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Hadi Otrok

Khalifa University

Abu Dhabi

United Arab Emirates

SCHOLARLY PAPERS

14

DOWNLOADS

1,113

TOTAL CITATIONS

6

Scholarly Papers (14)

1.

Crowdsourced Last Mile Delivery: Collaborative Workforce Assignment

Number of pages: 13 Posted: 05 Oct 2022
Khalifa University, Khalifa University, Khalifa University, Khalifa University, Khalifa University and Khalifa University
Downloads 214 (362,957)

Abstract:

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crowdsourcing, supply chain, last mile delivery, genetic algorithm, collaborative worker assignment

2.

Efficient Privacy-Preserving Ml for Iot: Cluster-Based Split Federated Learning Scheme for Non-Iid Data

Number of pages: 32 Posted: 23 Sep 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Concordia University, Université du Québec à Trois-Rivières, affiliation not provided to SSRN, Lebanese American University and Khalifa University
Downloads 149 (508,926)

Abstract:

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federated learning, Split Learning, non-IID, privacy, Machine Learning, Participants Selection, clustering

3.

Systematic Survey on Ai-Based Mobile Crowd Sensing/Sourcing Solutions: Applications and Securitychallenges

Number of pages: 47 Posted: 24 May 2024
Khalifa University, Khalifa University, Khalifa University and Khalifa University
Downloads 139 (544,251)
Citation 2

Abstract:

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Mobile Crowd sensing, Mobile Crowd sourcing, Artificial Intelligence, Machine learning, Deep learning.

4.

A Two-Sided Client-Server Matching Mechanism for Resilient Federated Learning

Number of pages: 13 Posted: 30 Jan 2025
Khalifa University, Concordia University, Khalifa University, Khalifa University, Khalifa University and Khalifa University
Downloads 90 (765,566)

Abstract:

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Federated learning, Data-Driven client selection, two-sided matching.

5.

Blockcharge: A Blockchain-Based Auction Framework for Ev Charging Via Mobile Stations

Number of pages: 14 Posted: 16 May 2024
affiliation not provided to SSRN, Khalifa University, Khalifa University, Khalifa University, Khalifa University and Khalifa University of Science and Technology
Downloads 88 (759,537)

Abstract:

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Energy Auction, Electric Vehicles, Mobile Charging Station, Smart Contracts

6.

Gaussian Process-Based Online Sensor Selection for Source Localization

Number of pages: 31 Posted: 06 Jul 2024
Khalifa University of Science and Technology, Khalifa University, Khalifa University and Khalifa University
Downloads 73 (860,052)

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source localization, online, sensor selection, Gaussian Process Optimization

7.

Crowdsourced Vehicles and Uavs for Last-Mile Delivery Application Using Blockchain-Hosted Matching Mechanism

Number of pages: 15 Posted: 20 Jun 2023
Khalifa University, Khalifa University, Khalifa University, Khalifa University and Lebanese American University
Downloads 66 (924,743)
Citation 1

Abstract:

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Blockchain, last-mile delivery, matching, consortium, crowdsourcing

8.

Blockchain Based Crowdsourcing Framework for Vehicle-to-Vehicle Charging Application

Number of pages: 28 Posted: 17 May 2023
Khalifa University, Khalifa University, Khalifa University, Khalifa University, Khalifa University and Khalifa University
Downloads 53 (1,031,043)

Abstract:

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Vehicle-to-Vehicle (V2V) charging application, Electric Vehicle (EV), Blockchain, Crowdsourcing

9.

Blockchain-Based Crowdsourced Deep Reinforcement Learning as a Service

Number of pages: 31 Posted: 09 Mar 2024
Concordia University, Khalifa University, Khalifa University, Khalifa University and Concordia University
Downloads 51 (1,074,648)
Citation 2

Abstract:

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Deep reinforcement learning, Crowdsourcing, Blockchain, MLaaS, DRLaaS

10.

Blockcheck: A Consortium Blockchain-Based  Conformance Checking Framework for Business Processes

Number of pages: 15 Posted: 02 Oct 2022
Khalifa University, Khalifa University, Khalifa University, Khalifa University, University of Milan and Khalifa University
Downloads 48 (1,097,529)

Abstract:

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Conformance Checking, Blockchain, Distributed, Multi-perspective, Rule Generation

11.

Trace: Transformer-Based Continuous Tracking Framework Using Iot and Mcs

Number of pages: 10 Posted: 20 Jun 2023
Khalifa University, Khalifa University, Khalifa University and Khalifa University
Downloads 44 (1,145,425)
Citation 1

Abstract:

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IoT, continuous tracking, Machine Learning, Deep Learning, transformers, trajectory prediction

12.

FDF-MARL: Federated Multi-Agent Reinforcement Learning for Demographic Fairness

Number of pages: 15 Posted: 09 Dec 2025
Khalifa University, Khalifa University, Khalifa University, Khalifa University, Concordia University and Khalifa University
Downloads 39 (1,249,711)

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Fairness, Multi-agent Reinforcement Learning, Federated Learning, demographic bias, Privacy

13.

Reward Shaping Using Convolutional Neural Network

Number of pages: 35 Posted: 25 Oct 2022
Concordia University, Khalifa University, Lebanese American University, Concordia University and University of Milan
Downloads 33 (1,290,922)

Abstract:

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Reinforcement Learning, Reward Shaping, CNN, VIN, Message Passing, Atari

14.

A Gale-Shapley Matching Game for Data Collection Waypoints using Multi-UAVs in Wide-Area Target Localization Applications

Number of pages: 18 Posted: 04 Nov 2025
Concordia University, Khalifa University, Khalifa University, Khalifa University and Concordia University
Downloads 26 (1,411,822)

Abstract:

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Target Localization, multi-Unmanned Aerial Vehicles (UAVs), Wide-Area, game-theory, Gale-Shapley, Waypoints Selection, Smart Environmental Monitoring (SEM)