Mohammad Karim Sohrabi

Orcid: 0000-0001-8066-0356

According to our database1, Mohammad Karim Sohrabi authored at least 51 papers between 2012 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2025
Aspect-based sentiment analysis: A dual-task learning architecture using imbalanced maximized-area under the curve proximate support vector machine and reinforcement learning.
Inf. Sci., 2025

2024
Self-supervised CondenseNet for feature learning to increase the accuracy in image classification.
Multim. Tools Appl., September, 2024

Three-layer data center-based intelligent slice admission control algorithm for C-RAN using approximate reinforcement learning.
Clust. Comput., August, 2024

Approximate Q-learning-based (AQL) network slicing in mobile edge-cloud for delay-sensitive services.
J. Supercomput., February, 2024

Bi-objective cloud resource management for dependent tasks using Q-learning and NSGA-3.
J. Ambient Intell. Humaniz. Comput., January, 2024

Resource allocation in 5G cloud-RAN using deep reinforcement learning algorithms: A review.
Trans. Emerg. Telecommun. Technol., January, 2024

Slice admission control in 5G cloud radio access network using deep reinforcement learning: A survey.
Int. J. Commun. Syst., 2024

Capsule network-based deep ensemble transfer learning for multimodal sentiment analysis.
Expert Syst. Appl., 2024

Server placement in mobile cloud computing: A comprehensive survey for edge computing, fog computing and cloudlet.
Comput. Sci. Rev., 2024

2023
An Enhanced Deep Reinforcement Learning-based Slice Acceptance Control System (EDRL-SACS) for Cloud-Radio Access Network.
Phys. Commun., December, 2023

A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis.
Artif. Intell. Rev., October, 2023

An improved learning automata based multi-objective whale optimization approach for multi-objective portfolio optimization in financial markets.
Expert Syst. Appl., August, 2023

Exploiting bi-directional deep neural networks for multi-domain sentiment analysis using capsule network.
Multim. Tools Appl., June, 2023

HLHUI: An improved version of local high utility itemset mining.
Proceedings of the 14th International Conference on Ambient Systems, 2023

2022
Mining fuzzy high average-utility itemsets using fuzzy utility lists and efficient pruning approach.
Soft Comput., 2022

Parallel frequent itemsets mining using distributed graphic processing units.
Multim. Tools Appl., 2022

Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks.
Inf. Process. Manag., 2022

Multiobjective Edge Server Placement in Mobile-Edge Computing Using a Combination of Multiagent Deep Q-Network and Coral Reefs Optimization.
IEEE Internet Things J., 2022

Combined use of coral reefs optimization and multi-agent deep Q-network for energy-aware resource provisioning in cloud data centers using DVFS technique.
Clust. Comput., 2022

2021
Task scheduling, resource provisioning, and load balancing on scientific workflows using parallel SARSA reinforcement learning agents and genetic algorithm.
J. Supercomput., 2021

A model-driven approach for semantic web service modeling using web service modeling languages.
J. Softw. Evol. Process., 2021

Energy-Aware and Proactive Host Load Detection in Virtual Machine Consolidation.
Inf. Technol. Control., 2021

MR-MVPP: A map-reduce-based approach for creating MVPP in data warehouses for big data applications.
Inf. Sci., 2021

Combined use of coral reefs optimization and reinforcement learning for improving resource utilization and load balancing in cloud environments.
Computing, 2021

Exploiting parallel graphics processing units to improve association rule mining in transactional databases using butterfly optimization algorithm.
Clust. Comput., 2021

2020
Online scheduling of dependent tasks of cloud's workflows to enhance resource utilization and reduce the makespan using multiple reinforcement learning-based agents.
Soft Comput., 2020

An efficient projection-based method for high utility itemset mining using a novel pruning approach on the utility matrix.
Knowl. Inf. Syst., 2020

MVPP-Based Materialized View Selection in Data Warehouses Using Simulated Annealing.
Int. J. Cooperative Inf. Syst., 2020

Providing effective recommendations in discussion groups using a new hybrid recommender system based on implicit ratings and semantic similarity.
Electron. Commer. Res. Appl., 2020

A cloud resource management framework for multiple online scientific workflows using cooperative reinforcement learning agents.
Comput. Networks, 2020

2019
Improving performance of node clustering in wireless sensor networks using meta-heuristic algorithms and a novel validity index.
J. Supercomput., 2019

An efficient preprocessing method for supervised sentiment analysis by converting sentences to numerical vectors: a twitter case study.
Multim. Tools Appl., 2019

Evolutionary game theory approach to materialized view selection in data warehouses.
Knowl. Based Syst., 2019

Finding Similar Documents Using Frequent Pattern Mining Methods.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

A Systematic Survey on High Utility Itemset Mining.
Int. J. Inf. Technol. Decis. Mak., 2019

Toward a semantic-based location tagging news feed system: Constructing a conceptual hierarchy on geographical hashtags.
Comput. Electr. Eng., 2019

A novel coral reefs optimization algorithm for materialized view selection in data warehouse environments.
Appl. Intell., 2019

A survey on classification techniques for opinion mining and sentiment analysis.
Artif. Intell. Rev., 2019

2018
A gossip based information fusion protocol for distributed frequent itemset mining.
Enterp. Inf. Syst., 2018

A game theory based framework for materialized view selection in data warehouses.
Eng. Appl. Artif. Intell., 2018

A Novel Virtual Machine Selection Policy for Virtual Machine Consolidation.
Proceedings of the 6th International Symposium on Computational and Business Intelligence, 2018

2017
Parallel set similarity join on big data based on Locality-Sensitive Hashing.
Sci. Comput. Program., 2017

TSGV: a table-like structure-based greedy method for materialized view selection in data warehouses.
Turkish J. Electr. Eng. Comput. Sci., 2017

Proposing a new clustering method to detect phishing websites.
Turkish J. Electr. Eng. Comput. Sci., 2017

Frequent itemset mining using cellular learning automata.
Comput. Hum. Behav., 2017

Multi-objective feature selection for warfarin dose prediction.
Comput. Biol. Chem., 2017

2016
Materialized View Selection for a Data Warehouse Using Frequent Itemset Mining.
J. Comput., 2016

Online Farsi Handwritten Character Recognition Using Hidden Markov Model.
J. Comput., 2016

A comprehensive study on the effects of using data mining techniques to predict tie strength.
Comput. Hum. Behav., 2016

2013
Parallel frequent itemset mining using systolic arrays.
Knowl. Based Syst., 2013

2012
Efficient colossal pattern mining in high dimensional datasets.
Knowl. Based Syst., 2012


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