.
- H. S. Al-Dayaa and D. B. Megherbi, âReinforcement Learning Technique Using Agent State Occurrence Frequency with Analysis of Knowledge Sharing on the Agentâs Learning Process in Multi-Agent Environmentsâ, The Journal of Supercomputing, Volume 59, Number 1, 526-547, DOI:10, 1007/s 11227-010-0451-x, January 2012.
- Prasad K., Invited Presentation âMixing Fundamentals with State âof-Art Technology for preparing the students for 21st centuryâ at BRCEM Nagpur, India Jan 2012.
- Prasad K., Presented âPreparing the students for 21st century with a proper mix of Fundamentals with state-of-Art Technology in Collaboration with regional Hi-Tech Industryâ in Executive session at ICC April 2012.
- Runyu Liu, Puminun Vasinajindakaw, Guiru Gu, Jarrod Vaillancourt, and Xuejun Lu, âOptimizing light absorption in quantum dot infrared photodetectors by tuning surface confinement of surface plasmonic waves,â J. Phys. D: Appl. Phys. 46 015102, (2012).
- Puminun Vasinajindakaw, Jarrod Vaillancourt, Guiru, Gu, and Xuejun Lu, âSurface plasmonic enhanced polarimetric longwave infrared photodetection with band pass spectral filtering,â Semiconductor Science and Technology, Semicond. Sci. Technol. 27 (2012) 065005.
- Maggie Yihong Chen, Daniel Pham, Harish Subbaraman, Xuejun Lu, and Ray T. Chen, âConformal Ink-Jet Printed C-Band Phased-Array Antenna Incorporating Carbon Nanotube Field-Effect Transistor Based Reconfigurable True-Time Delay Lines,â IEEE Transactions on Microwave Theory and Techniques, Vol.60, No. 1, pp. 179-184 (2012).
- R.G.L. Narayanan and O.C. Ibe, â A Joint Network for Disaster Recovery and Search and Rescue Operations, Computer Networks, volume 56, pp. 3347-3373, 2012
- Al-Dayaa, D. B. Megherbi, âTowards A Multiple-Lookahead-Levels Reinforcement-Learning Technique and Its Implementation in Integrated Circuitsâ, Journal of Artificial Intelligenceâ. Journal of Supercomputing, December 2011 (on-line).
- D. B. Megherbi, Brian Soper, âEffect of Feature Selection on Machine Learning Algorithms for More Accurate Predictor of Surgical Outcomes in Benign Pro Static Hyperplasia Cases (BPH), ,IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, Ottawa, CA, September 2011.
- D. B. Megherbi, Dong Chao Xu, âMulti-Agent Distributed Dynamic Scheduling for Large Distributed Critical Key Infrastructures and Resources (CKIR) Surveillance and Monitoringâ, Proceedings IEEE International Conference on Technology for Homeland Security, Waltham , November 2011.
- D. B. Megherbi, and D. Pandit, âAn Event-Driven Middleware Architecture and Protocol design for Geographically Intelligent Distributed Battlefield Training, Modeling and Simulationâ, Proceedings IEEE International Conference on Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, February, 2011.
- Manuel Madera, December 2011.(Computer Engineering) MS Thesis: âA Study of Interconnected Dynamical Systems and Reinforcement Learning in a Multi-agent and Distributed Environmentâ.
- Guiru Gu, Yunfeng Ling, Runyu Liu, Puminun Vasinajindakaw, Xuejun Lu, Carissa S. Jones, Wu-Sheng Shih, Vijaya Kayastha, Nick L. Downing, Xuliang Han, Harish Subbaraman, Dan Pham, Ray T. Chen, Maggie Yihong Chen, Urs Berger and Mike Renn, âAll-Printed Thin-film Transistor (TFT) based on Purified Single Walled Carbon Nanotubes (SWCNT) with Linear Response,â Journal of Nanotechnology vol. 2011, Article ID 823680, (2011).
- Xuejun Lu and Ray T. Chen, âPolymeric Optical Code-Division Multiple-Access (CDMA) Encoder and Decoder Modules,â special issue: Polymers for Optical Applications, Polymers vol. 3(3), 1554-1564 (2011).
- Jarrod Vaillancourt and Xuejun Lu, âA High Operating Temperature (HOT) Middle Wave Infrared (MWIR) Quantum-Dot Photodetector,â Optics and Photonics Letters, Vol. 4, No. 2 (2011) 57â61.
- Puminun Vasinajindakaw, Jarrod Vaillancourt, Guiru Gu, Runyu Liu, Yunfeng Ling, and Xuejun Lu, "A Fano-type interference enhanced quantum dot infrared photodetector," Appl. Phys. Lett. Vol. 98, pp. 211111 (2011).
- Xuejun Lu and Jarrod Vaillancourt, "Quantitative analysis of carrier activation and redistribution in self-assembled quantum dot (QD) heterostructures using rate equations," Semiconductor Science and Technology, Vol. 26 045013, (2011).
- Jarrod Vaillancourt, Puminun Vasinajindakaw, Xuejun Lu, Xifeng Qian, Shivashankar R. Vangala and William D. Goodhue, âThermo-electrically cooled shortwave infrared and longwave infrared dual-band quantum-dot photodetector,â Proc. SPIE 8012, 80120O (2011).
- Guiru Gu, Runyu Liu, Yunfeng Ling, and Xuejun Lu, âPrinted CNT transistors with high on-off ratio and linearity,â Proc. SPIE, 8101-11, 2011.
- S. Elshoura, March 2011. Ph.D Dissertation Thesis: âAnalysis, Design, and Implementation of A New Transparent High Capacity Digital Information Hiding Scheme Via Tchebichef Moments with Application to Homeland Securityâ
- Manan Sanghiv, January 2011. MS Thesis âAccurate Volume Determination of Brain MRIi Images Via A Dynamic-local-Thresholding-based Segmentation Method for Patients with Alzheimer`s Diseaseâ.
- Puminun Vasinajindakaw, Xuejun Lu, Xifeng Qian, Shivashankar R. Vangala and William D. Goodhue, âHigh-operating temperature (HOT) broadband quantum-dot infrared photodetector,â Proc. SPIE 8012, 80122X (2011).
- D. B. Megherbi, V. Malaya,â A Hybrid Cognitive/Reactive Intelligent Agent Autonomous Path Planning Technique in a Networked-Distributed Unstructured Environment for Reinforcement Learning,â The Journal of Supercomputing, December 2010. (on-line)
- D. B. Megherbi, P. Levesque, âA Distributed Multi-Agent Tracking, awareness, and communication System Architecture for Synchronized Real-Time Situational Understanding, Surveillance, Decision-Making, and Controlâ, Proceedings IEEE International Conference on Technology for Homeland Security, Waltham , November 2010.
- Ian Sebanja, D. B. Megherbi, âAutomatic Detection and Recognition of Traffic Road Signs for Intelligent Autonomous Unmanned Vehicles for Urban Surveillance and Rescueâ, IEEE International Conference on Technology for Homeland Security, Waltham, November 2010.
- D. B. Megherbi, Manuel Madera, âA Hybrid P2P and Master-Slave Architecture for Intelligent Multi-Agent Reinforcement Learning in A Distributed Computing Environment: A Case Studyâ, IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, Italy, September 2010.
- D. B. Megherbi and al, âThe MAQC-II Project: A comprehensive study of common practices and validation of micro-array-based predictive modelsâ, Nature Journal of Biotechnology, August 2010 (on-line July 30, 2010).
- D. B. Megherbi and al, âA Comparison of Batch Effect Removal Methods for Enhancement of Cross-Batch Prediction Performance Using MAQC-II Microarray Gene Expression Dataâ, Nature Journal of Pharmaco-genomics, Volume 10, Issue 4, August 2010.
- H. S. Al-Dayaa and D. B. Megherbi, âReinforcement Learning Technique Using Agent State Occurrence Frequency with Analysis of Knowledge Sharing on the Agentâs Learning Process in Multi-Agent Environmentsâ, The Journal of Supercomputing, June 2010. (on-line)
- H. S. Al-Dayaa and D. B. Megherbi, âKnowledge Sharing in Multi-Agent Environments with the Distance-and-Frequency Reinforcement Learning Techniqueâ, Proceedings of the International Conference on Artificial Intelligenceâ, Las Vegas, USA, June 2010.
- S. Elshoura, D. B. Megherbi, âA New Rotation Estimation and Recovery Algorithmâ, under review, IEEE International Conference on Computers, Communication, and Control Proceedings (3CA), June 2010.
- S. Elshoura, D. B. Megherbi, âHigh Capacity Blind Information Hiding Schemes Using Tchebichef Momentsâ, IEEE International Conference on Future Computer and Communications (IFCCC), May 2010.
- Ian Sebanja, March 2010. MS hesis: âDetection and Recognition of American Road Signs Via Principal Component Analysis.
- Kuldeep Goswami, August 2010. MS Thesis âGeneralized Distributed Hardware Architecture for Fast Pattern Search in Large Databasesâ.
- Ambarish Roy, Bradley P. Barber, and Kanti Prasad, âModeling of RF-MEMS BAW Resonator,â International Conference on VLSI Design, Bangalore India, 2010
- Ambarish Roy, Bradley P. Barber, Vinay Kulkarni and Kanti Prasad, âSpurious Mode Suppression in Stacked Crystal Filters,â IEEE Long Island Systems, Applications and Technology Conference, Farmingdale, NY, 2010.
- Xuejun Lu, Jarrod Vaillancourt, and Hong Wen, âTemperature-dependent energy gap variation in InAs/GaAs quantum dots," Applied Physics Letters 96, 173105 (2010), selected for the May 10, 2010 issue of Virtual Journal of Nanoscale Science & Technology. The Virtual Journal, which is published by the American Institute of Physics and the American Physical Society in cooperation with numerous other societies and publishers, is an edited compilation of links to articles from participating publishers, covering a focused area of frontier research.
- Carissa S. Jones, Xuejun Lu, Mike Renn, Mike Stroder and Wu-Sheng Shih, âAerosol-jet-printed, high-speed, flexible thin-film transistor made using single-walled carbon nanotube solution,â Microelectronic Engineering Volume 87, Issue 3, March 2010, Pages 434-437.
- Ambarish Roy, Bradley P. Barber, and Kanti Prasad, âMicrowave Filter and Dedicated Sensor-an Integrated Resonator,â student paper in IEEE Sarnoff Symposium, Princeton, NJ, 2010.
- Solanki A, Prasad K, Nunan K, Oreilly R, âComparing process flow of monolithic CMOS-MEMS Integration on SOI wafers with monolithic BiMOS-MEMS integration on Silicon waferâ at IEEEâs conference held at Seattle Aug 2010.
- Wen Hong, PuminunVasinajindakaw, Jarrod Vaillancourt, Haiyan Zhang, Guiru Gu, Runyu Liu, Xuejun Lu, Xifeng Qian, Shivashankar R. Vangala and William D. Goodhue, "Multispectral infrared photodetector with carbon nanotube flexible electronic circuits," Proc SPIE vol. 7679-5 (2010).
- Jarrod Vaillancourt, Puminun Vasinajindakaw, Wen Hong, Xuejun Lu, Xifeng Qian, Shivashankar R. Vangala and William D. Goodhue, âA LWIR Quantum Dot Infrared Photodetector working at 298Kâ Proc. SPIE 7608, 760821 (2010).
- Dalila B. Megherbi, Yi Miao, âA distributed efficient face image screening and retrieval with disguised and varying expressionsâ, IEEE International Conference on Technology for Homeland Security, Waltham, May 2009.
- Dalila B. Megherbi, Manuel Madera, Dang Long, âEffect of heterogeneous time delays and link weights on the stability and convergence time of large interconnected dynamical systems: A case studyâ,IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, China, May 2009.
- Dalila Megherbi, Radumilo-Franklin, Jelena, âAn intelligent multi-agent distributed battlefield via Multi-Token Message Passingâ, IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, China, May 2009.
- Dalila B. Megherbi, Yi Miao, âA distributed technique for recognition and retrieval of faces with time-varying expressionsâ, IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, China, May 2009.
- Ambarish Roy, Bradley P. Barber, and Kanti Prasad, âThin Film Solidly Mounted Resonators for RF Devices,â 12th International Symposium on Microwave and Optical Technology, New Delhi, India 2009.
- Ambarish Roy, Bradley P. Barber, Vinay S. Kulkarni, and Kanti Prasad, âMaterial Acoustic Speed and Density Parameter Extraction in Solidly Mounted Resonators,â student paper in IEEE Sarnoff Symposium, Princeton, NJ, 2009.
- B. Megherbi, Manual Madera, L. Dang, âOn Interconnected Multi-Agent Dynamical Systems with Non-Uniform Heterogeneous Coupling Link Weightsâ, Proceedings of the IEEE International Conference on Computational Intelligence, Turkey, July 2008
- Suzan Al-Shoura, D.B. Megherbi, âComparative of Zernike and Tchebichef Moments For Image tampering Detection Sensitivity and Watermak Recoveryâ, Proceedings of the IEEE International Conference on Homeland Security, MA, June 2008.
- Suzan Al-Shoura, D.B. Megherbi, âAnalysis of Noise Sensitivity and Reconstruction Accuracy for Tchebichef Moments,â Proceedings of IEEE Southeast Conference, Albama, April 2008.â