Modeling Narrative Disruptions in Global Crime News: A Multimodal Framework for Entropy, Severity, and Anomaly Dynamics.

Fahim K. Sufi Monash University, School of Public Health and Preventive Medicine, Melbourne, VIC, Australia RMIT University, Melbourne, VIC, Australia https://fahimsufi.com/about https://orcid.org/0000-0002-9683-0839 https://www.linkedin.com/in/fsufi/ https://ieeexplore.ieee.org/author/37298669100

Fahim K. Sufi Musleh Alsulami Modeling Narrative Disruptions in Global Crime News: A Multimodal Framework for Entropy, Severity, and Anomaly Dynamics. 210474-210486 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3636378 db/journals/access/access13.html#SufiA25 streams/journals/access

Fahim K. Sufi A New Computational Method for Quantification and Analysis of Media Bias in Cybersecurity Reporting. 4561-4570 2025 December 12 IEEE Trans. Comput. Soc. Syst. 6 https://doi.org/10.1109/TCSS.2025.3560199 db/journals/tcss/tcss12.html#Sufi25 streams/journals/tcss

Yin Wang Weibin Cheng Fahim K. Sufi Qiang Fang 0004 Seedahmed S. Mahmoud A Systematic Review of Using Deep Learning in Aphasia: Challenges and Future Directions. 117 2024 May 13 Comput. 5 https://doi.org/10.3390/computers13050117 db/journals/computers/computers13.html#WangCSFM24

Fahim K. Sufi Generative Pre-Trained Transformer (GPT) in Research: A Systematic Review on Data Augmentation. 99 2024 February 15 Inf. 2 https://doi.org/10.3390/info15020099 https://www.wikidata.org/entity/Q128202913 db/journals/information/information15.html#Sufi24

Fahim K. Sufi A New Time Series Dataset for Cyber-Threat Correlation, Regression and Neural-Network-Based Forecasting. 199 2024 April 15 Inf. 4 https://doi.org/10.3390/info15040199 db/journals/information/information15.html#Sufi24a

Fahim K. Sufi Addressing Data Scarcity in the Medical Domain: A GPT-Based Approach for Synthetic Data Generation and Feature Extraction. 264 2024 May 15 Inf. 5 https://doi.org/10.3390/info15050264 db/journals/information/information15.html#Sufi24b

Fahim K. Sufi An innovative GPT-based open-source intelligence using historical cyber incident reports. 100074 2024 7 Nat. Lang. Process. J. https://doi.org/10.1016/j.nlp.2024.100074 db/journals/nlpj/nlpj7.html#Sufi24

Fahim K. Sufi Ibrahim Khalil 0001 Automated Disaster Monitoring From Social Media Posts Using AI-Based Location Intelligence and Sentiment Analysis. 4614-4624 2024 August 11 IEEE Trans. Comput. Soc. Syst. 4 https://doi.org/10.1109/TCSS.2022.3157142 https://www.wikidata.org/entity/Q126107322 db/journals/tcss/tcss11.html#SufiK24 streams/journals/tcss

Fahim K. Sufi Algorithms in Low-Code-No-Code for Research Applications: A Practical Review. 108 2023 February 16 Algorithms 2 https://doi.org/10.3390/a16020108 db/journals/algorithms/algorithms16.html#Sufi23

Fahim K. Sufi A New AI-Based Semantic Cyber Intelligence Agent. 231 2023 July 15 Future Internet 7 https://doi.org/10.3390/fi15070231 db/journals/fi/fi15.html#Sufi23

Fahim K. Sufi Social Media Analytics on Russia-Ukraine Cyber War with Natural Language Processing: Perspectives and Challenges. 485 2023 14 Inf. 9 https://doi.org/10.3390/info14090485 db/journals/information/information14.html#Sufi23

Fahim K. Sufi A New Social Media Analytics Method for Identifying Factors Contributing to COVID-19 Discussion Topics. 545 2023 14 Inf. 10 https://doi.org/10.3390/info14100545 db/journals/information/information14.html#Sufi23a

Fahim K. Sufi Identifying the drivers of negative news with sentiment, entity and regression analysis. 100074 2022 2 Int. J. Inf. Manag. Data Insights 1 https://doi.org/10.1016/j.jjimei.2022.100074 db/journals/ijinfomandi/ijinfomandi2.html#Sufi22

Fahim K. Sufi Musleh Alsulami A Novel Method of Generating Geospatial Intelligence from Social Media Posts of Political Leaders. 120 2022 13 Inf. 3 https://doi.org/10.3390/info13030120 db/journals/information/information13.html#SufiA22

Fahim K. Sufi AI-GlobalEvents: A Software for analyzing, identifying and explaining global events with Artificial Intelligence. 100218 2022 11 Softw. Impacts https://doi.org/10.1016/j.simpa.2022.100218 db/journals/simpa/simpa11.html#Sufi22

Fahim K. Sufi AI-SocialDisaster: An AI-based software for identifying and analyzing natural disasters from social media. 100319 2022 13 Softw. Impacts https://doi.org/10.1016/j.simpa.2022.100319 https://www.wikidata.org/entity/Q113864408 db/journals/simpa/simpa13.html#Sufi22a

Fahim K. Sufi AI-Tornado: An AI-based Software for analyzing Tornadoes from disaster event dataset. 100357 2022 December 14 Softw. Impacts https://doi.org/10.1016/j.simpa.2022.100357 https://www.wikidata.org/entity/Q113864395 db/journals/simpa/simpa14.html#Sufi22b

Fahim K. Sufi Musleh Alsulami Knowledge Discovery of Global Landslides Using Automated Machine Learning Algorithms. 131400-131419 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3115043 db/journals/access/access9.html#SufiA21

Fahim K. Sufi Musleh Alsulami Automated Multidimensional Analysis of Global Events With Entity Detection, Sentiment Analysis and Anomaly Detection. 152449-152460 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3127571 db/journals/access/access9.html#SufiA21a

Fahim K. Sufi AI-Landslide: Software for acquiring hidden insights from global landslide data using Artificial Intelligence. 100177 2021 10 Softw. Impacts https://doi.org/10.1016/j.simpa.2021.100177 https://www.wikidata.org/entity/Q111899746 db/journals/simpa/simpa10.html#Sufi21

Fahim K. Sufi Analyzing Natural Disaster related Tweets with AI and NLP based Services. 2021 December https://doi.org/10.21227/p0ed-cb23 IEEE DataPort streams/repo/ieeedataport Fahim K. Sufi AI-based Automated Extraction of Entities, Entity Categories and Sentiments on COVID-19 Situation. 2021 November https://doi.org/10.21227/sawp-ax73 IEEE DataPort streams/repo/ieeedataport

Fahim K. Sufi Ibrahim Khalil 0001 Abdun Naser Mahmood A clustering based system for instant detection of cardiac abnormalities from compressed ECG. 4705-4713 2011 38 Expert Syst. Appl. 5 https://doi.org/10.1016/j.eswa.2010.08.149 db/journals/eswa/eswa38.html#SufiKM11

Fahim K. Sufi Ibrahim Khalil 0001 Abdun Naser Mahmood Compressed ECG Biometric: A Fast, Secured and Efficient Method for Identification of CVD Patient. 1349-1358 2011 35 J. Medical Syst. 6 https://doi.org/10.1007/s10916-009-9412-4 https://www.wikidata.org/entity/Q38428029 db/journals/jms/jms35.html#SufiKM11

Fahim K. Sufi Ibrahim Khalil 0001 Faster person identification using compressed ECG in time critical wireless telecardiology applications. 282-293 2011 34 J. Netw. Comput. Appl. 1 https://doi.org/10.1016/j.jnca.2010.07.004 db/journals/jnca/jnca34.html#SufiK11

Fahim K. Sufi Fengling Han Ibrahim Khalil 0001 Jiankun Hu A chaos-based encryption technique to protect ECG packets for time critical telecardiology applications. 515-524 2011 4 Secur. Commun. Networks 5 https://doi.org/10.1002/sec.226 https://www.wikidata.org/entity/Q122914415 db/journals/scn/scn4.html#SufiHKH11

Fahim K. Sufi Ibrahim Khalil 0001 Ibrahim Habib Cardioids-based faster authentication and diagnosis of remote cardiovascular patients. 1351-1368 2011 4 Secur. Commun. Networks 11 https://doi.org/10.1002/sec.262 db/journals/scn/scn4.html#SufiKH11

Fahim K. Sufi Ibrahim Khalil 0001 Diagnosis of Cardiovascular Abnormalities From Compressed ECG: A Data Mining-Based Approach. 33-39 2011 15 IEEE Trans. Inf. Technol. Biomed. 1 https://doi.org/10.1109/TITB.2010.2094197 https://www.wikidata.org/entity/Q33753504 db/journals/titb/titb15.html#SufiK11

Fahim K. Sufi Ibrahim Khalil 0001 Ibrahim Habib Polynomial distance measurement for ECG based biometric authentication. 303-319 2010 3 Secur. Commun. Networks 4 https://doi.org/10.1002/sec.76 db/journals/scn/scn3.html#SufiKH10

Fahim K. Sufi Ibrahim Khalil 0001 Jiankun Hu ECG-Based Authentication. 309-331 2010 Handbook of Information and Communication Security https://doi.org/10.1007/978-3-642-04117-4_17 reference/icsec/2010 db/reference/icsec/icsec2010.html#SufiKH10

Fahim K. Sufi Ibrahim Khalil 0001 A New Feature Detection Mechanism and Its Application in Secured ECG Transmission with Noise Masking. 121-132 2009 33 J. Medical Syst. 2 https://doi.org/10.1007/s10916-008-9172-6 https://www.wikidata.org/entity/Q44527594 db/journals/jms/jms33.html#SufiK09

Ibrahim Khalil 0001 Fahim K. Sufi Cooperative Remote Video Consultation on Demand for e-Patients. 475-483 2009 33 J. Medical Syst. 6 https://doi.org/10.1007/s10916-008-9208-y https://www.wikidata.org/entity/Q82414102 db/journals/jms/jms33.html#KhalilS09

Fahim K. Sufi Qiang Fang 0004 Ibrahim Khalil 0001 Seedahmed S. Mahmoud Novel methods of faster cardiovascular diagnosis in wireless telecardiology. 537-552 2009 27 IEEE J. Sel. Areas Commun. 4 https://doi.org/10.1109/JSAC.2009.090515 db/journals/jsac/jsac27.html#SufiFKM09

Fahim K. Sufi Seedahmed S. Mahmoud Ibrahim Khalil 0001 A novel wavelet packet-based anti-spoofing technique to secure ECG data. 191-208 2008 1 Int. J. Biom. 2 https://doi.org/10.1504/IJBM.2008.020144 db/journals/ijbm/ijbm1.html#SufiMK08

Fahim K. Sufi Ibrahim Khalil 0001 Enforcing secured ECG transmission for realtime telemonitoring: A joint encoding, compression, encryption mechanism. 389-405 2008 1 Secur. Commun. Networks 5 https://doi.org/10.1002/sec.44 https://www.wikidata.org/entity/Q111522842 db/journals/scn/scn1.html#SufiK08

Musleh Alsulami Weibin Cheng Qiang Fang 0004 Ibrahim Habib Fengling Han Jiankun Hu Ibrahim Khalil 0001 Abdun Naser Mahmood Seedahmed S. Mahmoud Yin Wang