Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDKonstantinos N. Plataniotis
Kostas N. Plataniotis
Person information
- affiliation: University of Toronto, Canada
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j212]Jinhong Wu, Konstantinos N. Plataniotis
, Lucy Liu, Ehsan Amjadian, Yuri A. Lawryshyn:
Interpretation for Variational Autoencoder Used to Generate Financial Synthetic Tabular Data. Algorithms 16(2): 121 (2023)- [j211]Parvin Malekzadeh, Ming Hou, Konstantinos N. Plataniotis:
Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning☆. Neurocomputing 530: 165-187 (2023) - [j210]Nima Nouri, Fahimeh Fazel, Jamshid Abouei, Konstantinos N. Plataniotis:
Multi-UAV Placement and User Association in Uplink MIMO Ultra-Dense Wireless Networks. IEEE Trans. Mob. Comput. 22(3): 1615-1632 (2023) - [i81]Arash Ahmadian, Yue Fei, Louis S. P. Liu, Konstantinos N. Plataniotis, Mahdi S. Hosseini:
Pseudo-Inverted Bottleneck Convolution for DARTS Search Space. CoRR abs/2301.01286 (2023) - [i80]Marc Jayson Baucas, Petros Spachos, Konstantinos N. Plataniotis:
Federated Learning and Blockchain-enabled Fog-IoT Platform for Wearables in Predictive Healthcare. CoRR abs/2301.04511 (2023) - 2022
- [j209]Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos N. Plataniotis:
Epidemic Exposure Tracking With Wearables: A Machine Learning Approach to Contact Tracing. IEEE Access 10: 14134-14148 (2022) - [j208]Zeinab Askari, Jamshid Abouei, Muhammad Jaseemuddin, Alagan Anpalagan, Konstantinos N. Plataniotis:
A Q-Learning Approach for Real-Time NOMA Scheduling of Medical Data in UAV-Aided WBANs. IEEE Access 10: 115074-115091 (2022) - [j207]Seyed Mohammad Sheikholeslami, Arash Rasti-Meymandi, Seyed Jamal Seyed-Mohammadi, Jamshid Abouei, Konstantinos N. Plataniotis:
Communication-Efficient Federated Learning for Hybrid VLC/RF Indoor Systems. IEEE Access 10: 126479-126493 (2022) - [j206]Yeganeh Zamiri-Jafarian, Konstantinos N. Plataniotis:
A Bayesian Surprise Approach in Designing Cognitive Radar for Autonomous Driving. Entropy 24(5): 672 (2022) - [j205]Parvin Malekzadeh, Mohammad Salimibeni, Ming Hou, Arash Mohammadi, Konstantinos N. Plataniotis:
AKF-SR: Adaptive Kalman filtering-based successor representation. Neurocomputing 467: 476-490 (2022) - [j204]Nima Nouri, Jamshid Abouei, Ali Reza Sepasian, Muhammad Jaseemuddin, Alagan Anpalagan, Konstantinos N. Plataniotis:
Three-Dimensional Multi-UAV Placement and Resource Allocation for Energy-Efficient IoT Communication. IEEE Internet Things J. 9(3): 2134-2152 (2022) - [j203]Fahimeh Fazel, Jamshid Abouei, Muhammad Jaseemuddin, Alagan Anpalagan, Konstantinos N. Plataniotis:
Secure Throughput Optimization for Cache-Enabled Multi-UAVs Networks. IEEE Internet Things J. 9(10): 7783-7801 (2022) - [j202]Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Jamshid Abouei, Ming Hou, Konstantinos N. Plataniotis:
Joint Transmission Scheme and Coded Content Placement in Cluster-Centric UAV-Aided Cellular Networks. IEEE Internet Things J. 9(13): 11098-11114 (2022) - [j201]Maedeh Nasr-Azadani, Jamshid Abouei, Konstantinos N. Plataniotis:
Single- and Multiagent Actor-Critic for Initial UAV's Deployment and 3-D Trajectory Design. IEEE Internet Things J. 9(16): 15372-15389 (2022) - [j200]Liang Song, Xing Hu, Guanhua Zhang, Petros Spachos, Konstantinos N. Plataniotis, Hequan Wu:
Networking Systems of AI: On the Convergence of Computing and Communications. IEEE Internet Things J. 9(20): 20352-20381 (2022) - [j199]Marc Jayson Baucas, Petros Spachos, Konstantinos N. Plataniotis:
Public-Key Reinforced Blockchain Platform for Fog-IoT Network System Administration. IEEE Internet Things J. 9(22): 22366-22374 (2022) - [j198]Somayeh Mokhtari, Nima Nouri, Jamshid Abouei, Avid Avokh, Konstantinos N. Plataniotis:
Relaying Data With Joint Optimization of Energy and Delay in Cluster-Based UAV-Assisted VANETs. IEEE Internet Things J. 9(23): 24541-24559 (2022) - [j197]Mohammad Salimibeni, Arash Mohammadi, Parvin Malekzadeh, Konstantinos N. Plataniotis:
Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation. Sensors 22(4): 1393 (2022) - [j196]Amir Amini, Arash Mohammadi, Amir Asif, Ming Hou, Konstantinos N. Plataniotis:
Fault-Tolerant Periodic Event-Triggered Consensus Under Communication Delay and Multiple Attacks. IEEE Syst. J. 16(4): 6338-6349 (2022) - [j195]Amir Amini, Mohsen Ghafouri, Arash Mohammadi, Ming Hou, Amir Asif, Konstantinos N. Plataniotis:
Secure Sampled-Data Observer-Based Control for Wind Turbine Oscillation Under Cyber Attacks. IEEE Trans. Smart Grid 13(4): 3188-3202 (2022) - [j194]Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Konstantinos N. Plataniotis:
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection. IEEE Trans. Signal Process. 70: 2532-2547 (2022) - [c252]Lili Zhu, Petros Spachos, Konstantinos N. Plataniotis:
A Fusion of Wavelet-based and Unsupervised Machine Learning Method for Artifacts Removal in Electrodermal Activity Signal. IEEECONF 2022: 455-459 - [c251]Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis:
Exploiting Explainable Metrics for Augmented SGD. CVPR 2022: 10286-10296 - [c250]Dae Yon Hwang, Pai Chet Ng, Yuanhao Yu, Yang Wang, Petros Spachos, Dimitrios Hatzinakos, Konstantinos N. Plataniotis:
Hierarchical Deep Learning Model with Inertial and Physiological Sensors Fusion for Wearable-Based Human Activity Recognition. ICASSP 2022: 21-25 - [c249]Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis:
Histokt: Cross Knowledge Transfer in Computational Pathology. ICASSP 2022: 1276-1280 - [c248]Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis:
TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks. ICC 2022: 613-618 - [c247]Lili Zhu, Pai Chet Ng, Yuanhao Yu, Yang Wang, Petros Spachos, Dimitrios Hatzinakos, Konstantinos N. Plataniotis:
Feasibility Study of Stress Detection with Machine Learning through EDA from Wearable Devices. ICC 2022: 4800-4805 - [c246]Pai Chet Ng, Yannick Verdie, Juwei Lu, Konstantinos N. Plataniotis:
Efficient Hyperspectral Reconstruction from RGB Images with Line-Pixel Deconvolution. IVMSP 2022: 1-5 - [c245]Ahmad Sajedi, Yuri A. Lawryshyn, Konstantinos N. Plataniotis:
Subclass Knowledge Distillation with Known Subclass Labels. IVMSP 2022: 1-5 - [d2]Pai Chet Ng, Petros Spachos, Konstantinos N. Plataniotis:
RSSdata_HumanHuman. IEEE DataPort 2022 - [i79]Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin S. Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston H. Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev:
Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark. CoRR abs/2201.00458 (2022) - [i78]Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis:
HistoKT: Cross Knowledge Transfer in Computational Pathology. CoRR abs/2201.11246 (2022) - [i77]Mahdi S. Hosseini, Mathieu Tuli, Konstantinos N. Plataniotis:
Exploiting Explainable Metrics for Augmented SGD. CoRR abs/2203.16723 (2022) - [i76]Parvin Malekzadeh, Mohammad Salimibeni, Ming Hou, Arash Mohammadi, Konstantinos N. Plataniotis:
AKF-SR: Adaptive Kalman Filtering-based Successor Representation. CoRR abs/2204.00049 (2022) - [i75]Pai Chet Ng, Petros Spachos, James She, Konstantinos N. Plataniotis:
A Kernel Method to Nonlinear Location Estimation with RSS-based Fingerprint. CoRR abs/2204.03724 (2022) - [i74]Ahmad Sajedi, Yuri A. Lawryshyn, Konstantinos N. Plataniotis:
Subclass Knowledge Distillation with Known Subclass Labels. CoRR abs/2207.08063 (2022) - [i73]Zhixiang Chi, Rasoul Mohammadi Nasiri, Zheng Liu, Yuanhao Yu, Juwei Lu, Jin Tang, Konstantinos N. Plataniotis:
Error-Aware Spatial Ensembles for Video Frame Interpolation. CoRR abs/2207.12305 (2022) - [i72]Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis:
Multi-Content Time-Series Popularity Prediction with Multiple-Model Transformers in MEC Networks. CoRR abs/2210.05874 (2022) - [i71]Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Jamshid Abouei, Konstantinos N. Plataniotis:
ViT-CAT: Parallel Vision Transformers with Cross Attention Fusion for Popularity Prediction in MEC Networks. CoRR abs/2210.15125 (2022) - [i70]Sadaf Khademi, Shahin Heidarian, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi:
Spatio-Temporal Hybrid Fusion of CAE and SWIn Transformers for Lung Cancer Malignancy Prediction. CoRR abs/2210.15297 (2022) - [i69]Parvin Malekzadeh, Konstantinos N. Plataniotis:
Combining information-seeking exploration and reward maximization: Unified inference on continuous state and action spaces under partial observability. CoRR abs/2212.07946 (2022) - [i68]Arash Rasti-Meymandi, Seyed Mohammad Sheikholeslami, Jamshid Abouei, Konstantinos N. Plataniotis:
Graph Federated Learning for CIoT Devices in Smart Home Applications. CoRR abs/2212.14395 (2022) - 2021
- [j193]Seyed Mohammad Sheikholeslami, Fahimeh Fazel, Jamshid Abouei, Konstantinos N. Plataniotis:
Sub-Decimeter VLC 3D Indoor Localization With Handover Probability Analysis. IEEE Access 9: 122236-122253 (2021) - [j192]Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos N. Plataniotis:
Personal Devices for Contact Tracing: Smartphones and Wearables to Fight Covid-19. IEEE Commun. Mag. 59(9): 24-29 (2021) - [j191]Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Faranak Babaki Fard, Kaveh Samimi, Seyed Farokh Atashzar, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi:
COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans. Frontiers Artif. Intell. 4: 598932 (2021) - [j190]Yingxu Wang, Ming Hou, Konstantinos N. Plataniotis, Sam Kwong, Henry Leung, Edward W. Tunstel, Imre J. Rudas, Ljiljana Trajkovic:
Towards a theoretical framework of autonomous systems underpinned by intelligence and systems sciences. IEEE CAA J. Autom. Sinica 8(1): 52-63 (2021) - [j189]Lyndon Chan, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains. Int. J. Comput. Vis. 129(2): 361-384 (2021) - [j188]Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Arash Mohammadi, Konstantinos N. Plataniotis:
MIXCAPS: A capsule network-based mixture of experts for lung nodule malignancy prediction. Pattern Recognit. 116: 107942 (2021) - [j187]Katherine McLeod, Petros Spachos, Konstantinos N. Plataniotis:
Smartphone-Based Wellness Assessment Using Mobile Environmental Sensors. IEEE Syst. J. 15(2): 1989-1999 (2021) - [j186]Pai Chet Ng, Petros Spachos, Konstantinos N. Plataniotis:
COVID-19 and Your Smartphone: BLE-Based Smart Contact Tracing. IEEE Syst. J. 15(4): 5367-5378 (2021) - [j185]Dario Farina, Arash Mohammadi, Tülay Adali, Nitish V. Thakor, Konstantinos N. Plataniotis:
Signal Processing for Neurorehabilitation and Assistive Technologies [From the Guest Editors]. IEEE Signal Process. Mag. 38(4): 5-7 (2021) - [j184]Arash Mohammadi, Yingxu Wang, Nastaran Enshaei, Parnian Afshar, Farnoosh Naderkhani, Anastasia Oikonomou, Moezedin Javad Rafiee, Helder Cesar Rodigues de Oliveira, Svetlana N. Yanushkevich, Konstantinos N. Plataniotis:
Diagnosis/Prognosis of COVID-19 Chest Images via Machine Learning and Hypersignal Processing: Challenges, opportunities, and applications. IEEE Signal Process. Mag. 38(5): 37-66 (2021) - [c244]Sam Sattarzadeh, Mahesh Sudhakar, Anthony Lem, Shervin Mehryar, Konstantinos N. Plataniotis, Jongseong Jang, Hyunwoo Kim, Yeonjeong Jeong, Sangmin Lee, Kyunghoon Bae:
Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation. AAAI 2021: 11639-11647 - [c243]Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti:
Histopathological Transfer Learning for Acute Lymphoblastic Leukemia Detection. CIVEMSA 2021: 1-6 - [c242]Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
Reconsidering CO2 Emissions From Computer Vision. CVPR Workshops 2021: 2311-2317 - [c241]Shahin Heidarian, Parnian Afshar, Arash Mohammadi, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Farnoosh Naderkhani:
Ct-Caps: Feature Extraction-Based Automated Framework for Covid-19 Disease Identification From Chest Ct Scans Using Capsule Networks. ICASSP 2021: 1040-1044 - [c240]Angelo Genovese, Mahdi S. Hosseini, Vincenzo Piuri, Konstantinos N. Plataniotis, Fabio Scotti:
Acute Lymphoblastic Leukemia Detection Based on Adaptive Unsharpening and Deep Learning. ICASSP 2021: 1205-1209 - [c239]Mahesh Sudhakar, Sam Sattarzadeh, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim:
Ada-Sise: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks. ICASSP 2021: 1715-1719 - [c238]Sam Sattarzadeh, Mahesh Sudhakar, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim:
Integrated Grad-Cam: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks Via Integrated Gradient-Based Scoring. ICASSP 2021: 1775-1779 - [c237]Zohreh Hajiakhondi-Meybodi, Mohammad Salimibeni, Arash Mohammadi, Konstantinos N. Plataniotis:
Bluetooth Low Energy and CNN-Based Angle of Arrival Localization in Presence of Rayleigh Fading. ICASSP 2021: 7913-7917 - [c236]Mohammad Salimibeni, Parvin Malekzadeh, Arash Mohammadi, Petros Spachos, Konstantinos N. Plataniotis:
Makf-Sr: Multi-Agent Adaptive Kalman Filtering-Based Successor Representations. ICASSP 2021: 8037-8041 - [c235]Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis:
CONet: Channel Optimization for Convolutional Neural Networks. ICCVW 2021: 326-335 - [c234]Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang:
Probeable DARTS with Application to Computational Pathology. ICCVW 2021: 572-581 - [c233]Sam Sattarzadeh, Mahesh Sudhakar, Konstantinos N. Plataniotis:
SVEA: A Small-scale Benchmark for Validating the Usability of Post-hoc Explainable AI Solutions in Image and Signal Recognition. ICCVW 2021: 4141-4150 - [c232]Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi:
Hybrid Deep Learning Model For Diagnosis Of Covid-19 Using Ct Scans And Clinical/Demographic Data. ICIP 2021: 180-184 - [c231]Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
CONetV2: Efficient Auto-Channel Size Optimization for CNNs. ICMLA 2021: 998-1003 - [c230]Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
In Search of Probeable Generalization Measures. ICMLA 2021: 1106-1111 - [c229]Bahar Sarhadi, Jamshid Abouei, Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Konstantinos N. Plataniotis:
Streaming Compression Multimedia Data over WMSNs based on Fairness Cluster-based Routing Protocol. SMC 2021: 661-666 - [d1]Parnian Afshar, Moezedin Javad Rafiee, Farnoosh Naderkhani, Shahin Heidarian, Nastaran Enshaei, Anastasia Oikonomou, Faranak Babaki Fard, Reut Anconina, Konstantinos N. Plataniotis, Arash Mohammadi:
COVID-19 Low-Dose and Ultra-Low-Dose CT Scans. IEEE DataPort 2021 - [i67]Yingxu Wang, Fakhri Karray, Sam Kwong, Konstantinos N. Plataniotis, Henry Leung, Ming Hou, Edward W. Tunstel, Imre J. Rudas, Ljiljana Trajkovic, Okyay Kaynak, Janusz Kacprzyk, Mengchu Zhou, Michael H. Smith, Philip Chen, Shushma Patel:
On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS). CoRR abs/2102.07617 (2021) - [i66]Mahesh Sudhakar, Sam Sattarzadeh, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim:
Ada-SISE: Adaptive Semantic Input Sampling for Efficient Explanation of Convolutional Neural Networks. CoRR abs/2102.07799 (2021) - [i65]Sam Sattarzadeh, Mahesh Sudhakar, Konstantinos N. Plataniotis, Jongseong Jang, Yeonjeong Jeong, Hyunwoo Kim:
Integrated Grad-CAM: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks via Integrated Gradient-Based Scoring. CoRR abs/2102.07805 (2021) - [i64]Petros Spachos, Konstantinos N. Plataniotis:
BLE Beacons in the Smart City: Applications, Challenges, and Research Opportunities. CoRR abs/2102.08751 (2021) - [i63]Lili Zhu, Petros Spachos, Erica Pensini, Konstantinos N. Plataniotis:
Deep Learning and Machine Vision for Food Processing: A Survey. CoRR abs/2103.16106 (2021) - [i62]Karush Suri, Xiao Qi Shi, Konstantinos N. Plataniotis, Yuri A. Lawryshyn:
TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution. CoRR abs/2104.00620 (2021) - [i61]Petros Spachos, Ioannis Papapanagiotou, Konstantinos N. Plataniotis:
Microlocation for Smart Buildings in the Era of the Internet of Things: A Survey of Technologies, Techniques, and Approaches. CoRR abs/2104.02659 (2021) - [i60]Andre Fu, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
Reconsidering CO2 emissions from Computer Vision. CoRR abs/2104.08702 (2021) - [i59]Parnian Afshar, Moezedin Javad Rafiee, Farnoosh Naderkhani, Shahin Heidarian, Nastaran Enshaei, Anastasia Oikonomou, Faranak Babaki Fard, Reut Anconina, Keyvan Farahani, Konstantinos N. Plataniotis, Arash Mohammadi:
Human-level COVID-19 Diagnosis from Low-dose CT Scans Using a Two-stage Time-distributed Capsule Network. CoRR abs/2105.14656 (2021) - [i58]Nastaran Enshaei, Anastasia Oikonomou, Moezedin Javad Rafiee, Parnian Afshar, Shahin Heidarian, Arash Mohammadi, Konstantinos N. Plataniotis, Farnoosh Naderkhani:
COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans. CoRR abs/2107.01527 (2021) - [i57]Pai Chet Ng, Petros Spachos, Stefano Gregori, Konstantinos N. Plataniotis:
Personal Devices for Contact Tracing: Smartphones and Wearables to Fight Covid-19. CoRR abs/2108.02008 (2021) - [i56]Marc Jayson Baucas, Petros Spachos, Konstantinos N. Plataniotis:
Public Key Reinforced Blockchain Platform for Fog-IoT Network System Administration. CoRR abs/2108.05248 (2021) - [i55]Mahdi S. Hosseini, Jia Shu Zhang, Zhe Liu, Andre Fu, Jingxuan Su, Mathieu Tuli, Konstantinos N. Plataniotis:
CONet: Channel Optimization for Convolutional Neural Networks. CoRR abs/2108.06822 (2021) - [i54]Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang:
Probeable DARTS with Application to Computational Pathology. CoRR abs/2108.06859 (2021) - [i53]Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Ming Hou, Konstantinos N. Plataniotis:
DQLEL: Deep Q-Learning for Energy-Optimized LoS/NLoS UWB Node Selection. CoRR abs/2108.13157 (2021) - [i52]Ahmad Sajedi, Konstantinos N. Plataniotis:
On the Efficiency of Subclass Knowledge Distillation in Classification Tasks. CoRR abs/2109.05587 (2021) - [i51]Shahin Heidarian, Parnian Afshar, Nastaran Enshaei, Farnoosh Naderkhani, Moezedin Javad Rafiee, Anastasia Oikonomou, Akbar Shafiee, Faranak Babaki Fard, Konstantinos N. Plataniotis, Arash Mohammadi:
Robust Automated Framework for COVID-19 Disease Identification from a Multicenter Dataset of Chest CT Scans. CoRR abs/2109.09241 (2021) - [i50]Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
CONetV2: Efficient Auto-Channel Size Optimization for CNNs. CoRR abs/2110.06830 (2021) - [i49]Shahin Heidarian, Parnian Afshar, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi:
CAE-Transformer: Transformer-based Model to Predict Invasiveness of Lung Adenocarcinoma Subsolid Nodules from Non-thin Section 3D CT Scans. CoRR abs/2110.08721 (2021) - [i48]Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
In Search of Probeable Generalization Measures. CoRR abs/2110.12259 (2021) - [i47]Mathieu Tuli, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
Towards Robust and Automatic Hyper-Parameter Tunning. CoRR abs/2111.14056 (2021) - [i46]Andre Fu, Justin Tran, Andy Xie, Jonathan Spraggett, Elisa Ding, Chang Won Lee, Kanav Singla, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
NoFADE: Analyzing Diminishing Returns on CO2 Investment. CoRR abs/2111.14059 (2021) - [i45]Andre Fu, Elisa Ding, Mahdi S. Hosseini, Konstantinos N. Plataniotis:
P4AI: Approaching AI Ethics through Principlism. CoRR abs/2111.14062 (2021) - [i44]Zohreh Hajiakhondi-Meybodi, Arash Mohammadi, Elahe Rahimian, Shahin Heidarian, Jamshid Abouei, Konstantinos N. Plataniotis:
TEDGE-Caching: Transformer-based Edge Caching Towards 6G Networks. CoRR abs/2112.00633 (2021) - [i43]Mohammad Salimibeni, Arash Mohammadi, Parvin Malekzadeh, Konstantinos N. Plataniotis:
Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation. CoRR abs/2112.15156 (2021) - 2020
- [j183]Parvin Malekzadeh, Mohammad Salimibeni, Arash Mohammadi, Akbar Assa, Konstantinos N. Plataniotis:
MM-KTD: Multiple Model Kalman Temporal Differences for Reinforcement Learning. IEEE Access 8: 128716-128729 (2020) - [j182]Katherine McLeod, Petros Spachos, Konstantinos N. Plataniotis:
An Experimental Framework for Wellness Assessment Using the Internet of Things. IEEE Internet Comput. 24(2): 8-17 (2020) - [j181]Andrew Mackey, Petros Spachos, Liang Song, Konstantinos N. Plataniotis:
Improving BLE Beacon Proximity Estimation Accuracy Through Bayesian Filtering. IEEE Internet Things J. 7(4): 3160-3169 (2020) - [j180]Sebastian Sadowski, Petros Spachos, Konstantinos N. Plataniotis:
Memoryless Techniques and Wireless Technologies for Indoor Localization With the Internet of Things. IEEE Internet Things J. 7(11): 10996-11005 (2020) - [j179]Petros Spachos, Konstantinos N. Plataniotis:
BLE Beacons in the Smart City: Applications, Challenges, and Research Opportunities. IEEE Internet Things Mag. 3(1): 14-18 (2020) - [j178]Parnian Afshar, Shahin Heidarian, Farnoosh Naderkhani, Anastasia Oikonomou, Konstantinos N. Plataniotis, Arash Mohammadi:
COVID-CAPS: A capsule network-based framework for identification of COVID-19 cases from X-ray images. Pattern Recognit. Lett. 138: 638-643 (2020) - [j177]Andrew Mackey, Petros Spachos, Konstantinos N. Plataniotis:
Smart Parking System Based on Bluetooth Low Energy Beacons With Particle Filtering. IEEE Syst. J. 14(3): 3371-3382 (2020) - [j176]Petros Spachos, Konstantinos N. Plataniotis:
BLE Beacons for Indoor Positioning at an Interactive IoT-Based Smart Museum. IEEE Syst. J. 14(3): 3483-3493 (2020) - [j175]Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis:
BayesCap: A Bayesian Approach to Brain Tumor Classification Using Capsule Networks. IEEE Signal Process. Lett. 27: 2024-2028 (2020) - [j174]Mahdi S. Hosseini, Konstantinos N. Plataniotis:
Convolutional Deblurring for Natural Imaging. IEEE Trans. Image Process. 29: 250-264 (2020) - [j173]Mahdi S. Hosseini, Jasper A. Z. Brawley-Hayes, Yueyang Zhang, Lyndon Chan, Konstantinos N. Plataniotis, Savvas Damaskinos:
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology. IEEE Trans. Medical Imaging 39(1): 62-74 (2020) - [c228]Yingxu Wang, Kostas N. Plataniotis, Z. Jane Wang, Ming Hou, MengChu Zhou, Newton Howard, Jun Peng, Runhe Huang, Shushma Patel, Du Zhang:
The Cognitive and Mathematical Foundations of Analytic Epidemiology. IEEE ICCI*CC 2020: 6-14 - [c227]Mohammad Salimibeni, Parvin Malekzadeh, Arash Mohammadi, Konstantinos N. Plataniotis:
Distributed Hybrid Kalman Temporal Differences for Reinforcement Learning. ACSSC 2020: 579-583 - [c226]Zhixiang Chi, Rasoul Mohammadi Nasiri, Zheng Liu, Juwei Lu, Jin Tang, Konstantinos N. Plataniotis:
All at Once: Temporally Adaptive Multi-frame Interpolation with Advanced Motion Modeling. ECCV (27) 2020: 107-123 - [c225]Mahdi S. Hosseini, Lyndon Chan, Weimin Huang, Yichen Wang, Danial Hasan, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis:
On Transferability of Histological Tissue Labels in Computational Pathology. ECCV (29) 2020: 453-469 - [c224]Parnian Afshar, Konstantinos N. Plataniotis, Arash Mohammadi:
BoostCaps: A Boosted Capsule Network for Brain Tumor Classification. EMBC 2020: 1075-1079 - [c223]