Habib Rostami

Research activities

Journal articles

1	Narjes Bouzarjomehri, mohammad barzegar, Habib Rostami, Ahmad Keshavarz, Ahmad Navid Asghari, Saeed Talatian Azad (2024) Multi-modal classification of breast cancer lesions in Digital Mammography and contrast enhanced spectral mammography images COMPUTERS IN BIOLOGY AND MEDICINE: 183; 25
2	Habib Rostami, Maryam Ashkpour, hamed behzadi khormooji, Maral Mokhtari, Armin Khayati, Ahmad Keshavarz, Saeed Talatian Azad, yahya Tabesh (2024) Automatic extraction of lightweight and efficient neural network architecture of heavy convolutional architectures to predict microsatellite instability from hematoxylin and eosin histology in gastric cancer NEURAL COMPUTING & APPLICATIONS: 36; 15295–15321
3	Jafari Esmail, , habibollah Dadgar, Ahmad Keshavarz, Rehaneh Manafi Fard, Habib Rostami, Majid Assadi (2023) A convolutional neural network-based system for fully automatic segmentation of whole-body [68Ga]Ga-PSMA PET images in prostate cancer EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING: 51; 1476-1487
4	Azin Moradbeiki, Ahmad Keshavarz, Habib Rostami, Sara Paiva, Serjio Lopez (2023) A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling Internet of Things: 24; 16
5	Ebrahim Ghasemian, Abolhassan Razminia, Habib Rostami (2023) Quantum machine learning based on continuous variable single-photon states: an elementary foundation for quantum neural networks Quantum Information Processing: 22; 22
6	Samira Sajed, Amir Sanati, Jorge Esparteiro Garcia, Habib Rostami, Ahmad Keshavarz, Andreia Teixeira (2023) The effectiveness of deep learning vs. traditional methods for lung disease diagnosis using chest X-ray images: A systematic review APPLIED SOFT COMPUTING: 147; 110817
7	, hamed behzadi khormooji, Habib Rostami, Ahmad Keshavarz, Yaser Keshavarz, yahya Tabesh (2022) Incremental deep learning training approach for lesion detection and classification in mammograms Cybernetics and Physics: 11; 10
8	Ahmad Keshavarz, Habib Rostami, Jafari Esmail, Majid Assadi (2022) Artificial intelligence-based PET image acquisition and reconstruction Clinical and Translational Imaging: -; -
9	Azin Moradbeiki, Ahmad Keshavarz, Habib Rostami, Sara Paiva, Serjio Lopez (2021) GNSS-Free Outdoor Localization Techniques for Resource-Constrained IoT Architectures: A Literature Review Applied Sciences: 11; 32
10	Hossein Salemi, Habib Rostami, Saeed Talatian Azad, (2021) LEAESN: Predicting DDoS attack in healthcare systems based on Lyapunov Exponent Analysis and Echo State Neural Networks MULTIMEDIA TOOLS AND APPLICATIONS: 1181: Multimedia-based Healthcare Systems using Co; 1-22
11	hamed behzadi khormooji, Habib Rostami (2020) Fast multi-resolution occlusion: a method for explaining and understanding deep neural networks APPLIED INTELLIGENCE: 2020; 25
12	, Habib Rostami, (2020) Design of a reservoir for cloud-enabled echo state network with high clustering coefficient EURASIP Journal on Wireless Communications and Networking: ; ،
13	hamed behzadi khormooji, Habib Rostami, , , , Ahmad Keshavarz, Majid Assadi, , , (2020) Deep learning, reusable and problem-based architectures for detection of consolidation on chest X-ray images COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE: ; ،
14	, Habib Rostami, gholamreza Ahmadi (2019) A Model to Improve the Performance of Intrusion Detection System Based on the Genetic Algorithm International Journal of Advanced Science and Technology: ; 143،155
15	, , , , Habib Rostami, (2018) A Tutorial and Performance Analysis on ENVI Tools for SAR Image Despeckling Current Signal Transduction Therapy: ; 1،8
16	, , Habib Rostami, Ahmad Keshavarz (2018) Feature Extraction in Fractional Fourier Domain for Classification of Passive Sonar Signals Journal of Signal Processing Systems for Signal Image and Video Technology: ; ،
17	, Habib Rostami, (2018) Enhancing the Binary Watermark- Based Data Hiding Scheme Using an Interpolation-Based Approach for Optical Remote Sensing Images INTERNATIONAL JOURNAL OF AGRICULTURAL AND ENVIRONMENTAL INFORMATION SYSTEMS: ; ،
18	, , Habib Rostami (2018) Efficient routing for dense UWSNs with high-speed mobile nodes using spherical divisions JOURNAL OF SUPERCOMPUTING: ; ،
19	, , Habib Rostami, (2018) Distributed random cooperation for VBF-based routing in high-speed dense underwater acoustic sensor networks JOURNAL OF SUPERCOMPUTING: ; 6184،6200
20	, , Habib Rostami, gholamreza Ahmadi, Ahmad Keshavarz (2017) statistical image fusion for HR colorizing in landsat sensor based on spatial estimation JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE-JMCS: ; ،
21	, Habib Rostami, , (2016) Application of Artificial Neural Network–Particle Swarm Optimization Algorithm for Prediction of Gas Condensate Dew Point Pressure and Comparison With Gaussian Processes Regression–Particle Swarm Optimization Algorithm JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME: ; ،
22	, Habib Rostami (2016) Pgu-Face: A dataset of partially covered facial images Data in Brief: ; 288،291
23	, Habib Rostami (2015) Prediction of Wax Precipitation in Crude Oil Systems Using Gaussian Processes Energy Sources Part A-Recovery Utilization and Environmental Effects: ; ،
24	, Habib Rostami, , (2015) Application of Artificial Neural Network-Particle Swarm Optimization Algorithm for Prediction of Asphaltene Precipitation During Gas Injection Process and Comparison With Gaussian Process Algorithm JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME: ; ،
25	, , Habib Rostami (2015) Recommend top-k most downloaded files in the chord-based P2P file-sharing system Peer-to-Peer Networking and Applications: ; ،
26	, Habib Rostami (2015) SCESN, SPESN, SWESN: Three recurrent neural echo state networks with clustered reservoirs for prediction of nonlinear and chaotic time series APPLIED INTELLIGENCE: ; ،
27	Habib Rostami, (2014) A New Support Vector Machine and Artificial Neural Networks for Prediction of Stuck Pipe in Drilling of Oil Fields JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME: ; ،
28	Habib Rostami, (2014) Application of evolutionary Gaussian processes regression by particle swarm optimization for prediction of dew point pressure in gas condensate reservoirs NEURAL COMPUTING & APPLICATIONS: ; ،
29	, hamed behzadi khormooji, Habib Rostami (2014) ODMA: a novel swarm-evolutionary metaheuristic optimizer inspired by open source development model and communities SOFT COMPUTING: ; ،
30	, Habib Rostami (2014) Label switched protocol routing with guaranteed bandwidth and end to end path delay in MPLS networks JOURNAL OF NETWORK AND COMPUTER APPLICATIONS: ; ،
31	, , Habib Rostami, , Mohammad Vaghefi (2014) The Association Thermodynamics Modeling of Asphaltene Precipitation PETROLEUM SCIENCE AND TECHNOLOGY: ; 51،60
32	, , Habib Rostami (2014) Application of hybrid neural particle swarm optimization algorithm for prediction of MMP FUEL: ; ،
33	, Habib Rostami, (2014) New method for prediction and solving the problem of drilling fluid loss using modular neural network and particle swarm optimization algorithm Petroleum Exploration and Production Technology: ; ،
34	, Habib Rostami, (2013) An optimal time algorithm for minimum linear arrangement of chord graphs INFORMATION SCIENCES: ; ،
35	, , Habib Rostami, , (2013) Developing a Scaling Equation as a Function of Pressure and Temperature to Determine the Amount of Asphaltene Precipitation PETROLEUM SCIENCE AND TECHNOLOGY: ; ،
36	Habib Rostami, Reza Azin, Reza Dianat (2013) Prediction of Undersaturated Crude Oil Density Using Gaussian Process Regression PETROLEUM SCIENCE AND TECHNOLOGY: ; 418،427
37	Habib Rostami, (2013) Prediction of Asphaltene Precipitation in Live and Tank Crude Oil Using Gaussian Process Regression PETROLEUM SCIENCE AND TECHNOLOGY: ; 913،922
38	Habib Rostami, , Reza Azin (2012) The Prediction of the Density of Undersaturated Crude Oil Using Multilayer Feed-Forward Back-Propagation Perceptron PETROLEUM SCIENCE AND TECHNOLOGY: ; ،

Conference articles

1	Amir Sanati, Mansoureh Obeidoli Dashtestani, Habib Rostami, Saeed Talatian Azad (2023) A Novel Convolutional-Transformer Neural Network Architecture for Diagnosis of Pneumothorax 2023 28th International Computer Conference, Computer Society of Iran (CSICC), Iran, تهران
2	, Habib Rostami (2016) A New Statistical Technique for Interpolation of Landsat Images International Conference on Architecture, Urbanism, Civil Engineering, Art and Environment, Iran, Tehran
3	, Habib Rostami (2016) Improving the Binary Watermark-based Data Hiding Scheme in Remote Sensing Images International Conference on Architecture, Urbanism, Civil Engineering, Art and Environment, Iran, Tehran
4	, , Arash Khosravi, Habib Rostami (2015) Energy Efficient Spherical Divisions for VBS-based Routing in Dense UWSN 2th conference on knowledge based engineering and innovation, Iran, Tehran

Projects

1	Habib Rostami, Ahmad Keshavarz (2022) Medical Image platform based on machine learning دانشگاه خلیج فارس
2	Ahmad Keshavarz, Habib Rostami, Mohammd Javad Saber (2021) Development of smart city infrastructure in the 2nd district of Bushehr by creating of IoT network coverage دانشگاه خلیج فارس
3	Habib Rostami, gholamreza Ahmadi, Saeed Talatian Azad (2021) "Utilizing research services from APA centers in the field of immediate response to incidents and prevention of threats and vulnerabilities in the country's information exchange space, Persian Gulf University." دانشگاه خلیج فارس
4	Ahmad Keshavarz, Habib Rostami, Heidar Keshavarz (2021) Design and Manufacturing of Communication ASW sub-system دانشگاه خلیج فارس
5	Habib Rostami, Ahmad Keshavarz, Heidar Keshavarz (2021) Design and build of Processing subsystem of ASW system دانشگاه خلیج فارس
6	Ahmad Keshavarz, Habib Rostami, Mohammd Javad Saber (2021) Design and Implementation IoT Network infrastructure in 2nd district of Bushehr دانشگاه خلیج فارس
7	Habib Rostami, Ahmad Keshavarz (2020) Roadmap in IOT in Bushehr Province دانشگاه خلیج فارس
8	Ahmad Keshavarz, Habib Rostami, Mohammd Javad Saber (2019) Studies of zero, first and second stages of the project of purchasing, installing and commissioning equipment for locating trucks and containers in the area of Bushehr Port دانشگاه خلیج فارس
9	Habib Rostami (2018) Virtualization of Bushehr Province Government Office Data Center دانشگاه خلیج فارس
10	gholamreza Ahmadi, Hossein Salemi, Saeed Talatian Azad, Habib Rostami (2017) Title Not Found دانشگاه خلیج فارس
11	Habib Rostami, Saeed Talatian Azad, Hossein Salemi, gholamreza Ahmadi, Mohammad Bidoki (2017) Title Not Found دانشگاه خلیج فارس
12	Habib Rostami (2017) Chaos and Neural Network for Prediction of Cyber Attacks دانشگاه خلیج فارس
13	Rouhollah Fatehi, Habib Rostami, , Hamed Gorginpour (2017) Design, prototype construction, and test of a small-scale Archimedes Wave Swing (AWS) دانشگاه خلیج فارس

Theses

1	mitra ghanbari, Ahmad Ghorbanpour, Habib Rostami, Hadi Balouei Jamkhaneh (2023) Assessment the Readiness of Manufacturing Industries in the implementation of Industry 4.0 Technologies with a Data Mining Approach
2	, Habib Rostami, Ahmad Keshavarz, Reza Dianat, Reza Mansoori (2020) Title Not Found
3	Maasumeh Ashna, Habib Rostami, Ahmad Shirzadi, Hossein Hosseinzadeh (2020) Diagnosis of bone defects in X-ray bone image using deep neural network
4	Nasrin Gudarzi, Habib Rostami, Ahmad Shirzadi, Hossein Hosseinzadeh (2020) Diagnosis of pneumotorax in CXR images using deep neural networks
5	Zeynab Mohamadi, Habib Rostami, Ahmad Shirzadi, Hossein Hosseinzadeh (2020) Essessment of bone age based on radiographic images using deep learning neural networks
6	, Habib Rostami, Ahmad Keshavarz, Reza Dianat, (2020) Title Not Found
7	, Habib Rostami, Hamed Gorginpour, Abolhassan Razminia (2016) Title Not Found
8	, Habib Rostami, , Ahmad Keshavarz (2016) Title Not Found
9	, Habib Rostami, Ahmad Keshavarz (2016) Title Not Found
10	, Ahmad Keshavarz, Habib Rostami (2015) Title Not Found
11	, Ahmad Keshavarz, Habib Rostami (2014) Title Not Found
12	, Habib Rostami, (2014) Title Not Found
13	, Habib Rostami, (2014) Title Not Found
14	, Habib Rostami, (2014) Title Not Found
15	, Habib Rostami, Ahmad Keshavarz (2014) Title Not Found

Books

Research of this type not found!

Innovations

Research of this type not found!

Grant Attraction

Research of this type not found!

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Courses

Bachelor Of Science

1	Data Mining
2	Deep Learning
3	Reinforcement Learning
4	Algorithm Design
5	Compiler Design

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