• S. Battiato, G. M. Farinella, G. Puglisi, D. Ravì – Aligning Codeboooks for Near Duplicate Image Detection – Springer, Multimedia Tools and Applications - Vol.72, Issue 2, pp.1483-1506 , 2014; (pdf)
• S. Battiato, G. M. Farinella, G. Puglisi, D. Ravì - Saliency Based Selection of Gradient Vector Flow Paths for Content Aware Image Resizing - IEEE Transactions on Image Processing, Vol. 23, Issue 5, pp. 2081-2095 - (2014); (pdf)
• F. Galvan, G. Puglisi, A.R. Bruna, S. Battiato - First Quantization Matrix Estimation from Double Compressed JPEG Images – IEEE Transactions on IEEE Transactions on Information Forensics and Security, Vol. 9, Issue 8, pp. 1299-1310, 2014. (pdf)
• G.M. Farinella, D. Ravì, V. Tomaselli, M. Guarnera, S. Battiato - Representing Scenes for Real-time Context Classification on Mobile Devices – Elsevier, Pattern Recognition - vol.48,2015  (pdf)
• S. Battiato, G. M. Farinella, A. Furnari, G.Puglisi, A.Snijders, J. Spiekstra - An Integrated System for Vehicle Tracking and Classification. Elsevier, Expert Systems with Applications, Vol. 42, Issue 21 ,2015 (pdf) 
• D. Ravì, M. Bober, G.M. Farinella, M.Guarnera, S.Battiato - Semantic Segmentation of Images Exploiting DCT Based Features and Random Forest - Elsevier, Pattern Recognition - vol. 52, 2016  (pdf) 
• S. Battiato, G. M. Farinella, O. Giudice, G. Puglisi - Aligning Shapes for Symbol Classification and Retrieval - Springer, Multimedia Tools and Applications, Volume 75, Issue 10,  May 2016, Pages 5513-5531, 2016 (pdf)
• G. M Farinella, D. Allegra, M.Moltisanti, F.Stanco, S. Battiato - Retrieval and Classification of Food Images - Elsevier,  Computers in Biology and Medicine, Volume 77, pp.23-39, 2016 (pdf)
• A. Furnari, G. M. Farinella, S. Battiato, Recognizing Personal Locations from Egocentric Video - IEEE Transactions on Human Machine Systems, Vol. 47, No.1 2017  (pdf)
• A. Furnari, G. M. Farinella, A.R. Bruna, S. Battiato  - Affine Covariant Features for Fisheye Distortion Local Modelling - IEEE Transactions on Image Processing, Vol. 26, No.2 , 2017  (pdf)
• A. Furnari, G. M. Farinella, A.R. Bruna, S. Battiato - Distortion Adaptive Sobel Filters for the Gradient Estimation of Wide Angle Images -  Elsevier - Journal of Visual Communication and Image Representation - Vol. 6, July 2017 (pdf) 
• A. Ortis, G. M. Farinella, V. D'Amico, L. Addesso, G. Torrisi, S. Battiato - Organizing Egocentric Videos of Daily Living Activities - Elsevier  - Pattern Recognition,  Vol. 72, pp. 207-218 -  December 2017 (pdf)
• A. Furnari, S. Battiato, K. Grauman, G.M.Farinella, Next-active-object Prediction from Egocentric Videos -  Elsevier  - Journal of Visual Communication and Image Representation - Vol. 49, pp.401-411 November  2017 (pdf)  
• R.E. Musumeci, D. Moltisanti, E. Foti, S. Battiato, G.M.Farinella - 3-D Monitoring of Rubble Mound Breakwater Damages - Elsevier - Measurement: Journal of the International Measurement Confederation,  Vol 117, pp. 347-364., March 2018 (pdf)  
• F. Rundo, S. Conoci, A. Ortis, S. Battiato - An Advanced Bio-Inspired PhotoPlethysmoGraphy (PPG) and ECG Pattern Recognition System for Medical Assessment. MDPI Sensors. Vol 18(2):405, 2018 (pdf, lnk)  
• S.Battiato, G.M. Farinella, G. Gallo, O. Giudice - On-board Monitoring System for Road Traffic Safety Analysis - Elsevier - Computers in Industry - Vol. 98, pp. 208-217 June 2018 (pdf)
• G. Spampinato, A. R. Bruna , S. Battiato , G. Puglisi - Low-cost Roto-Translational Video Stabilization Algorithm - IS&T SPIE Journal of Electronic Imaging  - Vol. 27, No 5,:051224, 2018  (pdf) 
• V. Santarcangelo, G.M. Farinella, A. Furnari, S. Battiato - Market Basket Analysis from Egocentric Video - Elsevier  - Pattern Recognition Letters, Vol. 112, pp. 83-90, 2018 (pdf)  
• F. Rundo, A. Ortis, S. Battiato, S. Conoci - Advanced Bio-Inspired System for Noninvasive Cuff-Less Blood Pressure Estimation from Physiological Signal Analysis. MDPI Computation, Vol. 6, No. 3, 46 (2018) (lnk) (pdf)
• F. Rundo, S. Conoci, G.L. Banna, A. Ortis, F. Stanco, S.Battiato - Evaluation of Levenberg-Marquardt Neural Networks and Stacked Autoencoders Clustering for Skin Lesion Analysis, Screening and Follow-Up. IET Computer Vision, Vol. 12, No 7, pp. 957-962 (2018) (pdf) 
• L. Guarnera, G.M. Farinella, A.Furnari, A. Salici, C. Ciampini, V. Matranga, S. Battiato - Forensic Analysis of Handwritten Documents with GRAPHJ. IS&T/SPIE Journal of  Electronic Imaging- Vol 27, No. 5:051230 (2018) (pdf)
• A. Furnari, S. Battiato, G. M Farinella -  Personal Location-based Temporal Segmentation of Egocentric Videos for Lifelogging Applications. Elsevier Journal of Visual Communication and Image Representation Vol. 52, pp 1-12 (2018) (pdf)
• F. Ragusa, A. Furnari, S. Battiato, G. Signorello, G.M. Farinella - Egocentric Visitors Localization in Cultural Sites- ACM Journal of Computing and Cultural Heritage (JOCCH), 2019 (pdf)
• F. Rundo, F.  Trenta, A.L. Di Stallo, S. Battiato - Advanced Markov-Based Machine Learning Framework for Making Adaptive Trading System. MDPI Computation, Vol.  7, No. 1,  4 (2019) (lnk)(pdf) 
• F. Rundo, F. Trenta, A.L. Di Stallo, S. Battiato, -  Grid Trading System Robot (GTSbot): A Novel Mathematical Algorithm for Trading FX Market. MDPI Applied Science, Vol. 9, 1796. (2019) (lnk)(pdf)  
• Rundo, F., Trenta, F., di Stallo, A.L., Battiato, S. Machine learning for quantitative finance applications: A survey (2019) Applied Sciences (Switzerland), 9 (24), art. no. 5574
  
• E Spera, A Furnari, S Battiato, GM FarinellaEgoCart: A Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores  IEEE Transactions on Circuits and Systems for Video Technology (2019)
  
• Di Mauro, D., Furnari, A., Patanè, G., Battiato, S., Farinella, G.M. Estimating the occupancy status of parking areas by counting cars and non-empty stalls (2019) Journal of Visual Communication and Image Representation, 62, pp. 234-244.
• Ortis, A., Farinella, G.M., Battiato, S. Predicting social image popularity dynamics at time zero (2019) IEEE Access, 7, pp. 171691-171706.
  
• Di Mauro, D., Furnari, A., Patanè, G., Battiato, S., Farinella, G.M. SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning (2020) Pattern Recognition Letters, 136, pp. 175-182. 
• Maugeri, A., Barchitta, M., Battiato, S., Agodi, A., Modeling the novel coronavirus (SARS-CoV-2) outbreak in Sicily, Italy (2020) International Journal of Environmental Research and Public Health, 17 (14), art. no. 4964, pp. 1-11.
  
• A Ortis, P Caponnetto, R Polosa, S Urso, S BattiatoA Report on Smoking Detection and Quitting Technologies International Journal of Environmental Research and Public Health 17 (7), 2614 (2020)
  
• A Maugeri, M Barchitta, S Battiato, A Agodi - Estimation of Unreported Novel Coronavirus (SARS-CoV-2) Infections from Reported Deaths: A Susceptible–Exposed–Infectious–Recovered–Dead Model- Journal of Clinical Medicine 9 (5), 1350 (2020)
  
• Ragusa, F., Furnari, A., Battiato, S., Signorello, G., Farinella, G.M.EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision (2020) Pattern Recognition Letters, 131, pp. 150-157. 
• Ortis, A., Farinella, G.M., Torrisi, G., Battiato, S. Exploiting objective text description of images for visual sentiment analysis (2020) Multimedia Tools and Applications
  
• Luca Guarnera, Oliver Giudice, Sebastiano Battiato: Fighting Deepfake by Exposing the Convolutional Traces on Images. IEEE Access 8: 165085-165098 (2020)
• Alessandro Ortis, Giovanni Maria Farinella, Sebastiano Battiato: Survey on visual sentiment analysis. IET Image Process. 14(8): 1440-1456 (2020)

• Galvan, F., Costantini, F., Battiato, S. -  A case study for an «accountable» IoT forensics (2020) Jusletter IT, (September), pp. 533-542.
  
• Rundo, F., Banna, G.L., Prezzavento, L., Trenta, F., Conoci, S., Battiato, S. 3D non-local neural network: A non-invasive biomarker for immunotherapy treatment outcome prediction. Case-study: Metastatic urothelial carcinoma (2020) Journal of Imaging, 6 (12), art. no. 133, .
• Allegra, D., Battiato, S., Ortis, A., Urso, S., Polosa, R. A review on food recognition technology for health applications (2020) Health Psychology Research, 8 (3), pp. 172-18
• Maugeri, A., Barchitta, M., Battiato, S., Agodi, A. Estimation of Unreported SARS-CoV-2 cases in Italy Using a Susceptible-Exposed-Infectious-Recovered-Dead model (2020) Journal of Global Health, 10 (2), pp. 1-7. 
• Costantini, F., Galvan, F., Stefani, M.A.D., Battiato, S. Assessing “information quality” in iot forensics: Theoretical framework and model implementation (2021) Journal of Applied Logics, 8 (9), pp. 2373-2405. 
• Battiato, S., Giudice, O., Guarnera, F., Puglisi, G. First Quantization Estimation by a Robust Data Exploitation Strategy of DCT Coefficients (2021) IEEE Access, 9, art. no. 9431227, pp. 73110-73120. 
• Spera, E., Furnari, A., Battiato, S., Farinella, G.M. Egocart: A benchmark dataset for large-scale indoor image-based localization in retail stores (2021) IEEE Transactions on Circuits and Systems for Video Technology, 31 (4), art. no. 8835071, pp. 1253-1267
• Ortis, A., Farinella, G.M., Torrisi, G., Battiato, S. Exploiting objective text description of images for visual sentiment analysis (2021) Multimedia Tools and Applications, 80 (15), pp. 22323-22346.
• Rundo, F., Conoci, S., Spampinato, C., Leotta, R., Trenta, F., Battiato, S. Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case (2021) Frontiers in Neuroinformatics, 15, art. no. 667008,
• Ortis, A., Grisanti, M., Rundo, F., Battiato, S. A benchmark evaluation of adaptive image compression for multi picture object stereoscopic images (2021) Journal of Imaging, 7 (8), art. no. 160, . 
• Giudice, O., Guarnera, L., Battiato, S. Fighting deepfakes by detecting gan dct anomalies (2021) Journal of Imaging, 7 (8), art. no. 128,
  
• Guarnera, F., Giudice, O., Allegra, D., Stanco, F., Battiato, S., Livatino, S., Matranga, V., Salici, A. A robust document identification framework through f-bp fingerprint (2021) Journal of Imaging, 7 (8), art. no. 126, . 
• Litrico, M., Battiato, S., Tsaftaris, S.A., Giuffrida, M.V. Semi-supervised domain adaptation for holistic counting under label gap (2021) Journal of Imaging, 7 (10), art. no. 198, .
• Möller, R., Furnari, A., Battiato, S., Härmä, A., Farinella, G.M. A survey on human-aware robot navigation (2021) Robotics and Autonomous Systems, 145, art. no. 103837, .
  
• Battiato, S., Giudice, O., Guarnera, F., Puglisi, G. Estimating Previous Quantization Factors on Multiple JPEG Compressed Images (2021) Eurasip Journal on Information Security, 2021 (1), art. no. 8,
  
• O’Leary, R., Polosa, R., Li Volti, G., Alaimo, S., Anfuso, C.D., Barbagallo, I., Basile, F., Battiato, S., Bertino, G., Bianchi, A., Biondi, A.G., Brandi, M.L., Cacciola, E., Cacciola, R.R., Cacopardo, B.S., Calogero, A.E., Cambria, M.T., Campagna, D., Caraci, F., Cariola, A., Caruso, M., Caponnetto, P., Cibella, F., Di Mauro, M., Di Nuovo, S., Di Stefano, A., Drago, F., Failla, S., Faraci, R., Ferlito, S., Ferrante, M., Ferro, A., Ferro, G.A., Frasca, F., Frittitta, L., Furneri, P.M., Gallo, G., Galvano, F., Gagliano, A., Grasso, G., Guarino, F., Gulino, A., Jannini, E.A., Vignera, S.L.A., Lazzarino, G., Longo, A., Lupo, G., Malerba, M., Marletta, L., Nicolosi, G., Nocera, F., Oliveri Conti, G., Parenti, R., Pulvirenti, A., Purrello, F., Rapisarda, F., Rapisarda, V., Reibaldi, M., Rizzo, R., Ronsisvalle, S., Ruggieri, M., Santagati, M.C., Satriano, C., Sciacca, L., Signorelli, M.S., Tatullo, M., Tibullo, D., Tomaselli, V., Zanoli, L., Zappalà, A., the Center of Excellence for the Acceleration of Harm Reduction (CoEHAR) Critical appraisal of the European Union Scientific Committee on Health, Environmental and Emerging Risks (SCHEER) Preliminary Opinion on electronic cigarettes (2021) Harm Reduction Journal, 18 (1), art. no. 31, .
  
• Guarnera, L., Giudice, O., Livatino, S., Paratore, A.B., Salici, A., Battiato, S. Assessing forensic ballistics three-dimensionally through graphical reconstruction and immersive VR observation (2022) Multimedia Tools and Applications, .
• Sarpietro, R.E., Pino, C., Coffa, S., Messina, A., Palazzo, S., Battiato, S., Spampinato, C., Rundo, F. Explainable Deep Learning System for Advanced Silicon and Silicon Carbide Electrical Wafer Defect Map Assessment (2022) IEEE Access, 10, pp. 99102-99128.
  
• Rundo, F., Anfuso, I., Amore, M.G., Ortis, A., Messina, A., Conoci, S., Battiato, S. Advanced eNose-Driven Pedestrian Tracking Pipeline for Intelligent Car Driver Assisting System: Preliminary Results (2022) Sensors, 22 (2), art. no. 674,
  
• Barchitta, M., Maugeri, A., Favara, G., Magnano San Lio, R., Riela, P.M., Guarnera, L., Battiato, S., Agodi, A. Development of a Web-App for the Ecological Momentary Assessment of Dietary Habits among College Students: The HEALTHY-UNICT Project (2022) Nutrients, 14 (2), art. no. 330, .
• Hajat, C., Stein, E., Selya, A., Polosa, R., Alaimo, S., Anfuso, C.D., Barbagallo, I., Basile, F., Battiato, S., Benhamou, B., Bertino, G., Bianchi, A., Biondi, A.G., Brandi, M.L., Cacciola, E., Cacciola, R.R., Cacopardo, B.S., Calogero, A.E., Cambria, M.T., Campagna, D., Caraci, F., Cariola, A., Caruso, M., Caponnetto, P., Ciancio, A., Cibella, F., Mauro, M., Piazza, J., Stefano, A., Drago, F., Failla, S., Faraci, R., Ferlito, S., Ferrante, M., Ferro, A., Ferro, G.A., Frasca, F., Frittitta, L., Furneri, P.M., Gagliano, A., Gallo, G., Galvano, F., Grasso, G., Guarino, F., Gulino, A., Jannini, E.A., Vignera, S.L., Lazzarino, G., Ledda, C., Leonardi, R.M., Volti, G.L., Longo, A., Lupo, G., Malerba, M., Marletta, L., Nicolosi, G., Nocera, F., Conti, G.O., Palazzo, G., Parenti, R., Pedullà, E., Pulvirenti, A., Purrello, F., Rapisarda, F., Rapisarda, V., Rizzo, R., Ronsisvalle, S., Ronsisvalle, G., Ruggieri, M., Santagati, M.C., Satriano, C., Sciacca, L., Signorelli, M.S., Tatullo, M., Tibullo, D., Tomaselli, V., Volarevic, V., Zanoli, L., Zappalà, A., The CoEHAR study group Analysis of common methodological flaws in the highest cited e-cigarette epidemiology research (2022) Internal and Emergency Medicine, 17 (3), pp. 887-909
• Tomaselli, V., Battiato, S., Ortis, A., Cantone, G.G., Urso, S., Polosa, R. Methods, Developments, and Technological Innovations for Population Surveys (2022) Social Science Computer Review, 40 (4), pp. 994-1013. 
• Maugeri, A., Magnano San Lio, R., Favara, G., La Rosa, M.C., La Mastra, C., Riela, P.M., Guarnera, L., Battiato, S., Barchitta, M., Agodi, A. Impact of Eating Context on Dietary Choices of College Students: Evidence from the HEALTHY-UNICT Project (2022) Nutrients, 14 (20), art. no. 4418,
•  Guarnera, L., Giudice, O., Guarnera, F., Ortis, A., Puglisi, G., Paratore, A., Bui, L.M.Q., Fontani, M., Coccomini, D.A., Caldelli, R., Falchi, F., Gennaro, C., Messina, N., Amato, G., Perelli, G., Concas, S., Cuccu, C., Orrù, G., Marcialis, G.L., Battiato, S. The Face Deepfake Detection Challenge (2022) Journal of Imaging, 8 (10), art. no. 263,
  
• Battiato, S., Giudice, O., Guarnera, F., Puglisi, G. CNN-based first quantization estimation of double compressed JPEG images (2022) Journal of Visual Communication and Image Representation, 89, art. no. 103635, .

My publication list: IPLAB,  GoogleScholar, DBLP, Scopus, ORCID,  IEEEXplore